diff --git a/.github/actions/run-backend-tests/action.yml b/.github/actions/run-backend-tests/action.yml
index bde3554bb4e20..7cfa27aacccf8 100644
--- a/.github/actions/run-backend-tests/action.yml
+++ b/.github/actions/run-backend-tests/action.yml
@@ -210,7 +210,7 @@ runs:
 
         - name: Upload updated timing data as artifacts
           uses: actions/upload-artifact@v4
-          if: ${{ inputs.person-on-events != 'true' && inputs.clickhouse-server-image == 'clickhouse/clickhouse-server:23.12.6.19' }}
+          if: ${{ inputs.person-on-events != 'true' && inputs.clickhouse-server-image == 'clickhouse/clickhouse-server:24.8.7.41' }}
           with:
               name: timing_data-${{ inputs.segment }}-${{ inputs.group }}
               path: .test_durations
diff --git a/.github/workflows/ci-backend-update-test-timing.yml b/.github/workflows/ci-backend-update-test-timing.yml
index e37df8defe9cb..39a1993119701 100644
--- a/.github/workflows/ci-backend-update-test-timing.yml
+++ b/.github/workflows/ci-backend-update-test-timing.yml
@@ -29,13 +29,13 @@ jobs:
                   group: 1
                   token: ${{ secrets.POSTHOG_BOT_GITHUB_TOKEN }}
                   python-version: '3.11.9'
-                  clickhouse-server-image: 'clickhouse/clickhouse-server:23.12.6.19'
+                  clickhouse-server-image: 'clickhouse/clickhouse-server:24.8.7.41'
                   segment: 'FOSS'
                   person-on-events: false
 
             - name: Upload updated timing data as artifacts
               uses: actions/upload-artifact@v4
-              if: ${{ inputs.person-on-events != 'true' && inputs.clickhouse-server-image == 'clickhouse/clickhouse-server:23.12.6.19' }}
+              if: ${{ inputs.person-on-events != 'true' && inputs.clickhouse-server-image == 'clickhouse/clickhouse-server:24.8.7.41' }}
               with:
                   name: timing_data-${{ inputs.segment }}-${{ inputs.group }}
                   path: .test_durations
diff --git a/.github/workflows/ci-backend.yml b/.github/workflows/ci-backend.yml
index 3a882b030012f..943b6611006d7 100644
--- a/.github/workflows/ci-backend.yml
+++ b/.github/workflows/ci-backend.yml
@@ -234,7 +234,7 @@ jobs:
             fail-fast: false
             matrix:
                 python-version: ['3.11.9']
-                clickhouse-server-image: ['clickhouse/clickhouse-server:23.12.6.19']
+                clickhouse-server-image: ['clickhouse/clickhouse-server:24.8.7.41']
                 segment: ['Core']
                 person-on-events: [false, true]
                 # :NOTE: Keep concurrency and groups in sync
@@ -243,19 +243,19 @@ jobs:
                 include:
                     - segment: 'Temporal'
                       person-on-events: false
-                      clickhouse-server-image: 'clickhouse/clickhouse-server:23.12.6.19'
+                      clickhouse-server-image: 'clickhouse/clickhouse-server:24.8.7.41'
                       python-version: '3.11.9'
                       concurrency: 3
                       group: 1
                     - segment: 'Temporal'
                       person-on-events: false
-                      clickhouse-server-image: 'clickhouse/clickhouse-server:23.12.6.19'
+                      clickhouse-server-image: 'clickhouse/clickhouse-server:24.8.7.41'
                       python-version: '3.11.9'
                       concurrency: 3
                       group: 2
                     - segment: 'Temporal'
                       person-on-events: false
-                      clickhouse-server-image: 'clickhouse/clickhouse-server:23.12.6.19'
+                      clickhouse-server-image: 'clickhouse/clickhouse-server:24.8.7.41'
                       python-version: '3.11.9'
                       concurrency: 3
                       group: 3
@@ -326,7 +326,7 @@ jobs:
         strategy:
             fail-fast: false
             matrix:
-                clickhouse-server-image: ['clickhouse/clickhouse-server:23.12.6.19']
+                clickhouse-server-image: ['clickhouse/clickhouse-server:24.8.7.41']
         if: needs.changes.outputs.backend == 'true'
         runs-on: ubuntu-latest
         steps:
diff --git a/docker-compose.base.yml b/docker-compose.base.yml
index f582d84197a9a..7e22d9bf3d953 100644
--- a/docker-compose.base.yml
+++ b/docker-compose.base.yml
@@ -79,7 +79,7 @@ services:
         # Note: please keep the default version in sync across
         #       `posthog` and the `charts-clickhouse` repos
         #
-        image: ${CLICKHOUSE_SERVER_IMAGE:-clickhouse/clickhouse-server:23.12.6.19}
+        image: ${CLICKHOUSE_SERVER_IMAGE:-clickhouse/clickhouse-server:24.8.7.41}
         restart: on-failure
 
     zookeeper:
diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml
index 6eaa159d3ff01..35b8a5591c876 100644
--- a/docker-compose.dev.yml
+++ b/docker-compose.dev.yml
@@ -57,6 +57,7 @@ services:
             service: clickhouse
         ports:
             - '8123:8123'
+            - '8443:8443'
             - '9000:9000'
             - '9440:9440'
             - '9009:9009'
diff --git a/docker/clickhouse/config.xml b/docker/clickhouse/config.xml
index 1eca858c32d1d..7126270681eac 100644
--- a/docker/clickhouse/config.xml
+++ b/docker/clickhouse/config.xml
@@ -5,255 +5,29 @@
   You can either move the settings to the right place inside "users.xml" file
    or add <skip_check_for_incorrect_settings>1</skip_check_for_incorrect_settings> here.
 -->
-<yandex>
+<clickhouse>
     <logger>
-        <!-- Possible levels [1]:
-
-          - none (turns off logging)
-          - fatal
-          - critical
-          - error
-          - warning
-          - notice
-          - information
-          - debug
-          - trace
-          - test (not for production usage)
-
-            [1]:
-        https://github.com/pocoproject/poco/blob/poco-1.9.4-release/Foundation/include/Poco/Logger.h#L105-L114
-        -->
-        <level>error</level>
+        <level>trace</level>
         <log>/var/log/clickhouse-server/clickhouse-server.log</log>
         <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
-        <!-- Rotation policy
-             See
-        https://github.com/pocoproject/poco/blob/poco-1.9.4-release/Foundation/include/Poco/FileChannel.h#L54-L85
-          -->
         <size>1000M</size>
         <count>10</count>
-        <!-- <console>1</console> --> <!-- Default behavior is autodetection (log to console if not daemon mode
-        and is tty) -->
-
-        <!-- Per level overrides (legacy):
-
-        For example to suppress logging of the ConfigReloader you can use:
-        NOTE: levels.logger is reserved, see below.
-        -->
-        <!--
-        <levels>
-          <ConfigReloader>none</ConfigReloader>
-        </levels>
-        -->
-
-        <!-- Per level overrides:
-
-        For example to suppress logging of the RBAC for default user you can use:
-        (But please note that the logger name maybe changed from version to version, even after minor
-        upgrade)
-        -->
-        <!--
-        <levels>
-          <logger>
-            <name>ContextAccess (default)</name>
-            <level>none</level>
-          </logger>
-          <logger>
-            <name>DatabaseOrdinary (test)</name>
-            <level>none</level>
-          </logger>
-        </levels>
-        -->
     </logger>
 
-    <!-- Add headers to response in options request. OPTIONS method is used in CORS preflight
-    requests. -->
-    <!-- It is off by default. Next headers are obligate for CORS.-->
-    <!-- http_options_response>
-        <header>
-            <name>Access-Control-Allow-Origin</name>
-            <value>*</value>
-        </header>
-        <header>
-            <name>Access-Control-Allow-Headers</name>
-            <value>origin, x-requested-with</value>
-        </header>
-        <header>
-            <name>Access-Control-Allow-Methods</name>
-            <value>POST, GET, OPTIONS</value>
-        </header>
-        <header>
-            <name>Access-Control-Max-Age</name>
-            <value>86400</value>
-        </header>
-    </http_options_response -->
-
-    <!-- It is the name that will be shown in the clickhouse-client.
-         By default, anything with "production" will be highlighted in red in query prompt.
-    -->
-    <!--display_name>production</display_name-->
-
-    <!-- Port for HTTP API. See also 'https_port' for secure connections.
-         This interface is also used by ODBC and JDBC drivers (DataGrip, Dbeaver, ...)
-         and by most of web interfaces (embedded UI, Grafana, Redash, ...).
-      -->
     <http_port>8123</http_port>
-
-    <!-- Port for interaction by native protocol with:
-         - clickhouse-client and other native ClickHouse tools (clickhouse-benchmark, clickhouse-copier);
-         - clickhouse-server with other clickhouse-servers for distributed query processing;
-         - ClickHouse drivers and applications supporting native protocol
-         (this protocol is also informally called as "the TCP protocol");
-         See also 'tcp_port_secure' for secure connections.
-    -->
     <tcp_port>9000</tcp_port>
-
-    <!-- Compatibility with MySQL protocol.
-         ClickHouse will pretend to be MySQL for applications connecting to this port.
-    -->
     <mysql_port>9004</mysql_port>
-
-    <!-- Compatibility with PostgreSQL protocol.
-         ClickHouse will pretend to be PostgreSQL for applications connecting to this port.
-    -->
     <postgresql_port>9005</postgresql_port>
-
-    <!-- HTTP API with TLS (HTTPS).
-         You have to configure certificate to enable this interface.
-         See the openSSL section below.
-    -->
     <https_port>8443</https_port>
-
-    <!-- Native interface with TLS.
-         You have to configure certificate to enable this interface.
-         See the openSSL section below.
-    -->
     <tcp_port_secure>9440</tcp_port_secure>
-
-    <!-- Native interface wrapped with PROXYv1 protocol
-         PROXYv1 header sent for every connection.
-         ClickHouse will extract information about proxy-forwarded client address from the header.
-    -->
-    <!-- <tcp_with_proxy_port>9011</tcp_with_proxy_port> -->
-
-    <!-- Port for communication between replicas. Used for data exchange.
-         It provides low-level data access between servers.
-         This port should not be accessible from untrusted networks.
-         See also 'interserver_http_credentials'.
-         Data transferred over connections to this port should not go through untrusted networks.
-         See also 'interserver_https_port'.
-      -->
     <interserver_http_port>9009</interserver_http_port>
-
-    <!-- Port for communication between replicas with TLS.
-         You have to configure certificate to enable this interface.
-         See the openSSL section below.
-         See also 'interserver_http_credentials'.
-      -->
-    <!-- <interserver_https_port>9010</interserver_https_port> -->
-
-    <!-- Hostname that is used by other replicas to request this server.
-         If not specified, than it is determined analogous to 'hostname -f' command.
-         This setting could be used to switch replication to another network interface
-         (the server may be connected to multiple networks via multiple addresses)
-      -->
-
-    <!--
-    <interserver_http_host>example.yandex.ru</interserver_http_host>
-    -->
-
-    <!-- You can specify credentials for authenthication between replicas.
-         This is required when interserver_https_port is accessible from untrusted networks,
-         and also recommended to avoid SSRF attacks from possibly compromised services in your network.
-      -->
-    <!--<interserver_http_credentials>
-        <user>interserver</user>
-        <password></password>
-    </interserver_http_credentials>-->
-
-    <!-- Listen specified address.
-         Use :: (wildcard IPv6 address), if you want to accept connections both with IPv4 and IPv6 from
-    everywhere.
-         Notes:
-         If you open connections from wildcard address, make sure that at least one of the following
-    measures applied:
-         - server is protected by firewall and not accessible from untrusted networks;
-         - all users are restricted to subset of network addresses (see users.xml);
-         - all users have strong passwords, only secure (TLS) interfaces are accessible, or connections are
-    only made via TLS interfaces.
-         - users without password have readonly access.
-         See also: https://www.shodan.io/search?query=clickhouse
-      -->
-    <!-- <listen_host>::</listen_host> -->
-
-
-    <!-- Same for hosts without support for IPv6: -->
-    <!-- <listen_host>0.0.0.0</listen_host> -->
-
-    <!-- Default values - try listen localhost on IPv4 and IPv6. -->
-    <!--
-    <listen_host>::1</listen_host>
-    <listen_host>127.0.0.1</listen_host>
-    -->
-
-    <!-- Don't exit if IPv6 or IPv4 networks are unavailable while trying to listen. -->
-    <!-- <listen_try>0</listen_try> -->
-
-    <!-- Allow multiple servers to listen on the same address:port. This is not recommended.
-      -->
-    <!-- <listen_reuse_port>0</listen_reuse_port> -->
-
-    <!-- <listen_backlog>4096</listen_backlog> -->
-
     <max_connections>4096</max_connections>
-
-    <!-- For 'Connection: keep-alive' in HTTP 1.1 -->
     <keep_alive_timeout>3</keep_alive_timeout>
 
-    <!-- gRPC protocol (see src/Server/grpc_protos/clickhouse_grpc.proto for the API) -->
-    <!-- <grpc_port>9100</grpc_port> -->
-    <grpc>
-        <enable_ssl>false</enable_ssl>
-
-        <!-- The following two files are used only if enable_ssl=1 -->
-        <ssl_cert_file>/path/to/ssl_cert_file</ssl_cert_file>
-        <ssl_key_file>/path/to/ssl_key_file</ssl_key_file>
-
-        <!-- Whether server will request client for a certificate -->
-        <ssl_require_client_auth>false</ssl_require_client_auth>
-
-        <!-- The following file is used only if ssl_require_client_auth=1 -->
-        <ssl_ca_cert_file>/path/to/ssl_ca_cert_file</ssl_ca_cert_file>
-
-        <!-- Default transport compression type (can be overridden by client, see the
-        transport_compression_type field in QueryInfo).
-             Supported algorithms: none, deflate, gzip, stream_gzip -->
-        <transport_compression_type>none</transport_compression_type>
-
-        <!-- Default transport compression level. Supported levels: 0..3 -->
-        <transport_compression_level>0</transport_compression_level>
-
-        <!-- Send/receive message size limits in bytes. -1 means unlimited -->
-        <max_send_message_size>-1</max_send_message_size>
-        <max_receive_message_size>-1</max_receive_message_size>
-
-        <!-- Enable if you want very detailed logs -->
-        <verbose_logs>false</verbose_logs>
-    </grpc>
-
-    <!-- Used with https_port and tcp_port_secure. Full ssl options list:
-    https://github.com/ClickHouse-Extras/poco/blob/master/NetSSL_OpenSSL/include/Poco/Net/SSLManager.h#L71 -->
     <openSSL>
-        <server> <!-- Used for https server AND secure tcp port -->
-            <!-- openssl req -subj "/CN=localhost" -new -newkey rsa:2048 -days 365 -nodes -x509
-            -keyout /etc/clickhouse-server/server.key -out /etc/clickhouse-server/server.crt -->
+        <server>
             <certificateFile>/etc/clickhouse-server/server.crt</certificateFile>
             <privateKeyFile>/etc/clickhouse-server/server.key</privateKeyFile>
-            <!-- dhparams are optional. You can delete the <dhParamsFile> element.
-                 To generate dhparams, use the following command:
-                  openssl dhparam -out /etc/clickhouse-server/dhparam.pem 4096
-                 Only file format with BEGIN DH PARAMETERS is supported.
-              -->
             <dhParamsFile>/etc/clickhouse-server/dhparam.pem</dhParamsFile>
             <verificationMode>none</verificationMode>
             <loadDefaultCAFile>true</loadDefaultCAFile>
@@ -262,28 +36,17 @@
             <preferServerCiphers>true</preferServerCiphers>
         </server>
 
-        <client> <!-- Used for connecting to https dictionary source and secured Zookeeper
-            communication -->
+        <client>
             <loadDefaultCAFile>true</loadDefaultCAFile>
             <cacheSessions>true</cacheSessions>
             <disableProtocols>sslv2,sslv3</disableProtocols>
             <preferServerCiphers>true</preferServerCiphers>
-            <!-- Use for self-signed: <verificationMode>none</verificationMode> -->
             <invalidCertificateHandler>
-                <!-- Use for self-signed: <name>AcceptCertificateHandler</name> -->
                 <name>RejectCertificateHandler</name>
             </invalidCertificateHandler>
         </client>
     </openSSL>
 
-    <!-- Default root page on http[s] server. For example load UI from https://tabix.io/ when
-    opening http://localhost:8123 -->
-    <!--
-    <http_server_default_response><![CDATA[<html ng-app="SMI2"><head><base
-    href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script
-    src="http://loader.tabix.io/master.js"></script></body></html>]]></http_server_default_response>
-    -->
-
     <!-- Maximum number of concurrent queries. -->
     <max_concurrent_queries>200</max_concurrent_queries>
 
@@ -359,27 +122,6 @@
       -->
     <mark_cache_size>5368709120</mark_cache_size>
 
-
-    <!-- If you enable the `min_bytes_to_use_mmap_io` setting,
-         the data in MergeTree tables can be read with mmap to avoid copying from kernel to userspace.
-         It makes sense only for large files and helps only if data reside in page cache.
-         To avoid frequent open/mmap/munmap/close calls (which are very expensive due to consequent page
-    faults)
-         and to reuse mappings from several threads and queries,
-         the cache of mapped files is maintained. Its size is the number of mapped regions (usually equal to
-    the number of mapped files).
-         The amount of data in mapped files can be monitored
-         in system.metrics, system.metric_log by the MMappedFiles, MMappedFileBytes metrics
-         and in system.asynchronous_metrics, system.asynchronous_metrics_log by the MMapCacheCells metric,
-         and also in system.events, system.processes, system.query_log, system.query_thread_log,
-    system.query_views_log by the
-         CreatedReadBufferMMap, CreatedReadBufferMMapFailed, MMappedFileCacheHits, MMappedFileCacheMisses
-    events.
-         Note that the amount of data in mapped files does not consume memory directly and is not accounted
-         in query or server memory usage - because this memory can be discarded similar to OS page cache.
-         The cache is dropped (the files are closed) automatically on removal of old parts in MergeTree,
-         also it can be dropped manually by the SYSTEM DROP MMAP CACHE query.
-      -->
     <mmap_cache_size>1000</mmap_cache_size>
 
     <!-- Cache size in bytes for compiled expressions.-->
@@ -394,124 +136,9 @@
     <!-- Path to temporary data for processing hard queries. -->
     <tmp_path>/var/lib/clickhouse/tmp/</tmp_path>
 
-    <!-- Policy from the <storage_configuration> for the temporary files.
-         If not set <tmp_path> is used, otherwise <tmp_path> is ignored.
-
-         Notes:
-         - move_factor              is ignored
-         - keep_free_space_bytes    is ignored
-         - max_data_part_size_bytes is ignored
-         - you must have exactly one volume in that policy
-    -->
-    <!-- <tmp_policy>tmp</tmp_policy> -->
-
     <!-- Directory with user provided files that are accessible by 'file' table function. -->
     <user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
 
-    <!-- LDAP server definitions. -->
-    <ldap_servers>
-        <!-- List LDAP servers with their connection parameters here to later 1) use them as
-        authenticators for dedicated local users,
-              who have 'ldap' authentication mechanism specified instead of 'password', or to 2) use them as
-        remote user directories.
-             Parameters:
-                host - LDAP server hostname or IP, this parameter is mandatory and cannot be empty.
-                port - LDAP server port, default is 636 if enable_tls is set to true, 389 otherwise.
-                bind_dn - template used to construct the DN to bind to.
-                        The resulting DN will be constructed by replacing all '{user_name}' substrings of the template with
-        the actual
-                         user name during each authentication attempt.
-                user_dn_detection - section with LDAP search parameters for detecting the actual user DN of the
-        bound user.
-                        This is mainly used in search filters for further role mapping when the server is Active Directory.
-        The
-                         resulting user DN will be used when replacing '{user_dn}' substrings wherever they are allowed. By
-        default,
-                         user DN is set equal to bind DN, but once search is performed, it will be updated with to the
-        actual detected
-                         user DN value.
-                    base_dn - template used to construct the base DN for the LDAP search.
-                            The resulting DN will be constructed by replacing all '{user_name}' and '{bind_dn}' substrings
-                             of the template with the actual user name and bind DN during the LDAP search.
-                    scope - scope of the LDAP search.
-                            Accepted values are: 'base', 'one_level', 'children', 'subtree' (the default).
-                    search_filter - template used to construct the search filter for the LDAP search.
-                            The resulting filter will be constructed by replacing all '{user_name}', '{bind_dn}', and
-        '{base_dn}'
-                             substrings of the template with the actual user name, bind DN, and base DN during the LDAP search.
-                            Note, that the special characters must be escaped properly in XML.
-                verification_cooldown - a period of time, in seconds, after a successful bind attempt, during which
-        a user will be assumed
-                         to be successfully authenticated for all consecutive requests without contacting the LDAP server.
-                        Specify 0 (the default) to disable caching and force contacting the LDAP server for each
-        authentication request.
-                enable_tls - flag to trigger use of secure connection to the LDAP server.
-                        Specify 'no' for plain text (ldap://) protocol (not recommended).
-                        Specify 'yes' for LDAP over SSL/TLS (ldaps://) protocol (recommended, the default).
-                        Specify 'starttls' for legacy StartTLS protocol (plain text (ldap://) protocol, upgraded to TLS).
-                tls_minimum_protocol_version - the minimum protocol version of SSL/TLS.
-                        Accepted values are: 'ssl2', 'ssl3', 'tls1.0', 'tls1.1', 'tls1.2' (the default).
-                tls_require_cert - SSL/TLS peer certificate verification behavior.
-                        Accepted values are: 'never', 'allow', 'try', 'demand' (the default).
-                tls_cert_file - path to certificate file.
-                tls_key_file - path to certificate key file.
-                tls_ca_cert_file - path to CA certificate file.
-                tls_ca_cert_dir - path to the directory containing CA certificates.
-                tls_cipher_suite - allowed cipher suite (in OpenSSL notation).
-             Example:
-                <my_ldap_server>
-                    <host>localhost</host>
-                    <port>636</port>
-                    <bind_dn>uid={user_name},ou=users,dc=example,dc=com</bind_dn>
-                    <verification_cooldown>300</verification_cooldown>
-                    <enable_tls>yes</enable_tls>
-                    <tls_minimum_protocol_version>tls1.2</tls_minimum_protocol_version>
-                    <tls_require_cert>demand</tls_require_cert>
-                    <tls_cert_file>/path/to/tls_cert_file</tls_cert_file>
-                    <tls_key_file>/path/to/tls_key_file</tls_key_file>
-                    <tls_ca_cert_file>/path/to/tls_ca_cert_file</tls_ca_cert_file>
-                    <tls_ca_cert_dir>/path/to/tls_ca_cert_dir</tls_ca_cert_dir>
-        <tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>
-                </my_ldap_server>
-             Example (typical Active Directory with configured user DN detection for further role mapping):
-                <my_ad_server>
-                    <host>localhost</host>
-                    <port>389</port>
-                    <bind_dn>EXAMPLE\{user_name}</bind_dn>
-                    <user_dn_detection>
-                        <base_dn>CN=Users,DC=example,DC=com</base_dn>
-                        <search_filter>(&amp;(objectClass=user)(sAMAccountName={user_name}))</search_filter>
-                    </user_dn_detection>
-                    <enable_tls>no</enable_tls>
-                </my_ad_server>
-        -->
-    </ldap_servers>
-
-    <!-- To enable Kerberos authentication support for HTTP requests (GSS-SPNEGO), for those users
-    who are explicitly configured
-          to authenticate via Kerberos, define a single 'kerberos' section here.
-         Parameters:
-            principal - canonical service principal name, that will be acquired and used when accepting
-    security contexts.
-                    This parameter is optional, if omitted, the default principal will be used.
-                    This parameter cannot be specified together with 'realm' parameter.
-            realm - a realm, that will be used to restrict authentication to only those requests whose
-    initiator's realm matches it.
-                    This parameter is optional, if omitted, no additional filtering by realm will be applied.
-                    This parameter cannot be specified together with 'principal' parameter.
-         Example:
-            <kerberos />
-         Example:
-            <kerberos>
-                <principal>HTTP/clickhouse.example.com@EXAMPLE.COM</principal>
-            </kerberos>
-         Example:
-            <kerberos>
-                <realm>EXAMPLE.COM</realm>
-            </kerberos>
-    -->
-
-    <!-- Sources to read users, roles, access rights, profiles of settings, quotas. -->
     <user_directories>
         <users_xml>
             <!-- Path to configuration file with predefined users. -->
@@ -522,193 +149,25 @@
             <path>/var/lib/clickhouse/access/</path>
         </local_directory>
 
-        <!-- To add an LDAP server as a remote user directory of users that are not defined locally,
-        define a single 'ldap' section
-              with the following parameters:
-                server - one of LDAP server names defined in 'ldap_servers' config section above.
-                        This parameter is mandatory and cannot be empty.
-                roles - section with a list of locally defined roles that will be assigned to each user retrieved
-        from the LDAP server.
-                        If no roles are specified here or assigned during role mapping (below), user will not be able to
-        perform any
-                         actions after authentication.
-                role_mapping - section with LDAP search parameters and mapping rules.
-                        When a user authenticates, while still bound to LDAP, an LDAP search is performed using
-        search_filter and the
-                         name of the logged in user. For each entry found during that search, the value of the specified
-        attribute is
-                         extracted. For each attribute value that has the specified prefix, the prefix is removed, and the
-        rest of the
-                         value becomes the name of a local role defined in ClickHouse, which is expected to be created
-        beforehand by
-                         CREATE ROLE command.
-                        There can be multiple 'role_mapping' sections defined inside the same 'ldap' section. All of them
-        will be
-                         applied.
-                    base_dn - template used to construct the base DN for the LDAP search.
-                            The resulting DN will be constructed by replacing all '{user_name}', '{bind_dn}', and '{user_dn}'
-                             substrings of the template with the actual user name, bind DN, and user DN during each LDAP search.
-                    scope - scope of the LDAP search.
-                            Accepted values are: 'base', 'one_level', 'children', 'subtree' (the default).
-                    search_filter - template used to construct the search filter for the LDAP search.
-                            The resulting filter will be constructed by replacing all '{user_name}', '{bind_dn}', '{user_dn}',
-        and
-                             '{base_dn}' substrings of the template with the actual user name, bind DN, user DN, and base DN
-        during
-                             each LDAP search.
-                            Note, that the special characters must be escaped properly in XML.
-                    attribute - attribute name whose values will be returned by the LDAP search. 'cn', by default.
-                    prefix - prefix, that will be expected to be in front of each string in the original list of
-        strings returned by
-                             the LDAP search. Prefix will be removed from the original strings and resulting strings will be
-        treated
-                             as local role names. Empty, by default.
-             Example:
-                <ldap>
-                    <server>my_ldap_server</server>
-                    <roles>
-                        <my_local_role1 />
-                        <my_local_role2 />
-                    </roles>
-                    <role_mapping>
-                        <base_dn>ou=groups,dc=example,dc=com</base_dn>
-                        <scope>subtree</scope>
-                        <search_filter>(&amp;(objectClass=groupOfNames)(member={bind_dn}))</search_filter>
-                        <attribute>cn</attribute>
-                        <prefix>clickhouse_</prefix>
-                    </role_mapping>
-                </ldap>
-             Example (typical Active Directory with role mapping that relies on the detected user DN):
-                <ldap>
-                    <server>my_ad_server</server>
-                    <role_mapping>
-                        <base_dn>CN=Users,DC=example,DC=com</base_dn>
-                        <attribute>CN</attribute>
-                        <scope>subtree</scope>
-                        <search_filter>(&amp;(objectClass=group)(member={user_dn}))</search_filter>
-                        <prefix>clickhouse_</prefix>
-                    </role_mapping>
-                </ldap>
-        -->
     </user_directories>
 
-    <!-- Default profile of settings. -->
     <default_profile>default</default_profile>
 
-    <!-- Comma-separated list of prefixes for user-defined settings. -->
     <custom_settings_prefixes></custom_settings_prefixes>
 
-    <!-- System profile of settings. This settings are used by internal processes (Distributed DDL
-    worker and so on). -->
-    <!-- <system_profile>default</system_profile> -->
-
-    <!-- Buffer profile of settings.
-         This settings are used by Buffer storage to flush data to the underlying table.
-         Default: used from system_profile directive.
-    -->
-    <!-- <buffer_profile>default</buffer_profile> -->
-
-    <!-- Default database. -->
     <default_database>default</default_database>
 
-    <!-- Server time zone could be set here.
-
-         Time zone is used when converting between String and DateTime types,
-          when printing DateTime in text formats and parsing DateTime from text,
-          it is used in date and time related functions, if specific time zone was not passed as an argument.
-
-         Time zone is specified as identifier from IANA time zone database, like UTC or Africa/Abidjan.
-         If not specified, system time zone at server startup is used.
-
-         Please note, that server could display time zone alias instead of specified name.
-         Example: W-SU is an alias for Europe/Moscow and Zulu is an alias for UTC.
-    -->
-    <!-- <timezone>Europe/Moscow</timezone> -->
-
-    <!-- You can specify umask here (see "man umask"). Server will apply it on startup.
-         Number is always parsed as octal. Default umask is 027 (other users cannot read logs, data files,
-    etc; group can only read).
-    -->
-    <!-- <umask>022</umask> -->
-
-    <!-- Perform mlockall after startup to lower first queries latency
-          and to prevent clickhouse executable from being paged out under high IO load.
-         Enabling this option is recommended but will lead to increased startup time for up to a few
-    seconds.
-    -->
     <mlock_executable>true</mlock_executable>
 
     <!-- Reallocate memory for machine code ("text") using huge pages. Highly experimental. -->
     <remap_executable>false</remap_executable>
 
-    <![CDATA[
-         Uncomment below in order to use JDBC table engine and function.
-
-         To install and run JDBC bridge in background:
-         * [Debian/Ubuntu]
-           export MVN_URL=https://repo1.maven.org/maven2/ru/yandex/clickhouse/clickhouse-jdbc-bridge
-           export PKG_VER=$(curl -sL $MVN_URL/maven-metadata.xml | grep '<release>' | sed -e 's|.*>\(.*\)<.*|\1|')
-           wget https://github.com/ClickHouse/clickhouse-jdbc-bridge/releases/download/v$PKG_VER/clickhouse-jdbc-bridge_$PKG_VER-1_all.deb
-           apt install --no-install-recommends -f ./clickhouse-jdbc-bridge_$PKG_VER-1_all.deb
-           clickhouse-jdbc-bridge &
-
-         * [CentOS/RHEL]
-           export MVN_URL=https://repo1.maven.org/maven2/ru/yandex/clickhouse/clickhouse-jdbc-bridge
-           export PKG_VER=$(curl -sL $MVN_URL/maven-metadata.xml | grep '<release>' | sed -e 's|.*>\(.*\)<.*|\1|')
-           wget https://github.com/ClickHouse/clickhouse-jdbc-bridge/releases/download/v$PKG_VER/clickhouse-jdbc-bridge-$PKG_VER-1.noarch.rpm
-           yum localinstall -y clickhouse-jdbc-bridge-$PKG_VER-1.noarch.rpm
-           clickhouse-jdbc-bridge &
-
-         Please refer to https://github.com/ClickHouse/clickhouse-jdbc-bridge#usage for more information.
-    ]]>
-    <!--
-    <jdbc_bridge>
-        <host>127.0.0.1</host>
-        <port>9019</port>
-    </jdbc_bridge>
-    -->
-
-    <!-- Configuration of clusters that could be used in Distributed tables.
-         https://clickhouse.com/docs/en/operations/table_engines/distributed/
-      -->
     <remote_servers>
-
-        <!-- Test only shard config for testing distributed storage -->
         <posthog>
-            <!-- Inter-server per-cluster secret for Distributed queries
-                 default: no secret (no authentication will be performed)
-
-                 If set, then Distributed queries will be validated on shards, so at least:
-                 - such cluster should exist on the shard,
-                 - such cluster should have the same secret.
-
-                 And also (and which is more important), the initial_user will
-                 be used as current user for the query.
-
-                 Right now the protocol is pretty simple and it only takes into account:
-                 - cluster name
-                 - query
-
-                 Also it will be nice if the following will be implemented:
-                 - source hostname (see interserver_http_host), but then it will depends from DNS,
-                   it can use IP address instead, but then the you need to get correct on the initiator node.
-                 - target hostname / ip address (same notes as for source hostname)
-                 - time-based security tokens
-            -->
-            <!-- <secret></secret> -->
-
             <shard>
-                <!-- Optional. Whether to write data to just one of the replicas. Default: false
-                (write data to all replicas). -->
-                <!-- <internal_replication>false</internal_replication> -->
-                <!-- Optional. Shard weight when writing data. Default: 1. -->
-                <!-- <weight>1</weight> -->
                 <replica>
                     <host>localhost</host>
                     <port>9000</port>
-                    <!-- Optional. Priority of the replica for load_balancing. Default: 1 (less
-                    value has more priority). -->
-                    <!-- <priority>1</priority> -->
                 </replica>
             </shard>
         </posthog>
@@ -722,45 +181,10 @@
         </posthog_single_shard>
     </remote_servers>
 
-    <!-- The list of hosts allowed to use in URL-related storage engines and table functions.
-        If this section is not present in configuration, all hosts are allowed.
-    -->
     <remote_url_allow_hosts>
-        <!-- Host should be specified exactly as in URL. The name is checked before DNS resolution.
-            Example: "yandex.ru", "yandex.ru." and "www.yandex.ru" are different hosts.
-                    If port is explicitly specified in URL, the host:port is checked as a whole.
-                    If host specified here without port, any port with this host allowed.
-                    "yandex.ru" -> "yandex.ru:443", "yandex.ru:80" etc. is allowed, but "yandex.ru:80" -> only
-        "yandex.ru:80" is allowed.
-            If the host is specified as IP address, it is checked as specified in URL. Example:
-        "[2a02:6b8:a::a]".
-            If there are redirects and support for redirects is enabled, every redirect (the Location field) is
-        checked.
-            Host should be specified using the host xml tag:
-                    <host>yandex.ru</host>
-        -->
-
-        <!-- Regular expression can be specified. RE2 engine is used for regexps.
-            Regexps are not aligned: don't forget to add ^ and $. Also don't forget to escape dot (.)
-        metacharacter
-            (forgetting to do so is a common source of error).
-        -->
         <host_regexp>.*</host_regexp>
     </remote_url_allow_hosts>
 
-    <!-- If element has 'incl' attribute, then for it's value will be used corresponding
-    substitution from another file.
-         By default, path to file with substitutions is /etc/metrika.xml. It could be changed in config in
-    'include_from' element.
-         Values for substitutions are specified in /clickhouse/name_of_substitution elements in that file.
-      -->
-
-    <!-- ZooKeeper is used to store metadata about replicas, when using Replicated tables.
-         Optional. If you don't use replicated tables, you could omit that.
-
-         See https://clickhouse.com/docs/en/engines/table-engines/mergetree-family/replication/
-      -->
-
     <zookeeper>
         <node>
             <host>zookeeper</host>
@@ -768,13 +192,6 @@
         </node>
     </zookeeper>
 
-    <!-- Substitutions for parameters of replicated tables.
-          Optional. If you don't use replicated tables, you could omit that.
-
-         See
-    https://clickhouse.com/docs/en/engines/table-engines/mergetree-family/replication/#creating-replicated-tables
-      -->
-
     <macros>
         <shard>01</shard>
         <replica>ch1</replica>
@@ -784,71 +201,12 @@
     <!-- Reloading interval for embedded dictionaries, in seconds. Default: 3600. -->
     <builtin_dictionaries_reload_interval>3600</builtin_dictionaries_reload_interval>
 
-
     <!-- Maximum session timeout, in seconds. Default: 3600. -->
     <max_session_timeout>3600</max_session_timeout>
 
     <!-- Default session timeout, in seconds. Default: 60. -->
     <default_session_timeout>60</default_session_timeout>
 
-    <!-- Sending data to Graphite for monitoring. Several sections can be defined. -->
-    <!--
-        interval - send every X second
-        root_path - prefix for keys
-        hostname_in_path - append hostname to root_path (default = true)
-        metrics - send data from table system.metrics
-        events - send data from table system.events
-        asynchronous_metrics - send data from table system.asynchronous_metrics
-    -->
-    <!--
-    <graphite>
-        <host>localhost</host>
-        <port>42000</port>
-        <timeout>0.1</timeout>
-        <interval>60</interval>
-        <root_path>one_min</root_path>
-        <hostname_in_path>true</hostname_in_path>
-
-        <metrics>true</metrics>
-        <events>true</events>
-        <events_cumulative>false</events_cumulative>
-        <asynchronous_metrics>true</asynchronous_metrics>
-    </graphite>
-    <graphite>
-        <host>localhost</host>
-        <port>42000</port>
-        <timeout>0.1</timeout>
-        <interval>1</interval>
-        <root_path>one_sec</root_path>
-
-        <metrics>true</metrics>
-        <events>true</events>
-        <events_cumulative>false</events_cumulative>
-        <asynchronous_metrics>false</asynchronous_metrics>
-    </graphite>
-    -->
-
-    <!-- Serve endpoint for Prometheus monitoring. -->
-    <!--
-        endpoint - mertics path (relative to root, statring with "/")
-        port - port to setup server. If not defined or 0 than http_port used
-        metrics - send data from table system.metrics
-        events - send data from table system.events
-        asynchronous_metrics - send data from table system.asynchronous_metrics
-        status_info - send data from different component from CH, ex: Dictionaries status
-    -->
-    <!--
-    <prometheus>
-        <endpoint>/metrics</endpoint>
-        <port>9363</port>
-
-        <metrics>true</metrics>
-        <events>true</events>
-        <asynchronous_metrics>true</asynchronous_metrics>
-        <status_info>true</status_info>
-    </prometheus>
-    -->
-
     <!-- Query log. Used only for queries with setting log_queries = 1. -->
     <query_log>
         <!-- What table to insert data. If table is not exist, it will be created.
@@ -857,32 +215,7 @@
         -->
         <database>system</database>
         <table>query_log</table>
-        <!--
-            PARTITION BY expr:
-        https://clickhouse.com/docs/en/table_engines/mergetree-family/custom_partitioning_key/
-            Example:
-                event_date
-                toMonday(event_date)
-                toYYYYMM(event_date)
-                toStartOfHour(event_time)
-        -->
         <partition_by>toYYYYMM(event_date)</partition_by>
-        <!--
-            Table TTL specification:
-        https://clickhouse.com/docs/en/engines/table-engines/mergetree-family/mergetree/#mergetree-table-ttl
-            Example:
-                event_date + INTERVAL 1 WEEK
-                event_date + INTERVAL 7 DAY DELETE
-                event_date + INTERVAL 2 WEEK TO DISK 'bbb'
-
-        <ttl>event_date + INTERVAL 30 DAY DELETE</ttl>
-        -->
-
-        <!-- Instead of partition_by, you can provide full engine expression (starting with ENGINE =
-        ) with parameters,
-             Example: <engine>ENGINE = MergeTree PARTITION BY toYYYYMM(event_date) ORDER BY (event_date,
-        event_time) SETTINGS index_granularity = 1024</engine>
-          -->
 
         <!-- Interval of flushing data. -->
         <flush_interval_milliseconds>7500</flush_interval_milliseconds>
@@ -893,23 +226,12 @@
         <!-- Lines amount threshold, reaching it launches flushing logs to the disk in background. -->
         <buffer_size_rows_flush_threshold>524288</buffer_size_rows_flush_threshold>
         <!-- Indication whether logs should be dumped to the disk in case of a crash -->
-        <flush_on_crash>false</flush_on_crash>
+        <flush_on_crash>true</flush_on_crash>
 
         <!-- example of using a different storage policy for a system table -->
         <!-- storage_policy>local_ssd</storage_policy -->
     </query_log>
 
-    <!-- Trace log. Stores stack traces collected by query profilers.
-         See query_profiler_real_time_period_ns and query_profiler_cpu_time_period_ns settings.
-    <trace_log>
-        <database>system</database>
-        <table>trace_log</table>
-
-        <partition_by>toYYYYMM(event_date)</partition_by>
-        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-    </trace_log>
-  -->
-
     <!-- Query thread log. Has information about all threads participated in query execution.
          Used only for queries with setting log_query_threads = 1. -->
     <query_thread_log>
@@ -932,29 +254,13 @@
         <flush_interval_milliseconds>7500</flush_interval_milliseconds>
     </query_views_log>
 
-    <!-- Uncomment if use part log.
-         Part log contains information about all actions with parts in MergeTree tables (creation, deletion,
-    merges, downloads).
-    <part_log>
-        <database>system</database>
-        <table>part_log</table>
-        <partition_by>toYYYYMM(event_date)</partition_by>
-        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-    </part_log>
-  -->
 
-    <!-- Uncomment to write text log into table.
-         Text log contains all information from usual server log but stores it in structured and efficient
-    way.
-         The level of the messages that goes to the table can be limited (<level>), if not specified all
-    messages will go to the table.
     <text_log>
         <database>system</database>
         <table>text_log</table>
         <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-        <level></level>
+        <level>trace</level>
     </text_log>
-    -->
 
     <!-- Metric log contains rows with current values of ProfileEvents, CurrentMetrics collected
     with "collect_interval_milliseconds" interval. -->
@@ -1027,19 +333,6 @@
         <flush_interval_milliseconds>7500</flush_interval_milliseconds>
     </session_log>
 
-    <!-- Parameters for embedded dictionaries, used in Yandex.Metrica.
-         See https://clickhouse.com/docs/en/dicts/internal_dicts/
-    -->
-
-    <!-- Path to file with region hierarchy. -->
-    <!--
-    <path_to_regions_hierarchy_file>/opt/geo/regions_hierarchy.txt</path_to_regions_hierarchy_file> -->
-
-    <!-- Path to directory with files containing names of regions -->
-    <!-- <path_to_regions_names_files>/opt/geo/</path_to_regions_names_files> -->
-
-
-    <!-- <top_level_domains_path>/var/lib/clickhouse/top_level_domains/</top_level_domains_path> -->
     <!-- Custom TLD lists.
          Format: <name>/path/to/file</name>
 
@@ -1060,102 +353,11 @@
     <!-- Configuration of user defined executable functions -->
     <user_defined_executable_functions_config>*_function.xml</user_defined_executable_functions_config>
 
-    <!-- Uncomment if you want data to be compressed 30-100% better.
-         Don't do that if you just started using ClickHouse.
-      -->
-    <!--
-    <compression>
-        <!- - Set of variants. Checked in order. Last matching case wins. If nothing matches, lz4 will be
-    used. - ->
-        <case>
-
-            <!- - Conditions. All must be satisfied. Some conditions may be omitted. - ->
-            <min_part_size>10000000000</min_part_size>        <!- - Min part size in bytes. - ->
-            <min_part_size_ratio>0.01</min_part_size_ratio>   <!- - Min size of part relative to whole table
-    size. - ->
-
-            <!- - What compression method to use. - ->
-            <method>zstd</method>
-        </case>
-    </compression>
-    -->
-
-    <!-- Configuration of encryption. The server executes a command to
-         obtain an encryption key at startup if such a command is
-         defined, or encryption codecs will be disabled otherwise. The
-         command is executed through /bin/sh and is expected to write
-         a Base64-encoded key to the stdout. -->
-    <encryption_codecs>
-        <!-- aes_128_gcm_siv -->
-        <!-- Example of getting hex key from env -->
-        <!-- the code should use this key and throw an exception if its length is not 16 bytes -->
-        <!--key_hex
-        from_env="..."></key_hex -->
-
-        <!-- Example of multiple hex keys. They can be imported from env or be written down in
-        config-->
-        <!-- the code should use these keys and throw an exception if their length is not 16 bytes -->
-        <!-- key_hex id="0">...</key_hex -->
-        <!-- key_hex id="1" from_env=".."></key_hex -->
-        <!-- key_hex id="2">...</key_hex -->
-        <!-- current_key_id>2</current_key_id -->
-
-        <!-- Example of getting hex key from config -->
-        <!-- the code should use this key and throw an exception if its length is not 16 bytes -->
-        <!-- key>...</key -->
-
-        <!-- example of adding nonce -->
-        <!-- nonce>...</nonce -->
-
-        <!-- /aes_128_gcm_siv -->
-    </encryption_codecs>
-
-    <!-- Allow to execute distributed DDL queries (CREATE, DROP, ALTER, RENAME) on cluster.
-         Works only if ZooKeeper is enabled. Comment it if such functionality isn't required. -->
     <distributed_ddl>
         <!-- Path in ZooKeeper to queue with DDL queries -->
         <path>/clickhouse/task_queue/ddl</path>
-
-        <!-- Settings from this profile will be used to execute DDL queries -->
-        <!-- <profile>default</profile> -->
-
-        <!-- Controls how much ON CLUSTER queries can be run simultaneously. -->
-        <!-- <pool_size>1</pool_size> -->
-
-        <!--
-             Cleanup settings (active tasks will not be removed)
-        -->
-
-        <!-- Controls task TTL (default 1 week) -->
-        <!-- <task_max_lifetime>604800</task_max_lifetime> -->
-
-        <!-- Controls how often cleanup should be performed (in seconds) -->
-        <!-- <cleanup_delay_period>60</cleanup_delay_period> -->
-
-        <!-- Controls how many tasks could be in the queue -->
-        <!-- <max_tasks_in_queue>1000</max_tasks_in_queue> -->
     </distributed_ddl>
 
-    <!-- Settings to fine tune MergeTree tables. See documentation in source code, in
-    MergeTreeSettings.h -->
-    <!--
-    <merge_tree>
-        <max_suspicious_broken_parts>5</max_suspicious_broken_parts>
-    </merge_tree>
-    -->
-
-    <!-- Protection from accidental DROP.
-         If size of a MergeTree table is greater than max_table_size_to_drop (in bytes) than table could not
-    be dropped with any DROP query.
-         If you want do delete one table and don't want to change clickhouse-server config, you could create
-    special file <clickhouse-path>/flags/force_drop_table and make DROP once.
-         By default max_table_size_to_drop is 50GB; max_table_size_to_drop=0 allows to DROP any tables.
-         The same for max_partition_size_to_drop.
-         Uncomment to disable protection.
-    -->
-    <!-- <max_table_size_to_drop>0</max_table_size_to_drop> -->
-    <!-- <max_partition_size_to_drop>0</max_partition_size_to_drop> -->
-
     <!-- Example of parameters for GraphiteMergeTree table engine -->
     <graphite_rollup_example>
         <pattern>
@@ -1209,91 +411,4 @@
             <replace>\1(???)</replace>
         </rule>
     </query_masking_rules>
-
-    <!-- Uncomment to use custom http handlers.
-        rules are checked from top to bottom, first match runs the handler
-            url - to match request URL, you can use 'regex:' prefix to use regex match(optional)
-            methods - to match request method, you can use commas to separate multiple method matches(optional)
-            headers - to match request headers, match each child element(child element name is header name),
-    you can use 'regex:' prefix to use regex match(optional)
-        handler is request handler
-            type - supported types: static, dynamic_query_handler, predefined_query_handler
-            query - use with predefined_query_handler type, executes query when the handler is called
-            query_param_name - use with dynamic_query_handler type, extracts and executes the value
-    corresponding to the <query_param_name> value in HTTP request params
-            status - use with static type, response status code
-            content_type - use with static type, response content-type
-            response_content - use with static type, Response content sent to client, when using the prefix
-    'file://' or 'config://', find the content from the file or configuration send to client.
-
-    <http_handlers>
-        <rule>
-            <url>/</url>
-            <methods>POST,GET</methods>
-            <headers><pragma>no-cache</pragma></headers>
-            <handler>
-                <type>dynamic_query_handler</type>
-                <query_param_name>query</query_param_name>
-            </handler>
-        </rule>
-
-        <rule>
-            <url>/predefined_query</url>
-            <methods>POST,GET</methods>
-            <handler>
-                <type>predefined_query_handler</type>
-                <query>SELECT * FROM system.settings</query>
-            </handler>
-        </rule>
-
-        <rule>
-            <handler>
-                <type>static</type>
-                <status>200</status>
-                <content_type>text/plain; charset=UTF-8</content_type>
-                <response_content>config://http_server_default_response</response_content>
-            </handler>
-        </rule>
-    </http_handlers>
-    -->
-
-    <send_crash_reports>
-        <!-- Changing <enabled> to true allows sending crash reports to -->
-        <!-- the ClickHouse core developers team via Sentry https://sentry.io -->
-        <!-- Doing so at least in pre-production environments is highly appreciated -->
-        <enabled>false</enabled>
-        <!-- Change <anonymize> to true if you don't feel comfortable attaching the server hostname
-        to the crash report -->
-        <anonymize>false</anonymize>
-        <!-- Default endpoint should be changed to different Sentry DSN only if you have -->
-        <!-- some in-house engineers or hired consultants who're going to debug ClickHouse issues
-        for you -->
-        <endpoint>https://6f33034cfe684dd7a3ab9875e57b1c8d@o388870.ingest.sentry.io/5226277</endpoint>
-    </send_crash_reports>
-
-    <!-- Uncomment to disable ClickHouse internal DNS caching. -->
-    <!-- <disable_internal_dns_cache>1</disable_internal_dns_cache> -->
-
-    <!-- You can also configure rocksdb like this: -->
-    <!--
-    <rocksdb>
-        <options>
-            <max_background_jobs>8</max_background_jobs>
-        </options>
-        <column_family_options>
-            <num_levels>2</num_levels>
-        </column_family_options>
-        <tables>
-            <table>
-                <name>TABLE</name>
-                <options>
-                    <max_background_jobs>8</max_background_jobs>
-                </options>
-                <column_family_options>
-                    <num_levels>2</num_levels>
-                </column_family_options>
-            </table>
-        </tables>
-    </rocksdb>
-    -->
-</yandex>
+</clickhouse>
diff --git a/docker/clickhouse/users.xml b/docker/clickhouse/users.xml
index ece3df0f09fbe..2538f69c746af 100644
--- a/docker/clickhouse/users.xml
+++ b/docker/clickhouse/users.xml
@@ -9,6 +9,9 @@
             <!-- Maximum memory usage for processing single query, in bytes. -->
             <max_memory_usage>10000000000</max_memory_usage>
 
+            <!-- Disable experimental analyzer -->
+            <!-- <allow_experimental_analyzer>0</allow_experimental_analyzer> -->
+
             <!-- How to choose between replicas during distributed query processing.
                  random - choose random replica from set of replicas with minimum number of errors
                  nearest_hostname - from set of replicas with minimum number of errors, choose replica
diff --git a/ee/api/test/__snapshots__/test_instance_settings.ambr b/ee/api/test/__snapshots__/test_instance_settings.ambr
index 020447634a620..539702c060a9e 100644
--- a/ee/api/test/__snapshots__/test_instance_settings.ambr
+++ b/ee/api/test/__snapshots__/test_instance_settings.ambr
@@ -5,9 +5,3 @@
   ALTER TABLE sharded_performance_events ON CLUSTER 'posthog' MODIFY TTL toDate(timestamp) + toIntervalWeek(5)
   '''
 # ---
-# name: TestInstanceSettings.test_update_recordings_ttl_setting
-  '''
-  /* user_id:0 request:_snapshot_ */
-  ALTER TABLE sharded_session_recording_events ON CLUSTER 'posthog' MODIFY TTL toDate(created_at) + toIntervalWeek(5)
-  '''
-# ---
diff --git a/ee/api/test/__snapshots__/test_organization_resource_access.ambr b/ee/api/test/__snapshots__/test_organization_resource_access.ambr
index b7151ed8b3582..bf8927ee81e66 100644
--- a/ee/api/test/__snapshots__/test_organization_resource_access.ambr
+++ b/ee/api/test/__snapshots__/test_organization_resource_access.ambr
@@ -101,20 +101,6 @@
   LIMIT 100
   '''
 # ---
-# name: TestOrganizationResourceAccessAPI.test_list_organization_resource_access_is_not_nplus1.14
-  '''
-  SELECT "ee_organizationresourceaccess"."id",
-         "ee_organizationresourceaccess"."resource",
-         "ee_organizationresourceaccess"."access_level",
-         "ee_organizationresourceaccess"."organization_id",
-         "ee_organizationresourceaccess"."created_by_id",
-         "ee_organizationresourceaccess"."created_at",
-         "ee_organizationresourceaccess"."updated_at"
-  FROM "ee_organizationresourceaccess"
-  WHERE "ee_organizationresourceaccess"."organization_id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 100
-  '''
-# ---
 # name: TestOrganizationResourceAccessAPI.test_list_organization_resource_access_is_not_nplus1.2
   '''
   SELECT "posthog_organization"."id",
diff --git a/ee/clickhouse/queries/funnels/funnel_correlation.py b/ee/clickhouse/queries/funnels/funnel_correlation.py
index c29aa81355e2f..3e5b69005d689 100644
--- a/ee/clickhouse/queries/funnels/funnel_correlation.py
+++ b/ee/clickhouse/queries/funnels/funnel_correlation.py
@@ -305,7 +305,7 @@ def get_event_property_query(self) -> tuple[str, dict[str, Any]]:
                     {event_join_query}
                     AND event.event IN %(event_names)s
             )
-            GROUP BY name
+            GROUP BY name, prop
             -- Discard high cardinality / low hits properties
             -- This removes the long tail of random properties with empty, null, or very small values
             HAVING (success_count + failure_count) > 2
diff --git a/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel.ambr b/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel.ambr
index e46a66175e650..10700d192c3e4 100644
--- a/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel.ambr
+++ b/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel.ambr
@@ -130,7 +130,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -279,7 +279,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -424,7 +424,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -562,7 +562,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
   ORDER BY aggregation_target
@@ -705,7 +705,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
   ORDER BY aggregation_target
@@ -848,7 +848,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -991,7 +991,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -1131,7 +1131,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -1280,7 +1280,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -1425,7 +1425,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -1540,7 +1540,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
   ORDER BY aggregation_target
@@ -1660,7 +1660,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
   ORDER BY aggregation_target
@@ -1780,7 +1780,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -1900,7 +1900,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -2040,7 +2040,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -2189,7 +2189,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -2334,7 +2334,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -2629,7 +2629,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -2929,7 +2929,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -3229,7 +3229,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
   ORDER BY aggregation_target
@@ -3529,7 +3529,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
   ORDER BY aggregation_target
diff --git a/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel_correlation.ambr b/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel_correlation.ambr
index a2ddf398c9188..fcf20440856ac 100644
--- a/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel_correlation.ambr
+++ b/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel_correlation.ambr
@@ -67,7 +67,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -168,7 +168,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -276,7 +276,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -368,7 +368,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -460,7 +460,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -552,7 +552,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -632,7 +632,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -740,7 +740,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -832,7 +832,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -924,7 +924,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1016,7 +1016,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1081,7 +1081,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1106,7 +1106,8 @@
        AND toTimeZone(toDateTime(event.timestamp), 'UTC') < COALESCE(actors.final_timestamp, actors.first_timestamp + INTERVAL 14 DAY, date_to)
        AND event.event NOT IN funnel_step_names
        AND event.event IN ['positively_related', 'negatively_related'] )
-  GROUP BY name
+  GROUP BY name,
+           prop
   HAVING (success_count + failure_count) > 2
   AND prop.1 NOT IN []
   UNION ALL
@@ -1167,7 +1168,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1192,7 +1193,8 @@
        AND toTimeZone(toDateTime(event.timestamp), 'UTC') < COALESCE(actors.final_timestamp, actors.first_timestamp + INTERVAL 14 DAY, date_to)
        AND event.event NOT IN funnel_step_names
        AND event.event IN ['positively_related', 'negatively_related'] )
-  GROUP BY name
+  GROUP BY name,
+           prop
   HAVING (success_count + failure_count) > 2
   AND prop.1 NOT IN []
   UNION ALL
@@ -1253,7 +1255,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1332,7 +1334,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1408,7 +1410,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1484,7 +1486,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1560,7 +1562,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1644,7 +1646,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1731,7 +1733,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1815,7 +1817,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1900,7 +1902,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -1988,7 +1990,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2073,7 +2075,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2158,7 +2160,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2243,7 +2245,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2336,7 +2338,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2432,7 +2434,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2525,7 +2527,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2601,7 +2603,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2690,7 +2692,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2763,7 +2765,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2836,7 +2838,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2909,7 +2911,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -2974,7 +2976,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3055,7 +3057,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3144,7 +3146,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3217,7 +3219,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3290,7 +3292,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3363,7 +3365,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3428,7 +3430,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3511,7 +3513,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3602,7 +3604,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3677,7 +3679,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3752,7 +3754,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3827,7 +3829,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3894,7 +3896,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -3977,7 +3979,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4068,7 +4070,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4143,7 +4145,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4218,7 +4220,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4293,7 +4295,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4360,7 +4362,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4450,7 +4452,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4548,7 +4550,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4630,7 +4632,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4712,7 +4714,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4794,7 +4796,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -4868,7 +4870,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
diff --git a/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel_correlations_persons.ambr b/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel_correlations_persons.ambr
index 97c5841d1c5b9..200f16b6117e7 100644
--- a/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel_correlations_persons.ambr
+++ b/ee/clickhouse/queries/funnels/test/__snapshots__/test_funnel_correlations_persons.ambr
@@ -103,7 +103,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -319,7 +319,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -479,7 +479,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -618,7 +618,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
@@ -757,7 +757,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [1, 2]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000),
diff --git a/ee/clickhouse/queries/test/__snapshots__/test_paths.ambr b/ee/clickhouse/queries/test/__snapshots__/test_paths.ambr
index 837c9cf8f6e72..fd94135b2ee7a 100644
--- a/ee/clickhouse/queries/test/__snapshots__/test_paths.ambr
+++ b/ee/clickhouse/queries/test/__snapshots__/test_paths.ambr
@@ -92,7 +92,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -273,7 +273,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -449,7 +449,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -625,7 +625,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -801,7 +801,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -977,7 +977,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -1166,7 +1166,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -1350,7 +1350,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -1534,7 +1534,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -1718,7 +1718,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 1
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -1902,7 +1902,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -2083,7 +2083,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -2264,7 +2264,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps = 2
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -2445,7 +2445,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -2626,7 +2626,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -2809,7 +2809,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -2987,7 +2987,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -3165,7 +3165,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -3343,7 +3343,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
@@ -3521,7 +3521,7 @@
               WHERE step_0 = 1 ))
         GROUP BY aggregation_target,
                  steps
-        HAVING steps = max_steps)
+        HAVING steps = max(max_steps))
      WHERE steps IN [2, 3]
      ORDER BY aggregation_target SETTINGS max_ast_elements=1000000,
                                           max_expanded_ast_elements=1000000)
diff --git a/ee/clickhouse/queries/test/__snapshots__/test_person_query.ambr b/ee/clickhouse/queries/test/__snapshots__/test_person_query.ambr
index 5f46bd1a81461..d281c880e5c82 100644
--- a/ee/clickhouse/queries/test/__snapshots__/test_person_query.ambr
+++ b/ee/clickhouse/queries/test/__snapshots__/test_person_query.ambr
@@ -8,11 +8,12 @@
               WHERE team_id = %(team_id)s
               
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
                
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -35,11 +36,12 @@
           )
           
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND (  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0)s) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -62,11 +64,12 @@
           )
           
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND ((  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0_0)s  OR replaceRegexpAll(JSONExtractRaw(argMax(person.properties, version), %(kpersonquery_person_filter_fin__0_1)s), '^"|"$', '') ILIKE %(vpersonquery_person_filter_fin__0_1)s)) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -89,11 +92,12 @@
           )
           
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND (  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0)s  AND has(%(vpersonquery_person_filter_fin__1)s, replaceRegexpAll(JSONExtractRaw(argMax(person.properties, version), %(kpersonquery_person_filter_fin__1)s), '^"|"$', ''))  AND has(%(vpersonquery_person_filter_fin__2)s, replaceRegexpAll(JSONExtractRaw(argMax(person.properties, version), %(kpersonquery_person_filter_fin__2)s), '^"|"$', ''))) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -109,11 +113,12 @@
               WHERE team_id = %(team_id)s
               
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
                
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -136,11 +141,12 @@
           )
           
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND (  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0)s) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -163,11 +169,12 @@
           )
           
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND ((  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0_0)s  OR replaceRegexpAll(JSONExtractRaw(argMax(person.properties, version), %(kpersonquery_person_filter_fin__0_1)s), '^"|"$', '') ILIKE %(vpersonquery_person_filter_fin__0_1)s)) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -190,11 +197,12 @@
           )
           
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND (((  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0_0_0)s  OR replaceRegexpAll(JSONExtractRaw(argMax(person.properties, version), %(kpersonquery_person_filter_fin__0_0_1)s), '^"|"$', '') ILIKE %(vpersonquery_person_filter_fin__0_0_1)s))AND (  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__1_0)s  OR replaceRegexpAll(JSONExtractRaw(argMax(person.properties, version), %(kpersonquery_person_filter_fin__1_1)s), '^"|"$', '') ILIKE %(vpersonquery_person_filter_fin__1_1)s)) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -217,11 +225,12 @@
           )
           
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND (  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0)s) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -244,11 +253,12 @@
           )
           
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND (  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0)s) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -271,11 +281,12 @@
           )
           
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND (  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0)s) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -302,11 +313,12 @@
   ) AND id in (
   SELECT DISTINCT person_id FROM cohortpeople WHERE team_id = %(team_id)s AND cohort_id = %(_cohort_id_1)s AND version = %(_version_1)s
   )
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                
               AND (  argMax(person."pmat_email", version) ILIKE %(vpersonquery_person_filter_fin__0)s) 
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -322,11 +334,12 @@
               WHERE team_id = %(team_id)s
               
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                and max(_timestamp) > parseDateTimeBestEffort(%(updated_after)s)
                
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
@@ -342,11 +355,12 @@
               WHERE team_id = %(team_id)s
               
               
+              
               GROUP BY id
               HAVING max(is_deleted) = 0
                and max(_timestamp) > parseDateTimeBestEffort(%(updated_after)s)
                
-               
+              
               
               
               SETTINGS optimize_aggregation_in_order = 1
diff --git a/ee/clickhouse/queries/test/__snapshots__/test_retention.ambr b/ee/clickhouse/queries/test/__snapshots__/test_retention.ambr
index 1474920e2f2a8..be8e01d60b9eb 100644
--- a/ee/clickhouse/queries/test/__snapshots__/test_retention.ambr
+++ b/ee/clickhouse/queries/test/__snapshots__/test_retention.ambr
@@ -184,191 +184,6 @@
            intervals_from_base
   '''
 # ---
-# name: TestClickhouseRetention.test_groups_aggregating_person_on_events_materialized
-  '''
-  WITH actor_query AS
-    (WITH 'Week' as period,
-          NULL as breakdown_values_filter,
-          NULL as selected_interval,
-          returning_event_query as
-       (SELECT toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0) AS event_date,
-               e."$group_0" as target
-        FROM events e
-        WHERE team_id = 2
-          AND e.event = '$pageview'
-          AND toDateTime(e.timestamp) >= toDateTime('2020-06-07 00:00:00', 'UTC')
-          AND toDateTime(e.timestamp) <= toDateTime('2020-07-27 00:00:00', 'UTC')
-          AND (NOT has([''], "$group_0"))
-          AND notEmpty(e.person_id)
-        GROUP BY target,
-                 event_date),
-          target_event_query as
-       (SELECT DISTINCT toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0) AS event_date,
-                        e."$group_0" as target,
-                        [
-                          dateDiff(
-                              'Week',
-                              toStartOfWeek(toDateTime('2020-06-07 00:00:00', 'UTC'), 0),
-                              toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0)
-                          )
-                      ] as breakdown_values
-        FROM events e
-        WHERE team_id = 2
-          AND e.event = '$pageview'
-          AND toDateTime(e.timestamp) >= toDateTime('2020-06-07 00:00:00', 'UTC')
-          AND toDateTime(e.timestamp) <= toDateTime('2020-07-27 00:00:00', 'UTC')
-          AND (NOT has([''], "$group_0"))
-          AND notEmpty(e.person_id) ) SELECT DISTINCT breakdown_values,
-                                                      intervals_from_base,
-                                                      actor_id
-     FROM
-       (SELECT target_event.breakdown_values AS breakdown_values,
-               datediff(period, target_event.event_date, returning_event.event_date) AS intervals_from_base,
-               returning_event.target AS actor_id
-        FROM target_event_query AS target_event
-        JOIN returning_event_query AS returning_event ON returning_event.target = target_event.target
-        WHERE returning_event.event_date > target_event.event_date
-        UNION ALL SELECT target_event.breakdown_values AS breakdown_values,
-                         0 AS intervals_from_base,
-                         target_event.target AS actor_id
-        FROM target_event_query AS target_event)
-     WHERE (breakdown_values_filter is NULL
-            OR breakdown_values = breakdown_values_filter)
-       AND (selected_interval is NULL
-            OR intervals_from_base = selected_interval) )
-  SELECT actor_activity.breakdown_values AS breakdown_values,
-         actor_activity.intervals_from_base AS intervals_from_base,
-         COUNT(DISTINCT actor_activity.actor_id) AS count
-  FROM actor_query AS actor_activity
-  GROUP BY breakdown_values,
-           intervals_from_base
-  ORDER BY breakdown_values,
-           intervals_from_base
-  '''
-# ---
-# name: TestClickhouseRetention.test_groups_aggregating_person_on_events_materialized.1
-  '''
-  
-  SELECT actor_id,
-         groupArray(actor_activity.intervals_from_base) AS appearances
-  FROM
-    (WITH 'Week' as period,
-          [0] as breakdown_values_filter,
-          NULL as selected_interval,
-          returning_event_query as
-       (SELECT toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0) AS event_date,
-               e."$group_0" as target
-        FROM events e
-        WHERE team_id = 2
-          AND e.event = '$pageview'
-          AND toDateTime(e.timestamp) >= toDateTime('2020-06-07 00:00:00', 'UTC')
-          AND toDateTime(e.timestamp) <= toDateTime('2020-07-27 00:00:00', 'UTC')
-          AND (NOT has([''], "$group_0"))
-          AND notEmpty(e.person_id)
-        GROUP BY target,
-                 event_date),
-          target_event_query as
-       (SELECT DISTINCT toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0) AS event_date,
-                        e."$group_0" as target,
-                        [
-                          dateDiff(
-                              'Week',
-                              toStartOfWeek(toDateTime('2020-06-07 00:00:00', 'UTC'), 0),
-                              toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0)
-                          )
-                      ] as breakdown_values
-        FROM events e
-        WHERE team_id = 2
-          AND e.event = '$pageview'
-          AND toDateTime(e.timestamp) >= toDateTime('2020-06-07 00:00:00', 'UTC')
-          AND toDateTime(e.timestamp) <= toDateTime('2020-07-27 00:00:00', 'UTC')
-          AND (NOT has([''], "$group_0"))
-          AND notEmpty(e.person_id) ) SELECT DISTINCT breakdown_values,
-                                                      intervals_from_base,
-                                                      actor_id
-     FROM
-       (SELECT target_event.breakdown_values AS breakdown_values,
-               datediff(period, target_event.event_date, returning_event.event_date) AS intervals_from_base,
-               returning_event.target AS actor_id
-        FROM target_event_query AS target_event
-        JOIN returning_event_query AS returning_event ON returning_event.target = target_event.target
-        WHERE returning_event.event_date > target_event.event_date
-        UNION ALL SELECT target_event.breakdown_values AS breakdown_values,
-                         0 AS intervals_from_base,
-                         target_event.target AS actor_id
-        FROM target_event_query AS target_event)
-     WHERE (breakdown_values_filter is NULL
-            OR breakdown_values = breakdown_values_filter)
-       AND (selected_interval is NULL
-            OR intervals_from_base = selected_interval) ) AS actor_activity
-  GROUP BY actor_id
-  ORDER BY length(appearances) DESC, actor_id
-  LIMIT 100
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseRetention.test_groups_aggregating_person_on_events_materialized.2
-  '''
-  WITH actor_query AS
-    (WITH 'Week' as period,
-          NULL as breakdown_values_filter,
-          NULL as selected_interval,
-          returning_event_query as
-       (SELECT toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0) AS event_date,
-               e."$group_1" as target
-        FROM events e
-        WHERE team_id = 2
-          AND e.event = '$pageview'
-          AND toDateTime(e.timestamp) >= toDateTime('2020-06-07 00:00:00', 'UTC')
-          AND toDateTime(e.timestamp) <= toDateTime('2020-07-27 00:00:00', 'UTC')
-          AND (NOT has([''], "$group_1"))
-          AND notEmpty(e.person_id)
-        GROUP BY target,
-                 event_date),
-          target_event_query as
-       (SELECT DISTINCT toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0) AS event_date,
-                        e."$group_1" as target,
-                        [
-                          dateDiff(
-                              'Week',
-                              toStartOfWeek(toDateTime('2020-06-07 00:00:00', 'UTC'), 0),
-                              toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0)
-                          )
-                      ] as breakdown_values
-        FROM events e
-        WHERE team_id = 2
-          AND e.event = '$pageview'
-          AND toDateTime(e.timestamp) >= toDateTime('2020-06-07 00:00:00', 'UTC')
-          AND toDateTime(e.timestamp) <= toDateTime('2020-07-27 00:00:00', 'UTC')
-          AND (NOT has([''], "$group_1"))
-          AND notEmpty(e.person_id) ) SELECT DISTINCT breakdown_values,
-                                                      intervals_from_base,
-                                                      actor_id
-     FROM
-       (SELECT target_event.breakdown_values AS breakdown_values,
-               datediff(period, target_event.event_date, returning_event.event_date) AS intervals_from_base,
-               returning_event.target AS actor_id
-        FROM target_event_query AS target_event
-        JOIN returning_event_query AS returning_event ON returning_event.target = target_event.target
-        WHERE returning_event.event_date > target_event.event_date
-        UNION ALL SELECT target_event.breakdown_values AS breakdown_values,
-                         0 AS intervals_from_base,
-                         target_event.target AS actor_id
-        FROM target_event_query AS target_event)
-     WHERE (breakdown_values_filter is NULL
-            OR breakdown_values = breakdown_values_filter)
-       AND (selected_interval is NULL
-            OR intervals_from_base = selected_interval) )
-  SELECT actor_activity.breakdown_values AS breakdown_values,
-         actor_activity.intervals_from_base AS intervals_from_base,
-         COUNT(DISTINCT actor_activity.actor_id) AS count
-  FROM actor_query AS actor_activity
-  GROUP BY breakdown_values,
-           intervals_from_base
-  ORDER BY breakdown_values,
-           intervals_from_base
-  '''
-# ---
 # name: TestClickhouseRetention.test_groups_filtering_person_on_events
   '''
   WITH actor_query AS
@@ -681,64 +496,3 @@
   OFFSET 0
   '''
 # ---
-# name: TestClickhouseRetention.test_groups_in_period_person_on_events_materialized
-  '''
-  
-  SELECT actor_id,
-         groupArray(actor_activity.intervals_from_base) AS appearances
-  FROM
-    (WITH 'Week' as period,
-          [0] as breakdown_values_filter,
-          NULL as selected_interval,
-          returning_event_query as
-       (SELECT toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0) AS event_date,
-               e."$group_0" as target
-        FROM events e
-        WHERE team_id = 2
-          AND e.event = '$pageview'
-          AND toDateTime(e.timestamp) >= toDateTime('2020-06-07 00:00:00', 'UTC')
-          AND toDateTime(e.timestamp) <= toDateTime('2020-07-27 00:00:00', 'UTC')
-          AND (NOT has([''], "$group_0"))
-          AND notEmpty(e.person_id)
-        GROUP BY target,
-                 event_date),
-          target_event_query as
-       (SELECT DISTINCT toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0) AS event_date,
-                        e."$group_0" as target,
-                        [
-                          dateDiff(
-                              'Week',
-                              toStartOfWeek(toDateTime('2020-06-07 00:00:00', 'UTC'), 0),
-                              toStartOfWeek(toTimeZone(toDateTime(e.timestamp, 'UTC'), 'UTC'), 0)
-                          )
-                      ] as breakdown_values
-        FROM events e
-        WHERE team_id = 2
-          AND e.event = '$pageview'
-          AND toDateTime(e.timestamp) >= toDateTime('2020-06-07 00:00:00', 'UTC')
-          AND toDateTime(e.timestamp) <= toDateTime('2020-07-27 00:00:00', 'UTC')
-          AND (NOT has([''], "$group_0"))
-          AND notEmpty(e.person_id) ) SELECT DISTINCT breakdown_values,
-                                                      intervals_from_base,
-                                                      actor_id
-     FROM
-       (SELECT target_event.breakdown_values AS breakdown_values,
-               datediff(period, target_event.event_date, returning_event.event_date) AS intervals_from_base,
-               returning_event.target AS actor_id
-        FROM target_event_query AS target_event
-        JOIN returning_event_query AS returning_event ON returning_event.target = target_event.target
-        WHERE returning_event.event_date > target_event.event_date
-        UNION ALL SELECT target_event.breakdown_values AS breakdown_values,
-                         0 AS intervals_from_base,
-                         target_event.target AS actor_id
-        FROM target_event_query AS target_event)
-     WHERE (breakdown_values_filter is NULL
-            OR breakdown_values = breakdown_values_filter)
-       AND (selected_interval is NULL
-            OR intervals_from_base = selected_interval) ) AS actor_activity
-  GROUP BY actor_id
-  ORDER BY length(appearances) DESC, actor_id
-  LIMIT 100
-  OFFSET 0
-  '''
-# ---
diff --git a/ee/clickhouse/views/test/__snapshots__/test_clickhouse_experiment_secondary_results.ambr b/ee/clickhouse/views/test/__snapshots__/test_clickhouse_experiment_secondary_results.ambr
index 6b9834d4763c1..5559eacedb749 100644
--- a/ee/clickhouse/views/test/__snapshots__/test_clickhouse_experiment_secondary_results.ambr
+++ b/ee/clickhouse/views/test/__snapshots__/test_clickhouse_experiment_secondary_results.ambr
@@ -180,7 +180,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
diff --git a/ee/clickhouse/views/test/__snapshots__/test_clickhouse_experiments.ambr b/ee/clickhouse/views/test/__snapshots__/test_clickhouse_experiments.ambr
index 4d6859d20250d..a5b7547779592 100644
--- a/ee/clickhouse/views/test/__snapshots__/test_clickhouse_experiments.ambr
+++ b/ee/clickhouse/views/test/__snapshots__/test_clickhouse_experiments.ambr
@@ -102,7 +102,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -209,7 +209,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -316,7 +316,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -423,7 +423,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
diff --git a/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel.ambr b/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel.ambr
index 564c4041e0c43..620359e4e948d 100644
--- a/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel.ambr
+++ b/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel.ambr
@@ -46,7 +46,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: ClickhouseTestFunnelGroups.test_funnel_aggregation_with_groups.1
@@ -94,7 +94,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2]
   ORDER BY aggregation_target
   LIMIT 100
@@ -150,7 +150,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: ClickhouseTestFunnelGroups.test_funnel_group_aggregation_with_groups_entity_filtering.1
@@ -199,7 +199,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2]
   ORDER BY aggregation_target
   LIMIT 100
@@ -269,7 +269,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: ClickhouseTestFunnelGroups.test_funnel_with_groups_entity_filtering.1
@@ -331,7 +331,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2]
   ORDER BY aggregation_target
   LIMIT 100
@@ -408,7 +408,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: ClickhouseTestFunnelGroups.test_funnel_with_groups_global_filtering.1
@@ -477,7 +477,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2]
   ORDER BY aggregation_target
   LIMIT 100
diff --git a/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel_person.ambr b/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel_person.ambr
index a76203fbcbdc0..f561791090a1d 100644
--- a/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel_person.ambr
+++ b/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel_person.ambr
@@ -109,7 +109,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
   ORDER BY aggregation_target
   LIMIT 100
diff --git a/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel_unordered.ambr b/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel_unordered.ambr
index cecdc6e26e5f8..0de7a5b20605f 100644
--- a/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel_unordered.ambr
+++ b/ee/clickhouse/views/test/funnel/__snapshots__/test_clickhouse_funnel_unordered.ambr
@@ -75,7 +75,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: ClickhouseTestUnorderedFunnelGroups.test_unordered_funnel_with_groups.1
@@ -153,7 +153,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2]
   ORDER BY aggregation_target
   LIMIT 100
diff --git a/ee/clickhouse/views/test/test_clickhouse_experiment_secondary_results.py b/ee/clickhouse/views/test/test_clickhouse_experiment_secondary_results.py
index 8d88815ff17d7..d2af178a77131 100644
--- a/ee/clickhouse/views/test/test_clickhouse_experiment_secondary_results.py
+++ b/ee/clickhouse/views/test/test_clickhouse_experiment_secondary_results.py
@@ -1057,7 +1057,7 @@ def test_metrics_without_full_flag_information_are_valid(self):
                     {
                         "event": "$pageleave_funnel",
                         "timestamp": "2020-01-05",
-                        # "properties": {"$feature/a-b-test": "control"},
+                        "properties": {"$feature/a-b-test": "control"},
                     },
                 ],
                 "person3_funnel": [
@@ -1069,7 +1069,7 @@ def test_metrics_without_full_flag_information_are_valid(self):
                     {
                         "event": "$pageleave_funnel",
                         "timestamp": "2020-01-05",
-                        # "properties": {"$feature/a-b-test": "control"},
+                        "properties": {"$feature/a-b-test": "control"},
                     },
                 ],
                 # doesn't have feature set
@@ -1157,35 +1157,41 @@ def test_metrics_without_full_flag_information_are_valid(self):
 
         self.assertEqual(len(result_data["result"].items()), 2)
         self.assertAlmostEqual(result_data["result"]["control"], 1)
-        self.assertEqual(result_data["result"]["test"], round(1 / 3, 3))
-
-        assert set(response_data["result"].keys()) == {
-            "result",
-            "insight",
-            "filters",
-            "probability",
-            "significant",
-            "significance_code",
-            "expected_loss",
-            "credible_intervals",
-            "variants",
-        }
+        self.assertEqual(result_data["result"]["test"], 0.333)
 
-        assert response_data["result"]["variants"] == [
+        self.assertEqual(
+            set(response_data["result"].keys()),
             {
-                "failure_count": 0,
-                "key": "control",
-                "success_count": 2,
+                "result",
+                "insight",
+                "filters",
+                "probability",
+                "significant",
+                "significance_code",
+                "expected_loss",
+                "credible_intervals",
+                "variants",
             },
-            {
-                "failure_count": 2,
-                "key": "test",
-                "success_count": 1,
-            },
-        ]
+        )
+
+        self.assertEqual(
+            response_data["result"]["variants"],
+            [
+                {
+                    "failure_count": 0,
+                    "key": "control",
+                    "success_count": 2,
+                },
+                {
+                    "failure_count": 2,
+                    "key": "test",
+                    "success_count": 1,
+                },
+            ],
+        )
 
-        assert response_data["result"]["significant"] is False
-        assert response_data["result"]["significance_code"] == "not_enough_exposure"
+        self.assertFalse(response_data["result"]["significant"])
+        self.assertEqual(response_data["result"]["significance_code"], "not_enough_exposure")
 
     def test_no_metric_validation_errors_for_secondary_metrics(self):
         journeys_for(
@@ -1308,4 +1314,4 @@ def test_no_metric_validation_errors_for_secondary_metrics(self):
 
         assert "control" not in result_data["result"]
 
-        self.assertEqual(result_data["result"]["test"], round(1 / 3, 3))
+        self.assertEqual(result_data["result"]["test"], 0.333)
diff --git a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr b/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
index a02485d9a4730..389933177e2ca 100644
--- a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
+++ b/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
@@ -214,7 +214,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_00_poe_v2_and_materialized_columns_allowed_with_materialization.1
@@ -253,7 +254,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_01_poe_v2_and_materialized_columns_allowed_without_materialization
@@ -287,7 +289,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_01_poe_v2_and_materialized_columns_allowed_without_materialization.1
@@ -326,7 +329,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_02_poe_v2_and_materialized_columns_off_with_materialization
@@ -360,7 +364,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_02_poe_v2_and_materialized_columns_off_with_materialization.1
@@ -399,7 +404,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_03_poe_v2_and_materialized_columns_off_without_materialization
@@ -433,7 +439,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_03_poe_v2_and_materialized_columns_off_without_materialization.1
@@ -472,7 +479,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_04_poe_off_and_materialized_columns_allowed_with_materialization
@@ -506,7 +514,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_04_poe_off_and_materialized_columns_allowed_with_materialization.1
@@ -560,7 +569,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_05_poe_off_and_materialized_columns_allowed_without_materialization
@@ -594,7 +604,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_05_poe_off_and_materialized_columns_allowed_without_materialization.1
@@ -648,7 +659,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_06_poe_off_and_materialized_columns_not_allowed_with_materialization
@@ -682,7 +694,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_06_poe_off_and_materialized_columns_not_allowed_with_materialization.1
@@ -736,7 +749,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_07_poe_off_and_materialized_columns_not_allowed_without_materialization
@@ -770,7 +784,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_07_poe_off_and_materialized_columns_not_allowed_without_materialization.1
@@ -824,7 +839,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_08_poe_v1_and_materialized_columns_allowed_with_materialization
@@ -858,7 +874,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_08_poe_v1_and_materialized_columns_allowed_with_materialization.1
@@ -897,7 +914,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_09_poe_v1_and_materialized_columns_allowed_without_materialization
@@ -931,7 +949,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_09_poe_v1_and_materialized_columns_allowed_without_materialization.1
@@ -970,7 +989,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_10_poe_v1_and_not_materialized_columns_not_allowed_with_materialization
@@ -1004,7 +1024,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_10_poe_v1_and_not_materialized_columns_not_allowed_with_materialization.1
@@ -1043,7 +1064,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_11_poe_v1_and_not_materialized_columns_not_allowed_without_materialization
@@ -1077,7 +1099,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_event_filter_with_person_properties_materialized_11_poe_v1_and_not_materialized_columns_not_allowed_without_materialization.1
@@ -1116,7 +1139,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_00_poe_v2_and_materialized_columns_allowed_with_materialization
@@ -1153,7 +1177,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_01_poe_v2_and_materialized_columns_allowed_without_materialization
@@ -1190,7 +1215,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_02_poe_v2_and_materialized_columns_off_with_materialization
@@ -1227,7 +1253,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_03_poe_v2_and_materialized_columns_off_without_materialization
@@ -1264,7 +1291,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_04_poe_off_and_materialized_columns_allowed_with_materialization
@@ -1307,7 +1335,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_05_poe_off_and_materialized_columns_allowed_without_materialization
@@ -1350,7 +1379,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_06_poe_off_and_materialized_columns_not_allowed_with_materialization
@@ -1393,7 +1423,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_07_poe_off_and_materialized_columns_not_allowed_without_materialization
@@ -1436,7 +1467,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_08_poe_v1_and_materialized_columns_allowed_with_materialization
@@ -1479,7 +1511,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_09_poe_v1_and_materialized_columns_allowed_without_materialization
@@ -1522,7 +1555,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_10_poe_v1_and_not_materialized_columns_not_allowed_with_materialization
@@ -1565,7 +1599,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestClickhouseSessionRecordingsListFromFilters.test_person_id_filter_11_poe_v1_and_not_materialized_columns_not_allowed_without_materialization
@@ -1608,6 +1643,7 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
diff --git a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_session_replay.ambr b/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_session_replay.ambr
deleted file mode 100644
index 4c8583065167c..0000000000000
--- a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_session_replay.ambr
+++ /dev/null
@@ -1,1699 +0,0 @@
-# serializer version: 1
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_effect_of_poe_settings_on_query_generated_0_test_poe_v1_still_falls_back_to_person_subquery
-  '''
-  -- running in PoE Mode: person_id_no_override_properties_on_events
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = %(team_id)s -- regardless of what other filters are applied
-   -- limit by storage TTL
-  
-    AND s.min_first_timestamp >= %(clamped_to_storage_ttl)s -- we can filter on the pre-aggregated timestamp columns
-   -- because any not-the-lowest min value is _more_ greater than the min value
-   -- and any not-the-highest max value is _less_ lower than the max value
-  
-    AND s.min_first_timestamp >= %(start_time)s
-    AND s.min_first_timestamp <= %(end_time)s
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = %(team_id)s
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = %(team_id)s
-                    AND (has(%(vperson_filter_pre__0)s, replaceRegexpAll(JSONExtractRaw(properties, %(kperson_filter_pre__0)s), '^"|"$', ''))) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(%(vpersonquery_person_filter_fin__0)s, replaceRegexpAll(JSONExtractRaw(argMax(person.properties, version), %(kpersonquery_person_filter_fin__0)s), '^"|"$', ''))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = %(team_id)s
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT %(limit)s
-  OFFSET %(offset)s
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_effect_of_poe_settings_on_query_generated_1_test_poe_being_unavailable_we_fall_back_to_person_id_overrides
-  '''
-  -- running in PoE Mode: disabled
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = %(team_id)s -- regardless of what other filters are applied
-   -- limit by storage TTL
-  
-    AND s.min_first_timestamp >= %(clamped_to_storage_ttl)s -- we can filter on the pre-aggregated timestamp columns
-   -- because any not-the-lowest min value is _more_ greater than the min value
-   -- and any not-the-highest max value is _less_ lower than the max value
-  
-    AND s.min_first_timestamp >= %(start_time)s
-    AND s.min_first_timestamp <= %(end_time)s
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = %(team_id)s
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = %(team_id)s
-                    AND (has(%(vperson_filter_pre__0)s, replaceRegexpAll(JSONExtractRaw(properties, %(kperson_filter_pre__0)s), '^"|"$', ''))) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(%(vpersonquery_person_filter_fin__0)s, replaceRegexpAll(JSONExtractRaw(argMax(person.properties, version), %(kpersonquery_person_filter_fin__0)s), '^"|"$', ''))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = %(team_id)s
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT %(limit)s
-  OFFSET %(offset)s
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_effect_of_poe_settings_on_query_generated_2_test_allow_denormalised_props_fix_does_not_stop_all_poe_processing
-  '''
-  -- running in PoE Mode: person_id_override_properties_on_events
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = %(team_id)s -- regardless of what other filters are applied
-   -- limit by storage TTL
-  
-    AND s.min_first_timestamp >= %(clamped_to_storage_ttl)s -- we can filter on the pre-aggregated timestamp columns
-   -- because any not-the-lowest min value is _more_ greater than the min value
-   -- and any not-the-highest max value is _less_ lower than the max value
-  
-    AND s.min_first_timestamp >= %(start_time)s
-    AND s.min_first_timestamp <= %(end_time)s
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (-- running in PoE Mode: person_id_override_properties_on_events
-   SELECT `$session_id`
-          FROM events e -- sometimes we have to join on persons so we can access e.g. person_props in filters
-   PREWHERE team_id = %(team_id)s -- regardless of what other filters are applied
-   -- limit by storage TTL
-  
-          AND e.timestamp >= %(clamped_to_storage_ttl)s -- make sure we don't get the occasional unexpected future event
-  
-          AND e.timestamp <= now() -- and then any time filter for the events query
-  
-          AND timestamp >= %(event_start_time)s
-          AND timestamp <= %(event_end_time)s
-          WHERE notEmpty(`$session_id`)
-            AND (has(%(vglobal_0)s, "mat_pp_rgInternal"))-- other times we can check distinct id against a sub query which should be faster than joining
-  
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT %(limit)s
-  OFFSET %(offset)s
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_effect_of_poe_settings_on_query_generated_3_test_poe_v2_available_person_properties_are_used_in_replay_listing
-  '''
-  -- running in PoE Mode: person_id_override_properties_on_events
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = %(team_id)s -- regardless of what other filters are applied
-   -- limit by storage TTL
-  
-    AND s.min_first_timestamp >= %(clamped_to_storage_ttl)s -- we can filter on the pre-aggregated timestamp columns
-   -- because any not-the-lowest min value is _more_ greater than the min value
-   -- and any not-the-highest max value is _less_ lower than the max value
-  
-    AND s.min_first_timestamp >= %(start_time)s
-    AND s.min_first_timestamp <= %(end_time)s
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (-- running in PoE Mode: person_id_override_properties_on_events
-   SELECT `$session_id`
-          FROM events e -- sometimes we have to join on persons so we can access e.g. person_props in filters
-   PREWHERE team_id = %(team_id)s -- regardless of what other filters are applied
-   -- limit by storage TTL
-  
-          AND e.timestamp >= %(clamped_to_storage_ttl)s -- make sure we don't get the occasional unexpected future event
-  
-          AND e.timestamp <= now() -- and then any time filter for the events query
-  
-          AND timestamp >= %(event_start_time)s
-          AND timestamp <= %(event_end_time)s
-          WHERE notEmpty(`$session_id`)
-            AND (has(%(vglobal_0)s, "mat_pp_rgInternal"))-- other times we can check distinct id against a sub query which should be faster than joining
-  
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT %(limit)s
-  OFFSET %(offset)s
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_00_poe_v2_and_materialized_columns_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_00_poe_v2_and_materialized_columns_allowed_with_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (SELECT `$session_id`
-          FROM events e PREWHERE team_id = 2
-          AND e.timestamp >= '2020-12-11 13:46:23'
-          AND e.timestamp <= now()
-          AND timestamp >= '2020-12-24 12:00:00'
-          AND timestamp <= '2021-01-02 01:46:23'
-          WHERE notEmpty(`$session_id`)
-            AND (has(['bla'], "mat_pp_email"))
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_01_poe_v2_and_materialized_columns_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_01_poe_v2_and_materialized_columns_allowed_without_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (SELECT `$session_id`
-          FROM events e PREWHERE team_id = 2
-          AND e.timestamp >= '2020-12-11 13:46:23'
-          AND e.timestamp <= now()
-          AND timestamp >= '2020-12-24 12:00:00'
-          AND timestamp <= '2021-01-02 01:46:23'
-          WHERE notEmpty(`$session_id`)
-            AND (has(['bla'], "mat_pp_email"))
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_02_poe_v2_and_materialized_columns_off_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_02_poe_v2_and_materialized_columns_off_with_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (SELECT `$session_id`
-          FROM events e PREWHERE team_id = 2
-          AND e.timestamp >= '2020-12-11 13:46:23'
-          AND e.timestamp <= now()
-          AND timestamp >= '2020-12-24 12:00:00'
-          AND timestamp <= '2021-01-02 01:46:23'
-          WHERE notEmpty(`$session_id`)
-            AND (has(['bla'], "mat_pp_email"))
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_03_poe_v2_and_materialized_columns_off_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_03_poe_v2_and_materialized_columns_off_without_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (SELECT `$session_id`
-          FROM events e PREWHERE team_id = 2
-          AND e.timestamp >= '2020-12-11 13:46:23'
-          AND e.timestamp <= now()
-          AND timestamp >= '2020-12-24 12:00:00'
-          AND timestamp <= '2021-01-02 01:46:23'
-          WHERE notEmpty(`$session_id`)
-            AND (has(['bla'], "mat_pp_email"))
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_04_poe_off_and_materialized_columns_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_04_poe_off_and_materialized_columns_allowed_with_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = 2
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = 2
-                    AND (has(['bla'], "pmat_email")) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(['bla'], argMax(person."pmat_email", version))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = 2
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_05_poe_off_and_materialized_columns_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_05_poe_off_and_materialized_columns_allowed_without_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = 2
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = 2
-                    AND (has(['bla'], "pmat_email")) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(['bla'], argMax(person."pmat_email", version))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = 2
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_06_poe_off_and_materialized_columns_not_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_06_poe_off_and_materialized_columns_not_allowed_with_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = 2
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = 2
-                    AND (has(['bla'], "pmat_email")) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(['bla'], argMax(person."pmat_email", version))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = 2
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_07_poe_off_and_materialized_columns_not_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_07_poe_off_and_materialized_columns_not_allowed_without_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = 2
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = 2
-                    AND (has(['bla'], "pmat_email")) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(['bla'], argMax(person."pmat_email", version))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = 2
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_08_poe_v1_and_materialized_columns_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_08_poe_v1_and_materialized_columns_allowed_with_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = 2
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = 2
-                    AND (has(['bla'], "pmat_email")) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(['bla'], argMax(person."pmat_email", version))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = 2
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_09_poe_v1_and_materialized_columns_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_09_poe_v1_and_materialized_columns_allowed_without_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = 2
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = 2
-                    AND (has(['bla'], "pmat_email")) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(['bla'], argMax(person."pmat_email", version))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = 2
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_10_poe_v1_and_not_materialized_columns_not_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_10_poe_v1_and_not_materialized_columns_not_allowed_with_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = 2
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = 2
-                    AND (has(['bla'], "pmat_email")) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(['bla'], argMax(person."pmat_email", version))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = 2
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_11_poe_v1_and_not_materialized_columns_not_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_event_filter_with_person_properties_materialized_11_poe_v1_and_not_materialized_columns_not_allowed_without_materialization.1
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          INNER JOIN
-            (SELECT id
-             FROM person
-             WHERE team_id = 2
-               AND id IN
-                 (SELECT id
-                  FROM person
-                  WHERE team_id = 2
-                    AND (has(['bla'], "pmat_email")) )
-             GROUP BY id
-             HAVING max(is_deleted) = 0
-             AND (has(['bla'], argMax(person."pmat_email", version))) SETTINGS optimize_aggregation_in_order = 1) person ON person.id = pdi.person_id
-          WHERE team_id = 2
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0) as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_00_poe_v2_and_materialized_columns_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          WHERE team_id = 2
-            AND distinct_id IN
-              (SELECT distinct_id
-               FROM person_distinct_id2
-               WHERE team_id = 2
-                 AND person_id = '00000000-0000-0000-0000-000000000000') as all_distinct_ids_that_might_match_a_person
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0
-          AND current_person_id = '00000000-0000-0000-0000-000000000000') as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_01_poe_v2_and_materialized_columns_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          WHERE team_id = 2
-            AND distinct_id IN
-              (SELECT distinct_id
-               FROM person_distinct_id2
-               WHERE team_id = 2
-                 AND person_id = '00000000-0000-0000-0000-000000000000') as all_distinct_ids_that_might_match_a_person
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0
-          AND current_person_id = '00000000-0000-0000-0000-000000000000') as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_02_poe_v2_and_materialized_columns_off_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          WHERE team_id = 2
-            AND distinct_id IN
-              (SELECT distinct_id
-               FROM person_distinct_id2
-               WHERE team_id = 2
-                 AND person_id = '00000000-0000-0000-0000-000000000000') as all_distinct_ids_that_might_match_a_person
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0
-          AND current_person_id = '00000000-0000-0000-0000-000000000000') as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_03_poe_v2_and_materialized_columns_off_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          WHERE team_id = 2
-            AND distinct_id IN
-              (SELECT distinct_id
-               FROM person_distinct_id2
-               WHERE team_id = 2
-                 AND person_id = '00000000-0000-0000-0000-000000000000') as all_distinct_ids_that_might_match_a_person
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0
-          AND current_person_id = '00000000-0000-0000-0000-000000000000') as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_04_poe_off_and_materialized_columns_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          WHERE team_id = 2
-            AND distinct_id IN
-              (SELECT distinct_id
-               FROM person_distinct_id2
-               WHERE team_id = 2
-                 AND person_id = '00000000-0000-0000-0000-000000000000') as all_distinct_ids_that_might_match_a_person
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0
-          AND current_person_id = '00000000-0000-0000-0000-000000000000') as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_05_poe_off_and_materialized_columns_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          WHERE team_id = 2
-            AND distinct_id IN
-              (SELECT distinct_id
-               FROM person_distinct_id2
-               WHERE team_id = 2
-                 AND person_id = '00000000-0000-0000-0000-000000000000') as all_distinct_ids_that_might_match_a_person
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0
-          AND current_person_id = '00000000-0000-0000-0000-000000000000') as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_06_poe_off_and_materialized_columns_not_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          WHERE team_id = 2
-            AND distinct_id IN
-              (SELECT distinct_id
-               FROM person_distinct_id2
-               WHERE team_id = 2
-                 AND person_id = '00000000-0000-0000-0000-000000000000') as all_distinct_ids_that_might_match_a_person
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0
-          AND current_person_id = '00000000-0000-0000-0000-000000000000') as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_07_poe_off_and_materialized_columns_not_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.distinct_id in
-      (select distinct_id
-       from
-         (SELECT distinct_id,
-                 argMax(person_id, version) as current_person_id
-          FROM person_distinct_id2 as pdi
-          WHERE team_id = 2
-            AND distinct_id IN
-              (SELECT distinct_id
-               FROM person_distinct_id2
-               WHERE team_id = 2
-                 AND person_id = '00000000-0000-0000-0000-000000000000') as all_distinct_ids_that_might_match_a_person
-          GROUP BY distinct_id
-          HAVING argMax(is_deleted, version) = 0
-          AND current_person_id = '00000000-0000-0000-0000-000000000000') as session_persons_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_08_poe_v1_and_materialized_columns_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (SELECT `$session_id`
-          FROM events e PREWHERE team_id = 2
-          AND e.timestamp >= '2020-12-11 13:46:23'
-          AND e.timestamp <= now()
-          AND timestamp >= '2020-12-24 12:00:00'
-          AND timestamp <= '2021-01-02 01:46:23'
-          WHERE notEmpty(`$session_id`)
-            AND person_id = '00000000-0000-0000-0000-000000000000'
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_09_poe_v1_and_materialized_columns_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (SELECT `$session_id`
-          FROM events e PREWHERE team_id = 2
-          AND e.timestamp >= '2020-12-11 13:46:23'
-          AND e.timestamp <= now()
-          AND timestamp >= '2020-12-24 12:00:00'
-          AND timestamp <= '2021-01-02 01:46:23'
-          WHERE notEmpty(`$session_id`)
-            AND person_id = '00000000-0000-0000-0000-000000000000'
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_10_poe_v1_and_not_materialized_columns_not_allowed_with_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (SELECT `$session_id`
-          FROM events e PREWHERE team_id = 2
-          AND e.timestamp >= '2020-12-11 13:46:23'
-          AND e.timestamp <= now()
-          AND timestamp >= '2020-12-24 12:00:00'
-          AND timestamp <= '2021-01-02 01:46:23'
-          WHERE notEmpty(`$session_id`)
-            AND person_id = '00000000-0000-0000-0000-000000000000'
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
-# name: TestClickhouseSessionRecordingsListFromSessionReplay.test_person_id_filter_11_poe_v1_and_not_materialized_columns_not_allowed_without_materialization
-  '''
-  
-  SELECT s.session_id,
-         any(s.team_id),
-         any(s.distinct_id),
-         min(s.min_first_timestamp) as start_time,
-         max(s.max_last_timestamp) as end_time,
-         dateDiff('SECOND', start_time, end_time) as duration,
-         argMinMerge(s.first_url) as first_url,
-         sum(s.click_count),
-         sum(s.keypress_count),
-         sum(s.mouse_activity_count),
-         sum(s.active_milliseconds)/1000 as active_seconds,
-         duration-active_seconds as inactive_seconds,
-         sum(s.console_log_count) as console_log_count,
-         sum(s.console_warn_count) as console_warn_count,
-         sum(s.console_error_count) as console_error_count
-  FROM session_replay_events s
-  WHERE s.team_id = 2
-    AND s.min_first_timestamp >= '2020-12-11 13:46:23'
-    AND s.min_first_timestamp >= '2020-12-25 00:00:00'
-    AND s.min_first_timestamp <= '2021-01-01 13:46:23'
-    AND s.session_id in
-      (select `$session_id` as session_id
-       from
-         (SELECT `$session_id`
-          FROM events e PREWHERE team_id = 2
-          AND e.timestamp >= '2020-12-11 13:46:23'
-          AND e.timestamp <= now()
-          AND timestamp >= '2020-12-24 12:00:00'
-          AND timestamp <= '2021-01-02 01:46:23'
-          WHERE notEmpty(`$session_id`)
-            AND person_id = '00000000-0000-0000-0000-000000000000'
-          GROUP BY `$session_id`
-          HAVING 1=1) as session_events_sub_query)
-  GROUP BY session_id
-  HAVING 1=1
-  ORDER BY start_time DESC
-  LIMIT 51
-  OFFSET 0
-  '''
-# ---
diff --git a/posthog/api/test/__snapshots__/test_element.ambr b/posthog/api/test/__snapshots__/test_element.ambr
index d6bceb987c788..83b49c27504de 100644
--- a/posthog/api/test/__snapshots__/test_element.ambr
+++ b/posthog/api/test/__snapshots__/test_element.ambr
@@ -133,25 +133,3 @@
   WHERE "posthog_organizationmembership"."user_id" = 99999
   '''
 # ---
-# name: TestElement.test_element_stats_postgres_queries_are_as_expected.3
-  '''
-  SELECT "posthog_instancesetting"."id",
-         "posthog_instancesetting"."key",
-         "posthog_instancesetting"."raw_value"
-  FROM "posthog_instancesetting"
-  WHERE "posthog_instancesetting"."key" = 'constance:posthog:RATE_LIMIT_ENABLED'
-  ORDER BY "posthog_instancesetting"."id" ASC
-  LIMIT 1
-  '''
-# ---
-# name: TestElement.test_element_stats_postgres_queries_are_as_expected.4
-  '''
-  SELECT "posthog_instancesetting"."id",
-         "posthog_instancesetting"."key",
-         "posthog_instancesetting"."raw_value"
-  FROM "posthog_instancesetting"
-  WHERE "posthog_instancesetting"."key" = 'constance:posthog:HEATMAP_SAMPLE_N'
-  ORDER BY "posthog_instancesetting"."id" ASC
-  LIMIT 1
-  '''
-# ---
diff --git a/posthog/api/test/__snapshots__/test_insight.ambr b/posthog/api/test/__snapshots__/test_insight.ambr
index 0245b9c88b44d..736a7a41d7849 100644
--- a/posthog/api/test/__snapshots__/test_insight.ambr
+++ b/posthog/api/test/__snapshots__/test_insight.ambr
@@ -114,7 +114,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -189,7 +189,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: TestInsight.test_insight_funnels_hogql_local_filters
@@ -265,7 +265,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: TestInsight.test_insight_trend_hogql_breakdown
@@ -1693,24 +1693,6 @@
   LIMIT 21
   '''
 # ---
-# name: TestInsight.test_listing_insights_does_not_nplus1.30
-  '''
-  SELECT "posthog_taggeditem"."id",
-         "posthog_taggeditem"."tag_id",
-         "posthog_taggeditem"."dashboard_id",
-         "posthog_taggeditem"."insight_id",
-         "posthog_taggeditem"."event_definition_id",
-         "posthog_taggeditem"."property_definition_id",
-         "posthog_taggeditem"."action_id",
-         "posthog_taggeditem"."feature_flag_id"
-  FROM "posthog_taggeditem"
-  WHERE "posthog_taggeditem"."insight_id" IN (1,
-                                              2,
-                                              3,
-                                              4,
-                                              5 /* ... */)
-  '''
-# ---
 # name: TestInsight.test_listing_insights_does_not_nplus1.4
   '''
   SELECT "posthog_team"."id",
diff --git a/posthog/api/test/__snapshots__/test_insight_funnels.ambr b/posthog/api/test/__snapshots__/test_insight_funnels.ambr
index 5e84af6c0f7c5..5da5c6992b9b5 100644
--- a/posthog/api/test/__snapshots__/test_insight_funnels.ambr
+++ b/posthog/api/test/__snapshots__/test_insight_funnels.ambr
@@ -84,7 +84,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps),
+     HAVING steps = max(max_steps)),
                                           histogram_params AS
     (SELECT ifNull(floor(min(step_1_average_conversion_time_inner)), 0) AS from_seconds,
             ifNull(ceil(max(step_1_average_conversion_time_inner)), 1) AS to_seconds,
@@ -192,7 +192,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps),
+     HAVING steps = max(max_steps)),
                                           histogram_params AS
     (SELECT ifNull(floor(min(step_1_average_conversion_time_inner)), 0) AS from_seconds,
             ifNull(ceil(max(step_1_average_conversion_time_inner)), 1) AS to_seconds,
@@ -402,7 +402,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps),
+     HAVING steps = max(max_steps)),
                                           histogram_params AS
     (SELECT ifNull(floor(min(step_1_average_conversion_time_inner)), 0) AS from_seconds,
             ifNull(ceil(max(step_1_average_conversion_time_inner)), 1) AS to_seconds,
diff --git a/posthog/api/test/__snapshots__/test_person.ambr b/posthog/api/test/__snapshots__/test_person.ambr
index 984f404478212..ba7333301f571 100644
--- a/posthog/api/test/__snapshots__/test_person.ambr
+++ b/posthog/api/test/__snapshots__/test_person.ambr
@@ -5,10 +5,10 @@
   SELECT id
   FROM person
   WHERE team_id = 99999
+    AND has(['another@gmail.com'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   GROUP BY id
   HAVING max(is_deleted) = 0
   AND argMax(person.created_at, version) < now() + INTERVAL 1 DAY
-  AND has(['another@gmail.com'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   ORDER BY argMax(person.created_at, version) DESC, id DESC
   LIMIT 100 SETTINGS optimize_aggregation_in_order = 1
   '''
@@ -19,10 +19,10 @@
   SELECT id
   FROM person
   WHERE team_id = 99999
+    AND has(['another@gmail.com'], "pmat_email")
   GROUP BY id
   HAVING max(is_deleted) = 0
   AND argMax(person.created_at, version) < now() + INTERVAL 1 DAY
-  AND has(['another@gmail.com'], "pmat_email")
   ORDER BY argMax(person.created_at, version) DESC, id DESC
   LIMIT 100 SETTINGS optimize_aggregation_in_order = 1
   '''
@@ -79,10 +79,10 @@
   SELECT id
   FROM person
   WHERE team_id = 99999
+    AND has(['another@gmail.com'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   GROUP BY id
   HAVING max(is_deleted) = 0
   AND argMax(person.created_at, version) < now() + INTERVAL 1 DAY
-  AND has(['another@gmail.com'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   ORDER BY argMax(person.created_at, version) DESC, id DESC
   LIMIT 100 SETTINGS optimize_aggregation_in_order = 1
   '''
@@ -93,10 +93,10 @@
   SELECT id
   FROM person
   WHERE team_id = 99999
+    AND has(['inexistent'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   GROUP BY id
   HAVING max(is_deleted) = 0
   AND argMax(person.created_at, version) < now() + INTERVAL 1 DAY
-  AND has(['inexistent'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   ORDER BY argMax(person.created_at, version) DESC, id DESC
   LIMIT 100 SETTINGS optimize_aggregation_in_order = 1
   '''
@@ -537,10 +537,10 @@
   SELECT id
   FROM person
   WHERE team_id = 99999
+    AND has(['another@gmail.com'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   GROUP BY id
   HAVING max(is_deleted) = 0
   AND argMax(person.created_at, version) < now() + INTERVAL 1 DAY
-  AND has(['another@gmail.com'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   ORDER BY argMax(person.created_at, version) DESC, id DESC
   LIMIT 100 SETTINGS optimize_aggregation_in_order = 1
   '''
@@ -551,10 +551,10 @@
   SELECT id
   FROM person
   WHERE team_id = 99999
+    AND has(['another@gmail.com'], "pmat_email")
   GROUP BY id
   HAVING max(is_deleted) = 0
   AND argMax(person.created_at, version) < now() + INTERVAL 1 DAY
-  AND has(['another@gmail.com'], "pmat_email")
   ORDER BY argMax(person.created_at, version) DESC, id DESC
   LIMIT 100 SETTINGS optimize_aggregation_in_order = 1
   '''
@@ -611,10 +611,10 @@
   SELECT id
   FROM person
   WHERE team_id = 99999
+    AND has(['another@gmail.com'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   GROUP BY id
   HAVING max(is_deleted) = 0
   AND argMax(person.created_at, version) < now() + INTERVAL 1 DAY
-  AND has(['another@gmail.com'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   ORDER BY argMax(person.created_at, version) DESC, id DESC
   LIMIT 100 SETTINGS optimize_aggregation_in_order = 1
   '''
@@ -625,10 +625,10 @@
   SELECT id
   FROM person
   WHERE team_id = 99999
+    AND has(['inexistent'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   GROUP BY id
   HAVING max(is_deleted) = 0
   AND argMax(person.created_at, version) < now() + INTERVAL 1 DAY
-  AND has(['inexistent'], replaceRegexpAll(JSONExtractRaw(properties, 'email'), '^"|"$', ''))
   ORDER BY argMax(person.created_at, version) DESC, id DESC
   LIMIT 100 SETTINGS optimize_aggregation_in_order = 1
   '''
diff --git a/posthog/api/test/__snapshots__/test_preflight.ambr b/posthog/api/test/__snapshots__/test_preflight.ambr
index 79fbf5392e690..bbb5b5662471e 100644
--- a/posthog/api/test/__snapshots__/test_preflight.ambr
+++ b/posthog/api/test/__snapshots__/test_preflight.ambr
@@ -101,65 +101,3 @@
   LIMIT 21
   '''
 # ---
-# name: TestPreflight.test_cloud_preflight_limited_db_queries.2
-  '''
-  SELECT "posthog_team"."id",
-         "posthog_team"."uuid",
-         "posthog_team"."organization_id",
-         "posthog_team"."project_id",
-         "posthog_team"."api_token",
-         "posthog_team"."app_urls",
-         "posthog_team"."name",
-         "posthog_team"."slack_incoming_webhook",
-         "posthog_team"."created_at",
-         "posthog_team"."updated_at",
-         "posthog_team"."anonymize_ips",
-         "posthog_team"."completed_snippet_onboarding",
-         "posthog_team"."has_completed_onboarding_for",
-         "posthog_team"."ingested_event",
-         "posthog_team"."autocapture_opt_out",
-         "posthog_team"."autocapture_exceptions_opt_in",
-         "posthog_team"."autocapture_exceptions_errors_to_ignore",
-         "posthog_team"."session_recording_opt_in",
-         "posthog_team"."session_recording_sample_rate",
-         "posthog_team"."session_recording_minimum_duration_milliseconds",
-         "posthog_team"."session_recording_linked_flag",
-         "posthog_team"."session_recording_network_payload_capture_config",
-         "posthog_team"."session_replay_config",
-         "posthog_team"."capture_console_log_opt_in",
-         "posthog_team"."capture_performance_opt_in",
-         "posthog_team"."surveys_opt_in",
-         "posthog_team"."heatmaps_opt_in",
-         "posthog_team"."session_recording_version",
-         "posthog_team"."signup_token",
-         "posthog_team"."is_demo",
-         "posthog_team"."access_control",
-         "posthog_team"."week_start_day",
-         "posthog_team"."inject_web_apps",
-         "posthog_team"."test_account_filters",
-         "posthog_team"."test_account_filters_default_checked",
-         "posthog_team"."path_cleaning_filters",
-         "posthog_team"."timezone",
-         "posthog_team"."data_attributes",
-         "posthog_team"."person_display_name_properties",
-         "posthog_team"."live_events_columns",
-         "posthog_team"."recording_domains",
-         "posthog_team"."primary_dashboard_id",
-         "posthog_team"."extra_settings",
-         "posthog_team"."modifiers",
-         "posthog_team"."correlation_config",
-         "posthog_team"."session_recording_retention_period_days",
-         "posthog_team"."plugins_opt_in",
-         "posthog_team"."opt_out_capture",
-         "posthog_team"."event_names",
-         "posthog_team"."event_names_with_usage",
-         "posthog_team"."event_properties",
-         "posthog_team"."event_properties_with_usage",
-         "posthog_team"."event_properties_numerical",
-         "posthog_team"."external_data_workspace_id",
-         "posthog_team"."external_data_workspace_last_synced_at"
-  FROM "posthog_team"
-  WHERE "posthog_team"."id" = 2
-  LIMIT 21
-  '''
-# ---
diff --git a/posthog/api/test/notebooks/__snapshots__/test_notebook.ambr b/posthog/api/test/notebooks/__snapshots__/test_notebook.ambr
index 2105778e1cfba..1c8fd65281398 100644
--- a/posthog/api/test/notebooks/__snapshots__/test_notebook.ambr
+++ b/posthog/api/test/notebooks/__snapshots__/test_notebook.ambr
@@ -276,71 +276,6 @@
   LIMIT 2
   '''
 # ---
-# name: TestNotebooks.test_updates_notebook.15
-  '''
-  SELECT "posthog_instancesetting"."id",
-         "posthog_instancesetting"."key",
-         "posthog_instancesetting"."raw_value"
-  FROM "posthog_instancesetting"
-  WHERE "posthog_instancesetting"."key" = 'constance:posthog:RATE_LIMIT_ENABLED'
-  ORDER BY "posthog_instancesetting"."id" ASC
-  LIMIT 1
-  '''
-# ---
-# name: TestNotebooks.test_updates_notebook.16
-  '''
-  SELECT COUNT(*) AS "__count"
-  FROM "posthog_activitylog"
-  WHERE ("posthog_activitylog"."scope" = 'Notebook'
-         AND "posthog_activitylog"."team_id" = 2)
-  '''
-# ---
-# name: TestNotebooks.test_updates_notebook.17
-  '''
-  SELECT "posthog_activitylog"."id",
-         "posthog_activitylog"."team_id",
-         "posthog_activitylog"."organization_id",
-         "posthog_activitylog"."user_id",
-         "posthog_activitylog"."was_impersonated",
-         "posthog_activitylog"."is_system",
-         "posthog_activitylog"."activity",
-         "posthog_activitylog"."item_id",
-         "posthog_activitylog"."scope",
-         "posthog_activitylog"."detail",
-         "posthog_activitylog"."created_at",
-         "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."is_active",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."requested_password_reset_at",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in"
-  FROM "posthog_activitylog"
-  LEFT OUTER JOIN "posthog_user" ON ("posthog_activitylog"."user_id" = "posthog_user"."id")
-  WHERE ("posthog_activitylog"."scope" = 'Notebook'
-         AND "posthog_activitylog"."team_id" = 2)
-  ORDER BY "posthog_activitylog"."created_at" DESC
-  LIMIT 2
-  '''
-# ---
 # name: TestNotebooks.test_updates_notebook.2
   '''
   SELECT "posthog_organizationmembership"."id",
diff --git a/posthog/api/test/test_query.py b/posthog/api/test/test_query.py
index a02251b4022bd..462a947ad9b4f 100644
--- a/posthog/api/test/test_query.py
+++ b/posthog/api/test/test_query.py
@@ -343,16 +343,19 @@ def test_person_property_filter(self):
     def test_safe_clickhouse_error_passed_through(self):
         query = {"kind": "EventsQuery", "select": ["timestamp + 'string'"]}
 
-        response_post = self.client.post(f"/api/projects/{self.team.id}/query/", {"query": query})
-        self.assertEqual(response_post.status_code, status.HTTP_400_BAD_REQUEST)
-        self.assertEqual(
-            response_post.json(),
-            self.validation_error_response(
-                "Illegal types DateTime64(6, 'UTC') and String of arguments of function plus: "
-                "While processing toTimeZone(timestamp, 'UTC') + 'string'.",
-                "illegal_type_of_argument",
-            ),
-        )
+        with freeze_time("2024-10-16 22:10:29.691212"):
+            response_post = self.client.post(f"/api/projects/{self.team.id}/query/", {"query": query})
+            self.assertEqual(response_post.status_code, status.HTTP_400_BAD_REQUEST)
+
+            self.assertEqual(
+                response_post.json(),
+                {
+                    "type": "validation_error",
+                    "code": "illegal_type_of_argument",
+                    "detail": f"Illegal types DateTime64(6, 'UTC') and String of arguments of function plus: In scope SELECT toTimeZone(events.timestamp, 'UTC') + 'string' FROM events WHERE (events.team_id = {self.team.id}) AND (toTimeZone(events.timestamp, 'UTC') < toDateTime64('2024-10-16 22:10:34.691212', 6, 'UTC')) AND (toTimeZone(events.timestamp, 'UTC') > toDateTime64('2024-10-15 22:10:29.691212', 6, 'UTC')) ORDER BY toTimeZone(events.timestamp, 'UTC') + 'string' ASC LIMIT 0, 101 SETTINGS readonly = 2, max_execution_time = 60, allow_experimental_object_type = 1, format_csv_allow_double_quotes = 0, max_ast_elements = 4000000, max_expanded_ast_elements = 4000000, max_bytes_before_external_group_by = 0.",
+                    "attr": None,
+                },
+            )
 
     @patch(
         "posthog.clickhouse.client.execute._annotate_tagged_query", return_value=("SELECT 1&&&", {})
diff --git a/posthog/async_migrations/test/__snapshots__/test_0004_replicated_schema.ambr b/posthog/async_migrations/test/__snapshots__/test_0004_replicated_schema.ambr
deleted file mode 100644
index f9eaffaf44db6..0000000000000
--- a/posthog/async_migrations/test/__snapshots__/test_0004_replicated_schema.ambr
+++ /dev/null
@@ -1,228 +0,0 @@
-# name: Test0004ReplicatedSchema.test_migration
-  <class 'tuple'> (
-    'cohortpeople',
-    "ReplicatedCollapsingMergeTree('/clickhouse/tables/am0004_20220201000000_noshard/posthog.cohortpeople', '{replica}-{shard}', sign) ORDER BY (team_id, cohort_id, person_id, version) SETTINGS index_granularity = 8192",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.1
-  <class 'tuple'> (
-    'events',
-    "Distributed('posthog', 'posthog_test', 'sharded_events', sipHash64(distinct_id))",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.10
-  <class 'tuple'> (
-    'kafka_plugin_log_entries',
-    "Kafka('kafka:9092', 'plugin_log_entries_test', 'group1', 'JSONEachRow')",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.11
-  <class 'tuple'> (
-    'kafka_session_recording_events',
-    "Kafka('kafka:9092', 'clickhouse_session_recording_events_test', 'group1', 'JSONEachRow')",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.12
-  <class 'tuple'> (
-    'person',
-    "ReplicatedReplacingMergeTree('/clickhouse/tables/am0004_20220201000000_noshard/posthog.person', '{replica}-{shard}', version) ORDER BY (team_id, id) SETTINGS index_granularity = 8192",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.13
-  <class 'tuple'> (
-    'person_distinct_id2',
-    "ReplicatedReplacingMergeTree('/clickhouse/tables/am0004_20220201000000_noshard/posthog.person_distinct_id2', '{replica}-{shard}', version) ORDER BY (team_id, distinct_id) SETTINGS index_granularity = 512",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.14
-  <class 'tuple'> (
-    'person_static_cohort',
-    "ReplicatedReplacingMergeTree('/clickhouse/tables/am0004_20220201000000_noshard/posthog.person_static_cohort', '{replica}-{shard}', _timestamp) ORDER BY (team_id, cohort_id, person_id, id) SETTINGS index_granularity = 8192",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.15
-  <class 'tuple'> (
-    'plugin_log_entries',
-    "ReplicatedReplacingMergeTree('/clickhouse/tables/am0004_20220201000000_noshard/posthog.plugin_log_entries', '{replica}-{shard}', _timestamp) PARTITION BY plugin_id ORDER BY (team_id, id) SETTINGS index_granularity = 512",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.16
-  <class 'tuple'> (
-    'session_recording_events',
-    "Distributed('posthog', 'posthog_test', 'sharded_session_recording_events', sipHash64(distinct_id))",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.17
-  <class 'tuple'> (
-    'sharded_events',
-    "ReplicatedReplacingMergeTree('/clickhouse/tables/am0004_20220201000000_{shard}/posthog.events', '{replica}', _timestamp) PARTITION BY toYYYYMM(timestamp) ORDER BY (team_id, toDate(timestamp), event, cityHash64(distinct_id), cityHash64(uuid)) SAMPLE BY cityHash64(distinct_id) SETTINGS index_granularity = 8192",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.18
-  <class 'tuple'> (
-    'sharded_session_recording_events',
-    "ReplicatedReplacingMergeTree('/clickhouse/tables/am0004_20220201000000_{shard}/posthog.session_recording_events', '{replica}', _timestamp) PARTITION BY toYYYYMMDD(timestamp) ORDER BY (team_id, toHour(timestamp), session_id, timestamp, uuid) SETTINGS index_granularity = 512",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.19
-  <class 'tuple'> (
-    'writable_events',
-    "Distributed('posthog', 'posthog_test', 'sharded_events', sipHash64(distinct_id))",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.2
-  <class 'tuple'> (
-    'events_dead_letter_queue',
-    "ReplicatedReplacingMergeTree('/clickhouse/tables/am0004_20220201000000_noshard/posthog.events_dead_letter_queue', '{replica}-{shard}', _timestamp) ORDER BY (id, event_uuid, distinct_id, team_id) SETTINGS index_granularity = 512",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.20
-  <class 'tuple'> (
-    'writable_session_recording_events',
-    "Distributed('posthog', 'posthog_test', 'sharded_session_recording_events', sipHash64(distinct_id))",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.3
-  <class 'tuple'> (
-    'groups',
-    "ReplicatedReplacingMergeTree('/clickhouse/tables/am0004_20220201000000_noshard/posthog.groups', '{replica}-{shard}', _timestamp) ORDER BY (team_id, group_type_index, group_key) SETTINGS index_granularity = 8192",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.4
-  <class 'tuple'> (
-    'kafka_events',
-    "Kafka SETTINGS kafka_broker_list = 'kafka:9092', kafka_topic_list = 'clickhouse_events_proto_test', kafka_group_name = 'group1', kafka_format = 'Protobuf', kafka_schema = 'events:Event', kafka_skip_broken_messages = 100",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.5
-  <class 'tuple'> (
-    'kafka_events_dead_letter_queue',
-    "Kafka('kafka:9092', 'events_dead_letter_queue_test', 'group1', 'JSONEachRow') SETTINGS kafka_skip_broken_messages = 1000",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.6
-  <class 'tuple'> (
-    'kafka_events_json',
-    "Kafka('kafka:9092', 'clickhouse_events_json_test', 'group1', 'JSONEachRow') SETTINGS kafka_skip_broken_messages = 100",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.7
-  <class 'tuple'> (
-    'kafka_groups',
-    "Kafka('kafka:9092', 'clickhouse_groups_test', 'group1', 'JSONEachRow')",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.8
-  <class 'tuple'> (
-    'kafka_person',
-    "Kafka('kafka:9092', 'clickhouse_person_test', 'group1', 'JSONEachRow')",
-  )
----
-# name: Test0004ReplicatedSchema.test_migration.9
-  <class 'tuple'> (
-    'kafka_person_distinct_id2',
-    "Kafka('kafka:9092', 'clickhouse_person_distinct_id_test', 'group1', 'JSONEachRow')",
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback
-  <class 'tuple'> (
-    'cohortpeople',
-    'CollapsingMergeTree(sign) ORDER BY (team_id, cohort_id, person_id, version) SETTINGS index_granularity = 8192',
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.1
-  <class 'tuple'> (
-    'events',
-    'ReplacingMergeTree(_timestamp) PARTITION BY toYYYYMM(timestamp) ORDER BY (team_id, toDate(timestamp), event, cityHash64(distinct_id), cityHash64(uuid)) SAMPLE BY cityHash64(distinct_id) SETTINGS index_granularity = 8192',
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.10
-  <class 'tuple'> (
-    'kafka_plugin_log_entries',
-    "Kafka('kafka:9092', 'plugin_log_entries_test', 'group1', 'JSONEachRow')",
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.11
-  <class 'tuple'> (
-    'kafka_session_recording_events',
-    "Kafka('kafka:9092', 'clickhouse_session_recording_events_test', 'group1', 'JSONEachRow')",
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.12
-  <class 'tuple'> (
-    'person',
-    'ReplacingMergeTree(version) ORDER BY (team_id, id) SETTINGS index_granularity = 8192',
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.13
-  <class 'tuple'> (
-    'person_distinct_id2',
-    'ReplacingMergeTree(version) ORDER BY (team_id, distinct_id) SETTINGS index_granularity = 512',
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.14
-  <class 'tuple'> (
-    'person_static_cohort',
-    'ReplacingMergeTree(_timestamp) ORDER BY (team_id, cohort_id, person_id, id) SETTINGS index_granularity = 8192',
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.15
-  <class 'tuple'> (
-    'plugin_log_entries',
-    'ReplacingMergeTree(_timestamp) PARTITION BY plugin_id ORDER BY (team_id, id) SETTINGS index_granularity = 512',
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.16
-  <class 'tuple'> (
-    'session_recording_events',
-    'ReplacingMergeTree(_timestamp) PARTITION BY toYYYYMMDD(timestamp) ORDER BY (team_id, toHour(timestamp), session_id, timestamp, uuid) SETTINGS index_granularity = 512',
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.2
-  <class 'tuple'> (
-    'events_dead_letter_queue',
-    'ReplacingMergeTree(_timestamp) ORDER BY (id, event_uuid, distinct_id, team_id) SETTINGS index_granularity = 512',
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.3
-  <class 'tuple'> (
-    'groups',
-    'ReplacingMergeTree(_timestamp) ORDER BY (team_id, group_type_index, group_key) SETTINGS index_granularity = 8192',
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.4
-  <class 'tuple'> (
-    'kafka_events',
-    "Kafka SETTINGS kafka_broker_list = 'kafka:9092', kafka_topic_list = 'clickhouse_events_proto_test', kafka_group_name = 'group1', kafka_format = 'Protobuf', kafka_schema = 'events:Event', kafka_skip_broken_messages = 100",
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.5
-  <class 'tuple'> (
-    'kafka_events_dead_letter_queue',
-    "Kafka('kafka:9092', 'events_dead_letter_queue_test', 'group1', 'JSONEachRow') SETTINGS kafka_skip_broken_messages = 1000",
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.6
-  <class 'tuple'> (
-    'kafka_events_json',
-    "Kafka('kafka:9092', 'clickhouse_events_json_test', 'group1', 'JSONEachRow') SETTINGS kafka_skip_broken_messages = 100",
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.7
-  <class 'tuple'> (
-    'kafka_groups',
-    "Kafka('kafka:9092', 'clickhouse_groups_test', 'group1', 'JSONEachRow')",
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.8
-  <class 'tuple'> (
-    'kafka_person',
-    "Kafka('kafka:9092', 'clickhouse_person_test', 'group1', 'JSONEachRow')",
-  )
----
-# name: Test0004ReplicatedSchema.test_rollback.9
-  <class 'tuple'> (
-    'kafka_person_distinct_id2',
-    "Kafka('kafka:9092', 'clickhouse_person_distinct_id_test', 'group1', 'JSONEachRow')",
-  )
----
diff --git a/posthog/async_migrations/test/__snapshots__/test_0005_person_collapsed_by_version.ambr b/posthog/async_migrations/test/__snapshots__/test_0005_person_collapsed_by_version.ambr
deleted file mode 100644
index b186f3f52ea3b..0000000000000
--- a/posthog/async_migrations/test/__snapshots__/test_0005_person_collapsed_by_version.ambr
+++ /dev/null
@@ -1,80 +0,0 @@
-# name: Test0005PersonCollapsedByVersion.test_migration_schema
-  '
-  CREATE TABLE posthog_test.kafka_person
-  (
-      `id` UUID,
-      `created_at` DateTime64(3),
-      `team_id` Int64,
-      `properties` String,
-      `is_identified` Int8,
-      `is_deleted` Int8 DEFAULT 0,
-      `version` UInt64
-  )
-  ENGINE = Kafka('kafka:9092', 'clickhouse_person_test', 'group1', 'JSONEachRow')
-  '
----
-# name: Test0005PersonCollapsedByVersion.test_migration_schema.1
-  '
-  CREATE TABLE posthog_test.person
-  (
-      `id` UUID,
-      `created_at` DateTime64(3),
-      `team_id` Int64,
-      `properties` String,
-      `is_identified` Int8,
-      `is_deleted` Int8 DEFAULT 0,
-      `version` UInt64,
-      `_timestamp` DateTime,
-      `_offset` UInt64
-  )
-  ENGINE = ReplicatedReplacingMergeTree('/clickhouse/tables/am0005_20220601000000_noshard/posthog.person', '{replica}-{shard}', version)
-  ORDER BY (team_id, id)
-  SETTINGS index_granularity = 8192
-  '
----
-# name: Test0005PersonCollapsedByVersion.test_migration_schema.2
-  '
-  CREATE TABLE posthog_test.person_backup_0005_person_collapsed_by_version
-  (
-      `id` UUID,
-      `created_at` DateTime64(3),
-      `team_id` Int64,
-      `properties` String,
-      `is_identified` Int8,
-      `is_deleted` Int8 DEFAULT 0,
-      `version` UInt64,
-      `_timestamp` DateTime,
-      `_offset` UInt64
-  )
-  ENGINE = ReplicatedReplacingMergeTree('/clickhouse/tables/00000000-0000-0000-0000-000000000000-noshard/posthog.person', '{replica}-{shard}', _timestamp)
-  ORDER BY (team_id, id)
-  SETTINGS index_granularity = 819
-  '
----
-# name: Test0005PersonCollapsedByVersion.test_migration_schema.3
-  '
-  CREATE MATERIALIZED VIEW posthog_test.person_mv TO posthog_test.person
-  (
-      `id` UUID,
-      `created_at` DateTime64(3),
-      `team_id` Int64,
-      `properties` String,
-      `is_identified` Int8,
-      `is_deleted` Int8,
-      `version` UInt64,
-      `_timestamp` Nullable(DateTime),
-      `_offset` UInt64
-  ) AS
-  SELECT
-      id,
-      created_at,
-      team_id,
-      properties,
-      is_identified,
-      is_deleted,
-      version,
-      _timestamp,
-      _offset
-  FROM posthog_test.kafka_person
-  '
----
diff --git a/posthog/async_migrations/test/__snapshots__/test_0005_person_replacing_by_version.ambr b/posthog/async_migrations/test/__snapshots__/test_0005_person_replacing_by_version.ambr
deleted file mode 100644
index 8498541d5e6ae..0000000000000
--- a/posthog/async_migrations/test/__snapshots__/test_0005_person_replacing_by_version.ambr
+++ /dev/null
@@ -1,80 +0,0 @@
-# name: Test0005PersonCollapsedByVersion.test_migration_schema
-  '
-  CREATE TABLE posthog_test.kafka_person
-  (
-      `id` UUID,
-      `created_at` DateTime64(3),
-      `team_id` Int64,
-      `properties` String,
-      `is_identified` Int8,
-      `is_deleted` Int8 DEFAULT 0,
-      `version` UInt64
-  )
-  ENGINE = Kafka('kafka:9092', 'clickhouse_person_test', 'group1', 'JSONEachRow')
-  '
----
-# name: Test0005PersonCollapsedByVersion.test_migration_schema.1
-  '
-  CREATE TABLE posthog_test.person
-  (
-      `id` UUID,
-      `created_at` DateTime64(3),
-      `team_id` Int64,
-      `properties` String,
-      `is_identified` Int8,
-      `is_deleted` Int8 DEFAULT 0,
-      `version` UInt64,
-      `_timestamp` DateTime,
-      `_offset` UInt64
-  )
-  ENGINE = ReplicatedReplacingMergeTree('/clickhouse/tables/am0005_20220601000000_noshard/posthog.person', '{replica}-{shard}', version)
-  ORDER BY (team_id, id)
-  SETTINGS index_granularity = 8192
-  '
----
-# name: Test0005PersonCollapsedByVersion.test_migration_schema.2
-  '
-  CREATE TABLE posthog_test.person_backup_0005_person_replacing_by_version
-  (
-      `id` UUID,
-      `created_at` DateTime64(3),
-      `team_id` Int64,
-      `properties` String,
-      `is_identified` Int8,
-      `is_deleted` Int8 DEFAULT 0,
-      `version` UInt64,
-      `_timestamp` DateTime,
-      `_offset` UInt64
-  )
-  ENGINE = ReplicatedReplacingMergeTree('/clickhouse/tables/00000000-0000-0000-0000-000000000000-noshard/posthog.person', '{replica}-{shard}', _timestamp)
-  ORDER BY (team_id, id)
-  SETTINGS index_granularity = 819
-  '
----
-# name: Test0005PersonCollapsedByVersion.test_migration_schema.3
-  '
-  CREATE MATERIALIZED VIEW posthog_test.person_mv TO posthog_test.person
-  (
-      `id` UUID,
-      `created_at` DateTime64(3),
-      `team_id` Int64,
-      `properties` String,
-      `is_identified` Int8,
-      `is_deleted` Int8,
-      `version` UInt64,
-      `_timestamp` Nullable(DateTime),
-      `_offset` UInt64
-  ) AS
-  SELECT
-      id,
-      created_at,
-      team_id,
-      properties,
-      is_identified,
-      is_deleted,
-      version,
-      _timestamp,
-      _offset
-  FROM posthog_test.kafka_person
-  '
----
diff --git a/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr b/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr
index cbaff187b94d9..a76a0571deeec 100644
--- a/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr
+++ b/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr
@@ -112,24 +112,6 @@
                      max_bytes_before_external_group_by=0
   '''
 # ---
-# name: TestFilterSessionReplaysByEvents.test_select_by_subquery_on_event_property_with_time_filter_and_without_join
-  '''
-  SELECT DISTINCT session_replay_events.session_id AS session_id
-  FROM session_replay_events
-  WHERE and(equals(session_replay_events.team_id, 2), in(session_replay_events.session_id,
-                                                           (SELECT events.`$session_id` AS `$session_id`
-                                                            FROM events
-                                                            WHERE and(equals(events.team_id, 2), ifNull(like(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$current_url'), ''), 'null'), '^"|"$', ''), '%example.com%'), 0)))), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), toDateOrNull('2020-01-01')), 0))
-  ORDER BY session_replay_events.session_id ASC
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
 # name: TestFilterSessionReplaysByEvents.test_select_by_subquery_on_event_property_without_join
   '''
   SELECT DISTINCT session_replay_events.session_id AS session_id
diff --git a/posthog/hogql/test/__snapshots__/test_query.ambr b/posthog/hogql/test/__snapshots__/test_query.ambr
index f90c7bf24877d..5cf1177aaa270 100644
--- a/posthog/hogql/test/__snapshots__/test_query.ambr
+++ b/posthog/hogql/test/__snapshots__/test_query.ambr
@@ -895,25 +895,25 @@
   '''
   -- ClickHouse
   
-  SELECT count AS count, event AS event 
+  SELECT cnt AS cnt, event AS event 
   FROM (
-  SELECT count() AS count, events.event AS event 
+  SELECT count() AS cnt, events.event AS event 
   FROM events 
   WHERE and(equals(events.team_id, 99999), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), %(hogql_val_1)s), 0)) 
   GROUP BY events.event) 
-  GROUP BY count, event 
+  GROUP BY cnt, event 
   LIMIT 100 
   SETTINGS readonly=2, max_execution_time=60, allow_experimental_object_type=1, format_csv_allow_double_quotes=0, max_ast_elements=4000000, max_expanded_ast_elements=4000000, max_bytes_before_external_group_by=0
   
   -- HogQL
   
-  SELECT count, event 
+  SELECT cnt, event 
   FROM (
-  SELECT count() AS count, event 
+  SELECT count() AS cnt, event 
   FROM events 
   WHERE equals(properties.random_uuid, 'RANDOM_TEST_ID::UUID') 
   GROUP BY event) 
-  GROUP BY count, event 
+  GROUP BY cnt, event 
   LIMIT 100
   '''
 # ---
@@ -921,25 +921,25 @@
   '''
   -- ClickHouse
   
-  SELECT c.count AS count, c.event AS event 
+  SELECT c.cnt AS cnt, c.event AS event 
   FROM (
-  SELECT count(*) AS count, events.event AS event 
+  SELECT count(*) AS cnt, events.event AS event 
   FROM events 
   WHERE and(equals(events.team_id, 99999), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), %(hogql_val_1)s), 0)) 
   GROUP BY events.event) AS c 
-  GROUP BY c.count, c.event 
+  GROUP BY c.cnt, c.event 
   LIMIT 100 
   SETTINGS readonly=2, max_execution_time=60, allow_experimental_object_type=1, format_csv_allow_double_quotes=0, max_ast_elements=4000000, max_expanded_ast_elements=4000000, max_bytes_before_external_group_by=0
   
   -- HogQL
   
-  SELECT count, event 
+  SELECT cnt, event 
   FROM (
-  SELECT count(*) AS count, event 
+  SELECT count(*) AS cnt, event 
   FROM events 
   WHERE equals(properties.random_uuid, 'RANDOM_TEST_ID::UUID') 
   GROUP BY event) AS c 
-  GROUP BY count, event 
+  GROUP BY cnt, event 
   LIMIT 100
   '''
 # ---
diff --git a/posthog/hogql/test/test_query.py b/posthog/hogql/test/test_query.py
index 93847378720ac..0cd01f2fbcacb 100644
--- a/posthog/hogql/test/test_query.py
+++ b/posthog/hogql/test/test_query.py
@@ -79,7 +79,7 @@ def test_subquery(self):
             random_uuid = self._create_random_events()
 
             response = execute_hogql_query(
-                "select count, event from (select count() as count, event from events where properties.random_uuid = {random_uuid} group by event) group by count, event",
+                "select cnt, event from (select count() as cnt, event from events where properties.random_uuid = {random_uuid} group by event) group by cnt, event",
                 placeholders={"random_uuid": ast.Constant(value=random_uuid)},
                 team=self.team,
                 pretty=False,
@@ -93,7 +93,7 @@ def test_subquery_alias(self):
             random_uuid = self._create_random_events()
 
             response = execute_hogql_query(
-                "select count, event from (select count(*) as count, event from events where properties.random_uuid = {random_uuid} group by event) as c group by count, event",
+                "select cnt, event from (select count(*) as cnt, event from events where properties.random_uuid = {random_uuid} group by event) as c group by cnt, event",
                 placeholders={"random_uuid": ast.Constant(value=random_uuid)},
                 team=self.team,
                 pretty=False,
diff --git a/posthog/hogql_queries/insights/funnels/funnel_correlation_query_runner.py b/posthog/hogql_queries/insights/funnels/funnel_correlation_query_runner.py
index f218976ad941c..3a110a339be03 100644
--- a/posthog/hogql_queries/insights/funnels/funnel_correlation_query_runner.py
+++ b/posthog/hogql_queries/insights/funnels/funnel_correlation_query_runner.py
@@ -605,7 +605,7 @@ def get_event_property_query(self) -> ast.SelectQuery | ast.SelectSetQuery:
                     {event_join_query}
                     AND event.event IN {event_names}
             )
-            GROUP BY name
+            GROUP BY name, prop
             -- Discard high cardinality / low hits properties
             -- This removes the long tail of random properties with empty, null, or very small values
             HAVING (success_count + failure_count) > 2
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr
index 4497715156cb6..f95e83e21b1d9 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr
@@ -2071,7 +2071,8 @@
         WHERE ifNull(in(steps, [1, 2]), 0)
         ORDER BY aggregation_target ASC) AS funnel_actors ON equals(funnel_actors.actor_id, event.`$group_1`)
      WHERE and(equals(event.team_id, 99999), greaterOrEquals(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC'))), less(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-14 23:59:59', 6, 'UTC'))), equals(event.team_id, 99999), greater(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), funnel_actors.first_timestamp), less(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), coalesce(funnel_actors.final_timestamp, plus(toTimeZone(funnel_actors.first_timestamp, 'UTC'), toIntervalDay(14)), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-14 23:59:59', 6, 'UTC')))), notIn(event.event, ['paid', 'user signed up']), in(event.event, ['positively_related', 'negatively_related'])))
-  GROUP BY name
+  GROUP BY name,
+           prop
   HAVING and(ifNull(greater(plus(success_count, failure_count), 2), 0), ifNull(notIn((prop).1, []), 0))
   LIMIT 100
   UNION ALL
@@ -2209,7 +2210,8 @@
         WHERE ifNull(in(steps, [1, 2]), 0)
         ORDER BY aggregation_target ASC) AS funnel_actors ON equals(funnel_actors.actor_id, event.`$group_1`)
      WHERE and(equals(event.team_id, 99999), greaterOrEquals(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC'))), less(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-14 23:59:59', 6, 'UTC'))), equals(event.team_id, 99999), greater(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), funnel_actors.first_timestamp), less(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), coalesce(funnel_actors.final_timestamp, plus(toTimeZone(funnel_actors.first_timestamp, 'UTC'), toIntervalDay(14)), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-14 23:59:59', 6, 'UTC')))), notIn(event.event, ['paid', 'user signed up']), in(event.event, ['positively_related', 'negatively_related'])))
-  GROUP BY name
+  GROUP BY name,
+           prop
   HAVING and(ifNull(greater(plus(success_count, failure_count), 2), 0), ifNull(notIn((prop).1, []), 0))
   LIMIT 100
   UNION ALL
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr
index 3b9dbd1c06fe2..00797c892c6b5 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr
@@ -1504,7 +1504,8 @@
         WHERE ifNull(greaterOrEquals(step_reached, 0), 0)
         ORDER BY aggregation_target ASC) AS funnel_actors ON equals(funnel_actors.actor_id, event.`$group_1`)
      WHERE and(equals(event.team_id, 99999), greaterOrEquals(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC'))), less(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-14 23:59:59', 6, 'UTC'))), equals(event.team_id, 99999), greater(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), funnel_actors.first_timestamp), less(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), coalesce(funnel_actors.final_timestamp, plus(toTimeZone(funnel_actors.first_timestamp, 'UTC'), toIntervalDay(14)), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-14 23:59:59', 6, 'UTC')))), notIn(event.event, ['paid', 'user signed up']), in(event.event, ['positively_related', 'negatively_related'])))
-  GROUP BY name
+  GROUP BY name,
+           prop
   HAVING and(ifNull(greater(plus(success_count, failure_count), 2), 0), ifNull(notIn((prop).1, []), 0))
   LIMIT 100
   UNION ALL
@@ -1608,7 +1609,8 @@
         WHERE ifNull(greaterOrEquals(step_reached, 0), 0)
         ORDER BY aggregation_target ASC) AS funnel_actors ON equals(funnel_actors.actor_id, event.`$group_1`)
      WHERE and(equals(event.team_id, 99999), greaterOrEquals(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC'))), less(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-14 23:59:59', 6, 'UTC'))), equals(event.team_id, 99999), greater(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), funnel_actors.first_timestamp), less(toTimeZone(toDateTime(toTimeZone(event.timestamp, 'UTC'), 'UTC'), 'UTC'), coalesce(funnel_actors.final_timestamp, plus(toTimeZone(funnel_actors.first_timestamp, 'UTC'), toIntervalDay(14)), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-14 23:59:59', 6, 'UTC')))), notIn(event.event, ['paid', 'user signed up']), in(event.event, ['positively_related', 'negatively_related'])))
-  GROUP BY name
+  GROUP BY name,
+           prop
   HAVING and(ifNull(greater(plus(success_count, failure_count), 2), 0), ifNull(notIn((prop).1, []), 0))
   LIMIT 100
   UNION ALL
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict.ambr
index a4618cb9c6c58..163abb23ac305 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict.ambr
@@ -648,242 +648,474 @@
 # ---
 # name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.1
   '''
-  
-  SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value,
-         count(*) as count
-  FROM events e
-  LEFT JOIN
-    (SELECT group_key,
-            argMax(group_properties, _timestamp) AS group_properties_0
-     FROM groups
-     WHERE team_id = 99999
-       AND group_type_index = 0
-     GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-  WHERE team_id = 99999
-    AND event IN ['buy', 'play movie', 'sign up']
-    AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-    AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-  GROUP BY value
-  ORDER BY count DESC, value DESC
-  LIMIT 26
-  OFFSET 0
-  '''
-# ---
-# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.2
-  '''
-  
-  SELECT aggregation_target AS actor_id
+  SELECT persons.id,
+         persons.id AS id
   FROM
-    (SELECT aggregation_target,
-            steps,
-            avg(step_1_conversion_time) step_1_average_conversion_time_inner,
-            avg(step_2_conversion_time) step_2_average_conversion_time_inner,
-            median(step_1_conversion_time) step_1_median_conversion_time_inner,
-            median(step_2_conversion_time) step_2_median_conversion_time_inner,
-            prop
+    (SELECT aggregation_target AS actor_id
      FROM
-       (SELECT aggregation_target,
-               steps,
-               max(steps) over (PARTITION BY aggregation_target,
-                                             prop) as max_steps,
-                               step_1_conversion_time,
-                               step_2_conversion_time,
-                               prop
+       (SELECT aggregation_target AS aggregation_target,
+               steps AS steps,
+               prop AS prop,
+               prop AS prop,
+               min(step_1_conversion_time) AS step_1_conversion_time,
+               min(step_2_conversion_time) AS step_2_conversion_time
         FROM
-          (SELECT *,
-                  if(latest_0 <= latest_1
-                     AND latest_1 <= latest_0 + INTERVAL 7 DAY
-                     AND latest_1 <= latest_2
-                     AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1
-                                                                      AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps,
-                  if(isNotNull(latest_1)
-                     AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time,
-                  if(isNotNull(latest_2)
-                     AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time
+          (SELECT aggregation_target AS aggregation_target,
+                  steps AS steps,
+                  prop AS prop,
+                  max(steps) OVER (PARTITION BY aggregation_target,
+                                                prop) AS max_steps,
+                                  step_1_conversion_time AS step_1_conversion_time,
+                                  step_2_conversion_time AS step_2_conversion_time,
+                                  prop AS prop
            FROM
-             (SELECT aggregation_target, timestamp, step_0,
-                                                    latest_0,
-                                                    step_1,
-                                                    min(latest_1) over (PARTITION by aggregation_target,
-                                                                                     prop
-                                                                        ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1,
-                                                                       step_2,
-                                                                       min(latest_2) over (PARTITION by aggregation_target,
-                                                                                                        prop
-                                                                                           ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 ,
-                                                                                          if(has(['technology', 'finance'], prop), prop, 'Other') as prop
+             (SELECT aggregation_target AS aggregation_target,
+                     timestamp AS timestamp,
+                     step_0 AS step_0,
+                     latest_0 AS latest_0,
+                     step_1 AS step_1,
+                     latest_1 AS latest_1,
+                     step_2 AS step_2,
+                     latest_2 AS latest_2,
+                     prop AS prop,
+                     if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps,
+                     if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time,
+                     if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time
               FROM
-                (SELECT *,
-                        prop_vals as prop
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2,
+                                                              prop AS prop
                  FROM
-                   (SELECT e.timestamp as timestamp,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id,
-                           if(event = 'sign up', 1, 0) as step_0,
-                           if(step_0 = 1, timestamp, null) as latest_0,
-                           if(event = 'play movie', 1, 0) as step_1,
-                           if(step_1 = 1, timestamp, null) as latest_1,
-                           if(event = 'buy', 1, 0) as step_2,
-                           if(step_2 = 1, timestamp, null) as latest_2,
-                           replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic,
-                           prop_basic as prop,
-                           argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals
-                    FROM events e
-                    LEFT OUTER JOIN
-                      (SELECT distinct_id,
-                              argMax(person_id, version) as person_id
-                       FROM person_distinct_id2
-                       WHERE team_id = 99999
-                         AND distinct_id IN
-                           (SELECT distinct_id
-                            FROM events
-                            WHERE team_id = 99999
-                              AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                              AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') )
-                       GROUP BY distinct_id
-                       HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id
-                    LEFT JOIN
-                      (SELECT group_key,
-                              argMax(group_properties, _timestamp) AS group_properties_0
-                       FROM groups
-                       WHERE team_id = 99999
-                         AND group_type_index = 0
-                       GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-                    WHERE team_id = 99999
-                      AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                      AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-                      AND (1=1) )))
-           WHERE step_0 = 1 ))
-     GROUP BY aggregation_target,
-              steps,
-              prop
-     HAVING steps = max_steps)
-  WHERE steps IN [1, 2, 3]
-    AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
-  ORDER BY aggregation_target
-  LIMIT 100
-  OFFSET 0 SETTINGS max_ast_elements=1000000,
-                    max_expanded_ast_elements=1000000
-  '''
-# ---
-# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.3
-  '''
-  
-  SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value,
-         count(*) as count
-  FROM events e
-  LEFT JOIN
-    (SELECT group_key,
-            argMax(group_properties, _timestamp) AS group_properties_0
-     FROM groups
-     WHERE team_id = 99999
-       AND group_type_index = 0
-     GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-  WHERE team_id = 99999
-    AND event IN ['buy', 'play movie', 'sign up']
-    AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-    AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-  GROUP BY value
-  ORDER BY count DESC, value DESC
-  LIMIT 26
-  OFFSET 0
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))))
+              WHERE ifNull(equals(step_0, 1), 0)))
+        GROUP BY aggregation_target,
+                 steps,
+                 prop
+        HAVING ifNull(equals(steps, max(max_steps)), isNull(steps)
+                      and isNull(max(max_steps))))
+     WHERE and(ifNull(in(steps, [1, 2, 3]), 0), ifNull(equals(arrayFlatten(array(prop)), arrayFlatten(array('finance'))), isNull(arrayFlatten(array(prop)))
+                                                       and isNull(arrayFlatten(array('finance')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
   '''
 # ---
-# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.4
+# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.2
   '''
-  
-  SELECT aggregation_target AS actor_id
+  SELECT persons.id,
+         persons.id AS id
   FROM
-    (SELECT aggregation_target,
-            steps,
-            avg(step_1_conversion_time) step_1_average_conversion_time_inner,
-            avg(step_2_conversion_time) step_2_average_conversion_time_inner,
-            median(step_1_conversion_time) step_1_median_conversion_time_inner,
-            median(step_2_conversion_time) step_2_median_conversion_time_inner,
-            prop
+    (SELECT aggregation_target AS actor_id
      FROM
-       (SELECT aggregation_target,
-               steps,
-               max(steps) over (PARTITION BY aggregation_target,
-                                             prop) as max_steps,
-                               step_1_conversion_time,
-                               step_2_conversion_time,
-                               prop
+       (SELECT aggregation_target AS aggregation_target,
+               steps AS steps,
+               prop AS prop,
+               prop AS prop,
+               min(step_1_conversion_time) AS step_1_conversion_time,
+               min(step_2_conversion_time) AS step_2_conversion_time
         FROM
-          (SELECT *,
-                  if(latest_0 <= latest_1
-                     AND latest_1 <= latest_0 + INTERVAL 7 DAY
-                     AND latest_1 <= latest_2
-                     AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1
-                                                                      AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps,
-                  if(isNotNull(latest_1)
-                     AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time,
-                  if(isNotNull(latest_2)
-                     AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time
+          (SELECT aggregation_target AS aggregation_target,
+                  steps AS steps,
+                  prop AS prop,
+                  max(steps) OVER (PARTITION BY aggregation_target,
+                                                prop) AS max_steps,
+                                  step_1_conversion_time AS step_1_conversion_time,
+                                  step_2_conversion_time AS step_2_conversion_time,
+                                  prop AS prop
            FROM
-             (SELECT aggregation_target, timestamp, step_0,
-                                                    latest_0,
-                                                    step_1,
-                                                    min(latest_1) over (PARTITION by aggregation_target,
-                                                                                     prop
-                                                                        ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1,
-                                                                       step_2,
-                                                                       min(latest_2) over (PARTITION by aggregation_target,
-                                                                                                        prop
-                                                                                           ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 ,
-                                                                                          if(has(['technology', 'finance'], prop), prop, 'Other') as prop
+             (SELECT aggregation_target AS aggregation_target,
+                     timestamp AS timestamp,
+                     step_0 AS step_0,
+                     latest_0 AS latest_0,
+                     step_1 AS step_1,
+                     latest_1 AS latest_1,
+                     step_2 AS step_2,
+                     latest_2 AS latest_2,
+                     prop AS prop,
+                     if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps,
+                     if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time,
+                     if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time
               FROM
-                (SELECT *,
-                        prop_vals as prop
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2,
+                                                              prop AS prop
                  FROM
-                   (SELECT e.timestamp as timestamp,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id,
-                           if(event = 'sign up', 1, 0) as step_0,
-                           if(step_0 = 1, timestamp, null) as latest_0,
-                           if(event = 'play movie', 1, 0) as step_1,
-                           if(step_1 = 1, timestamp, null) as latest_1,
-                           if(event = 'buy', 1, 0) as step_2,
-                           if(step_2 = 1, timestamp, null) as latest_2,
-                           replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic,
-                           prop_basic as prop,
-                           argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals
-                    FROM events e
-                    LEFT OUTER JOIN
-                      (SELECT distinct_id,
-                              argMax(person_id, version) as person_id
-                       FROM person_distinct_id2
-                       WHERE team_id = 99999
-                         AND distinct_id IN
-                           (SELECT distinct_id
-                            FROM events
-                            WHERE team_id = 99999
-                              AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                              AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') )
-                       GROUP BY distinct_id
-                       HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id
-                    LEFT JOIN
-                      (SELECT group_key,
-                              argMax(group_properties, _timestamp) AS group_properties_0
-                       FROM groups
-                       WHERE team_id = 99999
-                         AND group_type_index = 0
-                       GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-                    WHERE team_id = 99999
-                      AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                      AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-                      AND (1=1) )))
-           WHERE step_0 = 1 ))
-     GROUP BY aggregation_target,
-              steps,
-              prop
-     HAVING steps = max_steps)
-  WHERE steps IN [2, 3]
-    AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
-  ORDER BY aggregation_target
-  LIMIT 100
-  OFFSET 0 SETTINGS max_ast_elements=1000000,
-                    max_expanded_ast_elements=1000000
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))))
+              WHERE ifNull(equals(step_0, 1), 0)))
+        GROUP BY aggregation_target,
+                 steps,
+                 prop
+        HAVING ifNull(equals(steps, max(max_steps)), isNull(steps)
+                      and isNull(max(max_steps))))
+     WHERE and(ifNull(in(steps, [2, 3]), 0), ifNull(equals(arrayFlatten(array(prop)), arrayFlatten(array('finance'))), isNull(arrayFlatten(array(prop)))
+                                                    and isNull(arrayFlatten(array('finance')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
+  '''
+# ---
+# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.3
+  '''
+  SELECT persons.id,
+         persons.id AS id
+  FROM
+    (SELECT aggregation_target AS actor_id
+     FROM
+       (SELECT aggregation_target AS aggregation_target,
+               steps AS steps,
+               prop AS prop,
+               prop AS prop,
+               min(step_1_conversion_time) AS step_1_conversion_time,
+               min(step_2_conversion_time) AS step_2_conversion_time
+        FROM
+          (SELECT aggregation_target AS aggregation_target,
+                  steps AS steps,
+                  prop AS prop,
+                  max(steps) OVER (PARTITION BY aggregation_target,
+                                                prop) AS max_steps,
+                                  step_1_conversion_time AS step_1_conversion_time,
+                                  step_2_conversion_time AS step_2_conversion_time,
+                                  prop AS prop
+           FROM
+             (SELECT aggregation_target AS aggregation_target,
+                     timestamp AS timestamp,
+                     step_0 AS step_0,
+                     latest_0 AS latest_0,
+                     step_1 AS step_1,
+                     latest_1 AS latest_1,
+                     step_2 AS step_2,
+                     latest_2 AS latest_2,
+                     prop AS prop,
+                     if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps,
+                     if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time,
+                     if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))))
+              WHERE ifNull(equals(step_0, 1), 0)))
+        GROUP BY aggregation_target,
+                 steps,
+                 prop
+        HAVING ifNull(equals(steps, max(max_steps)), isNull(steps)
+                      and isNull(max(max_steps))))
+     WHERE and(ifNull(in(steps, [1, 2, 3]), 0), ifNull(equals(arrayFlatten(array(prop)), arrayFlatten(array('technology'))), isNull(arrayFlatten(array(prop)))
+                                                       and isNull(arrayFlatten(array('technology')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
+  '''
+# ---
+# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.4
+  '''
+  SELECT persons.id,
+         persons.id AS id
+  FROM
+    (SELECT aggregation_target AS actor_id
+     FROM
+       (SELECT aggregation_target AS aggregation_target,
+               steps AS steps,
+               prop AS prop,
+               prop AS prop,
+               min(step_1_conversion_time) AS step_1_conversion_time,
+               min(step_2_conversion_time) AS step_2_conversion_time
+        FROM
+          (SELECT aggregation_target AS aggregation_target,
+                  steps AS steps,
+                  prop AS prop,
+                  max(steps) OVER (PARTITION BY aggregation_target,
+                                                prop) AS max_steps,
+                                  step_1_conversion_time AS step_1_conversion_time,
+                                  step_2_conversion_time AS step_2_conversion_time,
+                                  prop AS prop
+           FROM
+             (SELECT aggregation_target AS aggregation_target,
+                     timestamp AS timestamp,
+                     step_0 AS step_0,
+                     latest_0 AS latest_0,
+                     step_1 AS step_1,
+                     latest_1 AS latest_1,
+                     step_2 AS step_2,
+                     latest_2 AS latest_2,
+                     prop AS prop,
+                     if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps,
+                     if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time,
+                     if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))))
+              WHERE ifNull(equals(step_0, 1), 0)))
+        GROUP BY aggregation_target,
+                 steps,
+                 prop
+        HAVING ifNull(equals(steps, max(max_steps)), isNull(steps)
+                      and isNull(max(max_steps))))
+     WHERE and(ifNull(in(steps, [2, 3]), 0), ifNull(equals(arrayFlatten(array(prop)), arrayFlatten(array('technology'))), isNull(arrayFlatten(array(prop)))
+                                                    and isNull(arrayFlatten(array('technology')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
   '''
 # ---
 # name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.5
@@ -997,7 +1229,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -1117,7 +1349,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr
index 7986a00f49011..a61e3cb06ab29 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr
@@ -477,242 +477,334 @@
 # ---
 # name: TestStrictFunnelGroupBreakdownUDF.test_funnel_breakdown_group.1
   '''
-  
-  SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value,
-         count(*) as count
-  FROM events e
-  LEFT JOIN
-    (SELECT group_key,
-            argMax(group_properties, _timestamp) AS group_properties_0
-     FROM groups
-     WHERE team_id = 99999
-       AND group_type_index = 0
-     GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-  WHERE team_id = 99999
-    AND event IN ['buy', 'play movie', 'sign up']
-    AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-    AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-  GROUP BY value
-  ORDER BY count DESC, value DESC
-  LIMIT 26
-  OFFSET 0
+  SELECT persons.id,
+         persons.id AS id
+  FROM
+    (SELECT aggregation_target AS actor_id
+     FROM
+       (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array,
+               arrayJoin(aggregate_funnel_v3(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x_before, x_after) -> not(and(ifNull(lessOrEquals(length(x.4), 1), 0), ifNull(equals(x.4, x_before.4), isNull(x.4)
+                                                                                                                                                                                                      and isNull(x_before.4)), ifNull(equals(x.4, x_after.4), isNull(x.4)
+                                                                                                                                                                                                                                      and isNull(x_after.4)), ifNull(equals(x.3, x_before.3), isNull(x.3)
+                                                                                                                                                                                                                                                                     and isNull(x_before.3)), ifNull(equals(x.3, x_after.3), isNull(x.3)
+                                                                                                                                                                                                                                                                                                     and isNull(x_after.3)), ifNull(greater(x.1, x_before.1), 0), ifNull(less(x.1, x_after.1), 0))), events_array, arrayRotateRight(events_array, 1), arrayRotateLeft(events_array, 1)))) AS af_tuple,
+               af_tuple.1 AS step_reached,
+               plus(af_tuple.1, 1) AS steps,
+               af_tuple.2 AS breakdown,
+               af_tuple.3 AS timings,
+               aggregation_target AS aggregation_target
+        FROM
+          (SELECT timestamp AS timestamp,
+                  aggregation_target AS aggregation_target,
+                  uuid AS uuid,
+                          `$session_id` AS `$session_id`,
+                          `$window_id` AS `$window_id`,
+                          step_0 AS step_0,
+                          step_1 AS step_1,
+                          step_2 AS step_2,
+                          prop_basic AS prop_basic,
+                          prop,
+                          prop_vals AS prop_vals,
+                          prop_vals AS prop
+           FROM
+             (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                     if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                     e.uuid AS uuid,
+                     e.`$session_id` AS `$session_id`,
+                     e.`$window_id` AS `$window_id`,
+                     if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                     if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                     if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                     ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                     prop_basic AS prop,
+                     argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+              FROM events AS e
+              LEFT OUTER JOIN
+                (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                        person_distinct_id_overrides.distinct_id AS distinct_id
+                 FROM person_distinct_id_overrides
+                 WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                 GROUP BY person_distinct_id_overrides.distinct_id
+                 HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+              LEFT JOIN
+                (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                        groups.group_type_index AS index,
+                        groups.group_key AS key
+                 FROM groups
+                 WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                 GROUP BY groups.group_type_index,
+                          groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+              WHERE and(equals(e.team_id, 99999), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))
+        GROUP BY aggregation_target
+        HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
+     WHERE and(ifNull(greaterOrEquals(step_reached, 0), 0), ifNull(equals(arrayFlatten(array(breakdown)), arrayFlatten(array('finance'))), isNull(arrayFlatten(array(breakdown)))
+                                                                   and isNull(arrayFlatten(array('finance')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
   '''
 # ---
 # name: TestStrictFunnelGroupBreakdownUDF.test_funnel_breakdown_group.2
   '''
-  
-  SELECT aggregation_target AS actor_id
+  SELECT persons.id,
+         persons.id AS id
   FROM
-    (SELECT aggregation_target,
-            steps,
-            avg(step_1_conversion_time) step_1_average_conversion_time_inner,
-            avg(step_2_conversion_time) step_2_average_conversion_time_inner,
-            median(step_1_conversion_time) step_1_median_conversion_time_inner,
-            median(step_2_conversion_time) step_2_median_conversion_time_inner,
-            prop
+    (SELECT aggregation_target AS actor_id
      FROM
-       (SELECT aggregation_target,
-               steps,
-               max(steps) over (PARTITION BY aggregation_target,
-                                             prop) as max_steps,
-                               step_1_conversion_time,
-                               step_2_conversion_time,
-                               prop
+       (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array,
+               arrayJoin(aggregate_funnel_v3(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x_before, x_after) -> not(and(ifNull(lessOrEquals(length(x.4), 1), 0), ifNull(equals(x.4, x_before.4), isNull(x.4)
+                                                                                                                                                                                                      and isNull(x_before.4)), ifNull(equals(x.4, x_after.4), isNull(x.4)
+                                                                                                                                                                                                                                      and isNull(x_after.4)), ifNull(equals(x.3, x_before.3), isNull(x.3)
+                                                                                                                                                                                                                                                                     and isNull(x_before.3)), ifNull(equals(x.3, x_after.3), isNull(x.3)
+                                                                                                                                                                                                                                                                                                     and isNull(x_after.3)), ifNull(greater(x.1, x_before.1), 0), ifNull(less(x.1, x_after.1), 0))), events_array, arrayRotateRight(events_array, 1), arrayRotateLeft(events_array, 1)))) AS af_tuple,
+               af_tuple.1 AS step_reached,
+               plus(af_tuple.1, 1) AS steps,
+               af_tuple.2 AS breakdown,
+               af_tuple.3 AS timings,
+               aggregation_target AS aggregation_target
         FROM
-          (SELECT *,
-                  if(latest_0 <= latest_1
-                     AND latest_1 <= latest_0 + INTERVAL 7 DAY
-                     AND latest_1 <= latest_2
-                     AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1
-                                                                      AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps,
-                  if(isNotNull(latest_1)
-                     AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time,
-                  if(isNotNull(latest_2)
-                     AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time
+          (SELECT timestamp AS timestamp,
+                  aggregation_target AS aggregation_target,
+                  uuid AS uuid,
+                          `$session_id` AS `$session_id`,
+                          `$window_id` AS `$window_id`,
+                          step_0 AS step_0,
+                          step_1 AS step_1,
+                          step_2 AS step_2,
+                          prop_basic AS prop_basic,
+                          prop,
+                          prop_vals AS prop_vals,
+                          prop_vals AS prop
            FROM
-             (SELECT aggregation_target, timestamp, step_0,
-                                                    latest_0,
-                                                    step_1,
-                                                    min(latest_1) over (PARTITION by aggregation_target,
-                                                                                     prop
-                                                                        ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1,
-                                                                       step_2,
-                                                                       min(latest_2) over (PARTITION by aggregation_target,
-                                                                                                        prop
-                                                                                           ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 ,
-                                                                                          if(has(['technology', 'finance'], prop), prop, 'Other') as prop
-              FROM
-                (SELECT *,
-                        prop_vals as prop
-                 FROM
-                   (SELECT e.timestamp as timestamp,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id,
-                           if(event = 'sign up', 1, 0) as step_0,
-                           if(step_0 = 1, timestamp, null) as latest_0,
-                           if(event = 'play movie', 1, 0) as step_1,
-                           if(step_1 = 1, timestamp, null) as latest_1,
-                           if(event = 'buy', 1, 0) as step_2,
-                           if(step_2 = 1, timestamp, null) as latest_2,
-                           replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic,
-                           prop_basic as prop,
-                           argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals
-                    FROM events e
-                    LEFT OUTER JOIN
-                      (SELECT distinct_id,
-                              argMax(person_id, version) as person_id
-                       FROM person_distinct_id2
-                       WHERE team_id = 99999
-                         AND distinct_id IN
-                           (SELECT distinct_id
-                            FROM events
-                            WHERE team_id = 99999
-                              AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                              AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') )
-                       GROUP BY distinct_id
-                       HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id
-                    LEFT JOIN
-                      (SELECT group_key,
-                              argMax(group_properties, _timestamp) AS group_properties_0
-                       FROM groups
-                       WHERE team_id = 99999
-                         AND group_type_index = 0
-                       GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-                    WHERE team_id = 99999
-                      AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                      AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-                      AND (1=1) )))
-           WHERE step_0 = 1 ))
-     GROUP BY aggregation_target,
-              steps,
-              prop
-     HAVING steps = max_steps)
-  WHERE steps IN [1, 2, 3]
-    AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
-  ORDER BY aggregation_target
-  LIMIT 100
-  OFFSET 0 SETTINGS max_ast_elements=1000000,
-                    max_expanded_ast_elements=1000000
+             (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                     if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                     e.uuid AS uuid,
+                     e.`$session_id` AS `$session_id`,
+                     e.`$window_id` AS `$window_id`,
+                     if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                     if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                     if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                     ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                     prop_basic AS prop,
+                     argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+              FROM events AS e
+              LEFT OUTER JOIN
+                (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                        person_distinct_id_overrides.distinct_id AS distinct_id
+                 FROM person_distinct_id_overrides
+                 WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                 GROUP BY person_distinct_id_overrides.distinct_id
+                 HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+              LEFT JOIN
+                (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                        groups.group_type_index AS index,
+                        groups.group_key AS key
+                 FROM groups
+                 WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                 GROUP BY groups.group_type_index,
+                          groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+              WHERE and(equals(e.team_id, 99999), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))
+        GROUP BY aggregation_target
+        HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
+     WHERE and(ifNull(greaterOrEquals(step_reached, 1), 0), ifNull(equals(arrayFlatten(array(breakdown)), arrayFlatten(array('finance'))), isNull(arrayFlatten(array(breakdown)))
+                                                                   and isNull(arrayFlatten(array('finance')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
   '''
 # ---
 # name: TestStrictFunnelGroupBreakdownUDF.test_funnel_breakdown_group.3
   '''
-  
-  SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value,
-         count(*) as count
-  FROM events e
-  LEFT JOIN
-    (SELECT group_key,
-            argMax(group_properties, _timestamp) AS group_properties_0
-     FROM groups
-     WHERE team_id = 99999
-       AND group_type_index = 0
-     GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-  WHERE team_id = 99999
-    AND event IN ['buy', 'play movie', 'sign up']
-    AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-    AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-  GROUP BY value
-  ORDER BY count DESC, value DESC
-  LIMIT 26
-  OFFSET 0
+  SELECT persons.id,
+         persons.id AS id
+  FROM
+    (SELECT aggregation_target AS actor_id
+     FROM
+       (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array,
+               arrayJoin(aggregate_funnel_v3(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x_before, x_after) -> not(and(ifNull(lessOrEquals(length(x.4), 1), 0), ifNull(equals(x.4, x_before.4), isNull(x.4)
+                                                                                                                                                                                                      and isNull(x_before.4)), ifNull(equals(x.4, x_after.4), isNull(x.4)
+                                                                                                                                                                                                                                      and isNull(x_after.4)), ifNull(equals(x.3, x_before.3), isNull(x.3)
+                                                                                                                                                                                                                                                                     and isNull(x_before.3)), ifNull(equals(x.3, x_after.3), isNull(x.3)
+                                                                                                                                                                                                                                                                                                     and isNull(x_after.3)), ifNull(greater(x.1, x_before.1), 0), ifNull(less(x.1, x_after.1), 0))), events_array, arrayRotateRight(events_array, 1), arrayRotateLeft(events_array, 1)))) AS af_tuple,
+               af_tuple.1 AS step_reached,
+               plus(af_tuple.1, 1) AS steps,
+               af_tuple.2 AS breakdown,
+               af_tuple.3 AS timings,
+               aggregation_target AS aggregation_target
+        FROM
+          (SELECT timestamp AS timestamp,
+                  aggregation_target AS aggregation_target,
+                  uuid AS uuid,
+                          `$session_id` AS `$session_id`,
+                          `$window_id` AS `$window_id`,
+                          step_0 AS step_0,
+                          step_1 AS step_1,
+                          step_2 AS step_2,
+                          prop_basic AS prop_basic,
+                          prop,
+                          prop_vals AS prop_vals,
+                          prop_vals AS prop
+           FROM
+             (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                     if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                     e.uuid AS uuid,
+                     e.`$session_id` AS `$session_id`,
+                     e.`$window_id` AS `$window_id`,
+                     if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                     if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                     if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                     ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                     prop_basic AS prop,
+                     argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+              FROM events AS e
+              LEFT OUTER JOIN
+                (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                        person_distinct_id_overrides.distinct_id AS distinct_id
+                 FROM person_distinct_id_overrides
+                 WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                 GROUP BY person_distinct_id_overrides.distinct_id
+                 HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+              LEFT JOIN
+                (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                        groups.group_type_index AS index,
+                        groups.group_key AS key
+                 FROM groups
+                 WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                 GROUP BY groups.group_type_index,
+                          groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+              WHERE and(equals(e.team_id, 99999), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))
+        GROUP BY aggregation_target
+        HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
+     WHERE and(ifNull(greaterOrEquals(step_reached, 0), 0), ifNull(equals(arrayFlatten(array(breakdown)), arrayFlatten(array('technology'))), isNull(arrayFlatten(array(breakdown)))
+                                                                   and isNull(arrayFlatten(array('technology')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
   '''
 # ---
 # name: TestStrictFunnelGroupBreakdownUDF.test_funnel_breakdown_group.4
   '''
-  
-  SELECT aggregation_target AS actor_id
+  SELECT persons.id,
+         persons.id AS id
   FROM
-    (SELECT aggregation_target,
-            steps,
-            avg(step_1_conversion_time) step_1_average_conversion_time_inner,
-            avg(step_2_conversion_time) step_2_average_conversion_time_inner,
-            median(step_1_conversion_time) step_1_median_conversion_time_inner,
-            median(step_2_conversion_time) step_2_median_conversion_time_inner,
-            prop
+    (SELECT aggregation_target AS actor_id
      FROM
-       (SELECT aggregation_target,
-               steps,
-               max(steps) over (PARTITION BY aggregation_target,
-                                             prop) as max_steps,
-                               step_1_conversion_time,
-                               step_2_conversion_time,
-                               prop
+       (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array,
+               arrayJoin(aggregate_funnel_v3(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x_before, x_after) -> not(and(ifNull(lessOrEquals(length(x.4), 1), 0), ifNull(equals(x.4, x_before.4), isNull(x.4)
+                                                                                                                                                                                                      and isNull(x_before.4)), ifNull(equals(x.4, x_after.4), isNull(x.4)
+                                                                                                                                                                                                                                      and isNull(x_after.4)), ifNull(equals(x.3, x_before.3), isNull(x.3)
+                                                                                                                                                                                                                                                                     and isNull(x_before.3)), ifNull(equals(x.3, x_after.3), isNull(x.3)
+                                                                                                                                                                                                                                                                                                     and isNull(x_after.3)), ifNull(greater(x.1, x_before.1), 0), ifNull(less(x.1, x_after.1), 0))), events_array, arrayRotateRight(events_array, 1), arrayRotateLeft(events_array, 1)))) AS af_tuple,
+               af_tuple.1 AS step_reached,
+               plus(af_tuple.1, 1) AS steps,
+               af_tuple.2 AS breakdown,
+               af_tuple.3 AS timings,
+               aggregation_target AS aggregation_target
         FROM
-          (SELECT *,
-                  if(latest_0 <= latest_1
-                     AND latest_1 <= latest_0 + INTERVAL 7 DAY
-                     AND latest_1 <= latest_2
-                     AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1
-                                                                      AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps,
-                  if(isNotNull(latest_1)
-                     AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time,
-                  if(isNotNull(latest_2)
-                     AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time
+          (SELECT timestamp AS timestamp,
+                  aggregation_target AS aggregation_target,
+                  uuid AS uuid,
+                          `$session_id` AS `$session_id`,
+                          `$window_id` AS `$window_id`,
+                          step_0 AS step_0,
+                          step_1 AS step_1,
+                          step_2 AS step_2,
+                          prop_basic AS prop_basic,
+                          prop,
+                          prop_vals AS prop_vals,
+                          prop_vals AS prop
            FROM
-             (SELECT aggregation_target, timestamp, step_0,
-                                                    latest_0,
-                                                    step_1,
-                                                    min(latest_1) over (PARTITION by aggregation_target,
-                                                                                     prop
-                                                                        ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1,
-                                                                       step_2,
-                                                                       min(latest_2) over (PARTITION by aggregation_target,
-                                                                                                        prop
-                                                                                           ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 ,
-                                                                                          if(has(['technology', 'finance'], prop), prop, 'Other') as prop
-              FROM
-                (SELECT *,
-                        prop_vals as prop
-                 FROM
-                   (SELECT e.timestamp as timestamp,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id,
-                           if(event = 'sign up', 1, 0) as step_0,
-                           if(step_0 = 1, timestamp, null) as latest_0,
-                           if(event = 'play movie', 1, 0) as step_1,
-                           if(step_1 = 1, timestamp, null) as latest_1,
-                           if(event = 'buy', 1, 0) as step_2,
-                           if(step_2 = 1, timestamp, null) as latest_2,
-                           replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic,
-                           prop_basic as prop,
-                           argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals
-                    FROM events e
-                    LEFT OUTER JOIN
-                      (SELECT distinct_id,
-                              argMax(person_id, version) as person_id
-                       FROM person_distinct_id2
-                       WHERE team_id = 99999
-                         AND distinct_id IN
-                           (SELECT distinct_id
-                            FROM events
-                            WHERE team_id = 99999
-                              AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                              AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') )
-                       GROUP BY distinct_id
-                       HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id
-                    LEFT JOIN
-                      (SELECT group_key,
-                              argMax(group_properties, _timestamp) AS group_properties_0
-                       FROM groups
-                       WHERE team_id = 99999
-                         AND group_type_index = 0
-                       GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-                    WHERE team_id = 99999
-                      AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                      AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-                      AND (1=1) )))
-           WHERE step_0 = 1 ))
-     GROUP BY aggregation_target,
-              steps,
-              prop
-     HAVING steps = max_steps)
-  WHERE steps IN [2, 3]
-    AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
-  ORDER BY aggregation_target
-  LIMIT 100
-  OFFSET 0 SETTINGS max_ast_elements=1000000,
-                    max_expanded_ast_elements=1000000
+             (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                     if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                     e.uuid AS uuid,
+                     e.`$session_id` AS `$session_id`,
+                     e.`$window_id` AS `$window_id`,
+                     if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                     if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                     if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                     ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                     prop_basic AS prop,
+                     argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+              FROM events AS e
+              LEFT OUTER JOIN
+                (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                        person_distinct_id_overrides.distinct_id AS distinct_id
+                 FROM person_distinct_id_overrides
+                 WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                 GROUP BY person_distinct_id_overrides.distinct_id
+                 HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+              LEFT JOIN
+                (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                        groups.group_type_index AS index,
+                        groups.group_key AS key
+                 FROM groups
+                 WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                 GROUP BY groups.group_type_index,
+                          groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+              WHERE and(equals(e.team_id, 99999), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))
+        GROUP BY aggregation_target
+        HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
+     WHERE and(ifNull(greaterOrEquals(step_reached, 1), 0), ifNull(equals(arrayFlatten(array(breakdown)), arrayFlatten(array('technology'))), isNull(arrayFlatten(array(breakdown)))
+                                                                   and isNull(arrayFlatten(array('technology')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
   '''
 # ---
 # name: TestStrictFunnelGroupBreakdownUDF.test_funnel_breakdown_group.5
@@ -826,7 +918,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -946,7 +1038,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_unordered.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_unordered.ambr
index cd0682d905c8a..3f5e9e4467e64 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_unordered.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_unordered.ambr
@@ -1221,6 +1221,268 @@
 # ---
 # name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.1
   '''
+  SELECT persons.id,
+         persons.id AS id
+  FROM
+    (SELECT aggregation_target AS actor_id
+     FROM
+       (SELECT aggregation_target AS aggregation_target,
+               steps AS steps,
+               prop AS prop,
+               prop AS prop,
+               min(step_1_conversion_time) AS step_1_conversion_time,
+               min(step_2_conversion_time) AS step_2_conversion_time
+        FROM
+          (SELECT aggregation_target AS aggregation_target,
+                  steps AS steps,
+                  prop AS prop,
+                  max(steps) OVER (PARTITION BY aggregation_target,
+                                                prop) AS max_steps,
+                                  step_1_conversion_time AS step_1_conversion_time,
+                                  step_2_conversion_time AS step_2_conversion_time,
+                                  prop AS prop
+           FROM
+             (SELECT aggregation_target AS aggregation_target,
+                     timestamp AS timestamp,
+                     step_0 AS step_0,
+                     latest_0 AS latest_0,
+                     step_1 AS step_1,
+                     latest_1 AS latest_1,
+                     step_2 AS step_2,
+                     latest_2 AS latest_2,
+                     prop AS prop,
+                     arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                     arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                     arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                     if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                     if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)
+              UNION ALL SELECT aggregation_target AS aggregation_target,
+                               timestamp AS timestamp,
+                               step_0 AS step_0,
+                               latest_0 AS latest_0,
+                               step_1 AS step_1,
+                               latest_1 AS latest_1,
+                               step_2 AS step_2,
+                               latest_2 AS latest_2,
+                               prop AS prop,
+                               arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                               arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                               arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                               if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                               if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)
+              UNION ALL SELECT aggregation_target AS aggregation_target,
+                               timestamp AS timestamp,
+                               step_0 AS step_0,
+                               latest_0 AS latest_0,
+                               step_1 AS step_1,
+                               latest_1 AS latest_1,
+                               step_2 AS step_2,
+                               latest_2 AS latest_2,
+                               prop AS prop,
+                               arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                               arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                               arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                               if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                               if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)))
+        GROUP BY aggregation_target,
+                 steps,
+                 prop
+        HAVING ifNull(equals(steps, max(max_steps)), isNull(steps)
+                      and isNull(max(max_steps))))
+     WHERE and(ifNull(in(steps, [1, 2, 3]), 0), ifNull(equals(arrayFlatten(array(prop)), arrayFlatten(array('finance'))), isNull(arrayFlatten(array(prop)))
+                                                       and isNull(arrayFlatten(array('finance')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
+  '''
+# ---
+# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.10
+  '''
   
   SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value,
          count(*) as count
@@ -1242,7 +1504,7 @@
   OFFSET 0
   '''
 # ---
-# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.10
+# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.11
   '''
   
   SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value,
@@ -1265,30 +1527,7 @@
   OFFSET 0
   '''
 # ---
-# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.11
-  '''
-  
-  SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value,
-         count(*) as count
-  FROM events e
-  LEFT JOIN
-    (SELECT group_key,
-            argMax(group_properties, _timestamp) AS group_properties_0
-     FROM groups
-     WHERE team_id = 99999
-       AND group_type_index = 0
-     GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-  WHERE team_id = 99999
-    AND event IN ['buy', 'play movie', 'sign up']
-    AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-    AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-  GROUP BY value
-  ORDER BY count DESC, value DESC
-  LIMIT 26
-  OFFSET 0
-  '''
-# ---
-# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.12
+# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.12
   '''
   
   SELECT aggregation_target AS actor_id
@@ -1510,7 +1749,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -1810,7 +2049,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('technology'))
   ORDER BY aggregation_target
@@ -1821,279 +2060,788 @@
 # ---
 # name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.2
   '''
-  
-  SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value,
-         count(*) as count
-  FROM events e
-  LEFT JOIN
-    (SELECT group_key,
-            argMax(group_properties, _timestamp) AS group_properties_0
-     FROM groups
-     WHERE team_id = 99999
-       AND group_type_index = 0
-     GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-  WHERE team_id = 99999
-    AND event IN ['buy', 'play movie', 'sign up']
-    AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-    AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-  GROUP BY value
-  ORDER BY count DESC, value DESC
-  LIMIT 26
-  OFFSET 0
-  '''
-# ---
-# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.3
-  '''
-  
-  SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value,
-         count(*) as count
-  FROM events e
-  LEFT JOIN
-    (SELECT group_key,
-            argMax(group_properties, _timestamp) AS group_properties_0
-     FROM groups
-     WHERE team_id = 99999
-       AND group_type_index = 0
-     GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-  WHERE team_id = 99999
-    AND event IN ['buy', 'play movie', 'sign up']
-    AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-    AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-  GROUP BY value
-  ORDER BY count DESC, value DESC
-  LIMIT 26
-  OFFSET 0
-  '''
-# ---
-# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.4
-  '''
-  
-  SELECT aggregation_target AS actor_id
+  SELECT persons.id,
+         persons.id AS id
   FROM
-    (SELECT aggregation_target,
-            steps,
-            avg(step_1_conversion_time) step_1_average_conversion_time_inner,
-            avg(step_2_conversion_time) step_2_average_conversion_time_inner,
-            median(step_1_conversion_time) step_1_median_conversion_time_inner,
-            median(step_2_conversion_time) step_2_median_conversion_time_inner,
-            prop
+    (SELECT aggregation_target AS actor_id
      FROM
-       (SELECT aggregation_target,
-               steps,
-               max(steps) over (PARTITION BY aggregation_target,
-                                             prop) as max_steps,
-                               step_1_conversion_time,
-                               step_2_conversion_time,
-                               prop
+       (SELECT aggregation_target AS aggregation_target,
+               steps AS steps,
+               prop AS prop,
+               prop AS prop,
+               min(step_1_conversion_time) AS step_1_conversion_time,
+               min(step_2_conversion_time) AS step_2_conversion_time
         FROM
-          (SELECT *,
-                  arraySort([latest_0,latest_1,latest_2]) as event_times,
-                  arraySum([if(latest_0 < latest_1 AND latest_1 <= latest_0 + INTERVAL 7 DAY, 1, 0),if(latest_0 < latest_2 AND latest_2 <= latest_0 + INTERVAL 7 DAY, 1, 0), 1]) AS steps ,
-                  arraySort([latest_0,latest_1,latest_2]) as conversion_times,
-                  if(isNotNull(conversion_times[2])
-                     AND conversion_times[2] <= conversion_times[1] + INTERVAL 7 DAY, dateDiff('second', conversion_times[1], conversion_times[2]), NULL) step_1_conversion_time,
-                  if(isNotNull(conversion_times[3])
-                     AND conversion_times[3] <= conversion_times[2] + INTERVAL 7 DAY, dateDiff('second', conversion_times[2], conversion_times[3]), NULL) step_2_conversion_time
-           FROM
-             (SELECT aggregation_target, timestamp, step_0,
-                                                    latest_0,
-                                                    step_1,
-                                                    min(latest_1) over (PARTITION by aggregation_target,
-                                                                                     prop
-                                                                        ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) latest_1,
-                                                                       step_2,
-                                                                       min(latest_2) over (PARTITION by aggregation_target,
-                                                                                                        prop
-                                                                                           ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) latest_2 ,
-                                                                                          if(has(['technology', 'finance'], prop), prop, 'Other') as prop
-              FROM
-                (SELECT *,
-                        prop_vals as prop
-                 FROM
-                   (SELECT e.timestamp as timestamp,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id,
-                           if(event = 'sign up', 1, 0) as step_0,
-                           if(step_0 = 1, timestamp, null) as latest_0,
-                           if(event = 'play movie', 1, 0) as step_1,
-                           if(step_1 = 1, timestamp, null) as latest_1,
-                           if(event = 'buy', 1, 0) as step_2,
-                           if(step_2 = 1, timestamp, null) as latest_2,
-                           replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic,
-                           prop_basic as prop,
-                           argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals
-                    FROM events e
-                    LEFT OUTER JOIN
-                      (SELECT distinct_id,
-                              argMax(person_id, version) as person_id
-                       FROM person_distinct_id2
-                       WHERE team_id = 99999
-                         AND distinct_id IN
-                           (SELECT distinct_id
-                            FROM events
-                            WHERE team_id = 99999
-                              AND event IN ['buy', 'play movie', 'sign up']
-                              AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                              AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') )
-                       GROUP BY distinct_id
-                       HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id
-                    LEFT JOIN
-                      (SELECT group_key,
-                              argMax(group_properties, _timestamp) AS group_properties_0
-                       FROM groups
-                       WHERE team_id = 99999
-                         AND group_type_index = 0
-                       GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-                    WHERE team_id = 99999
-                      AND event IN ['buy', 'play movie', 'sign up']
-                      AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                      AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-                      AND (step_0 = 1
-                           OR step_1 = 1
-                           OR step_2 = 1) )))
-           WHERE step_0 = 1
-           UNION ALL SELECT *,
-                            arraySort([latest_0,latest_1,latest_2]) as event_times,
-                            arraySum([if(latest_0 < latest_1 AND latest_1 <= latest_0 + INTERVAL 7 DAY, 1, 0),if(latest_0 < latest_2 AND latest_2 <= latest_0 + INTERVAL 7 DAY, 1, 0), 1]) AS steps ,
-                            arraySort([latest_0,latest_1,latest_2]) as conversion_times,
-                            if(isNotNull(conversion_times[2])
-                               AND conversion_times[2] <= conversion_times[1] + INTERVAL 7 DAY, dateDiff('second', conversion_times[1], conversion_times[2]), NULL) step_1_conversion_time,
-                            if(isNotNull(conversion_times[3])
-                               AND conversion_times[3] <= conversion_times[2] + INTERVAL 7 DAY, dateDiff('second', conversion_times[2], conversion_times[3]), NULL) step_2_conversion_time
+          (SELECT aggregation_target AS aggregation_target,
+                  steps AS steps,
+                  prop AS prop,
+                  max(steps) OVER (PARTITION BY aggregation_target,
+                                                prop) AS max_steps,
+                                  step_1_conversion_time AS step_1_conversion_time,
+                                  step_2_conversion_time AS step_2_conversion_time,
+                                  prop AS prop
            FROM
-             (SELECT aggregation_target, timestamp, step_0,
-                                                    latest_0,
-                                                    step_1,
-                                                    min(latest_1) over (PARTITION by aggregation_target,
-                                                                                     prop
-                                                                        ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) latest_1,
-                                                                       step_2,
-                                                                       min(latest_2) over (PARTITION by aggregation_target,
-                                                                                                        prop
-                                                                                           ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) latest_2 ,
-                                                                                          if(has(['technology', 'finance'], prop), prop, 'Other') as prop
+             (SELECT aggregation_target AS aggregation_target,
+                     timestamp AS timestamp,
+                     step_0 AS step_0,
+                     latest_0 AS latest_0,
+                     step_1 AS step_1,
+                     latest_1 AS latest_1,
+                     step_2 AS step_2,
+                     latest_2 AS latest_2,
+                     prop AS prop,
+                     arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                     arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                     arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                     if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                     if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
               FROM
-                (SELECT *,
-                        prop_vals as prop
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
                  FROM
-                   (SELECT e.timestamp as timestamp,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id,
-                           if(event = 'play movie', 1, 0) as step_0,
-                           if(step_0 = 1, timestamp, null) as latest_0,
-                           if(event = 'buy', 1, 0) as step_1,
-                           if(step_1 = 1, timestamp, null) as latest_1,
-                           if(event = 'sign up', 1, 0) as step_2,
-                           if(step_2 = 1, timestamp, null) as latest_2,
-                           replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic,
-                           prop_basic as prop,
-                           argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals
-                    FROM events e
-                    LEFT OUTER JOIN
-                      (SELECT distinct_id,
-                              argMax(person_id, version) as person_id
-                       FROM person_distinct_id2
-                       WHERE team_id = 99999
-                         AND distinct_id IN
-                           (SELECT distinct_id
-                            FROM events
-                            WHERE team_id = 99999
-                              AND event IN ['buy', 'play movie', 'sign up']
-                              AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                              AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') )
-                       GROUP BY distinct_id
-                       HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id
-                    LEFT JOIN
-                      (SELECT group_key,
-                              argMax(group_properties, _timestamp) AS group_properties_0
-                       FROM groups
-                       WHERE team_id = 99999
-                         AND group_type_index = 0
-                       GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-                    WHERE team_id = 99999
-                      AND event IN ['buy', 'play movie', 'sign up']
-                      AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                      AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-                      AND (step_0 = 1
-                           OR step_1 = 1
-                           OR step_2 = 1) )))
-           WHERE step_0 = 1
-           UNION ALL SELECT *,
-                            arraySort([latest_0,latest_1,latest_2]) as event_times,
-                            arraySum([if(latest_0 < latest_1 AND latest_1 <= latest_0 + INTERVAL 7 DAY, 1, 0),if(latest_0 < latest_2 AND latest_2 <= latest_0 + INTERVAL 7 DAY, 1, 0), 1]) AS steps ,
-                            arraySort([latest_0,latest_1,latest_2]) as conversion_times,
-                            if(isNotNull(conversion_times[2])
-                               AND conversion_times[2] <= conversion_times[1] + INTERVAL 7 DAY, dateDiff('second', conversion_times[1], conversion_times[2]), NULL) step_1_conversion_time,
-                            if(isNotNull(conversion_times[3])
-                               AND conversion_times[3] <= conversion_times[2] + INTERVAL 7 DAY, dateDiff('second', conversion_times[2], conversion_times[3]), NULL) step_2_conversion_time
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)
+              UNION ALL SELECT aggregation_target AS aggregation_target,
+                               timestamp AS timestamp,
+                               step_0 AS step_0,
+                               latest_0 AS latest_0,
+                               step_1 AS step_1,
+                               latest_1 AS latest_1,
+                               step_2 AS step_2,
+                               latest_2 AS latest_2,
+                               prop AS prop,
+                               arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                               arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                               arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                               if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                               if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)
+              UNION ALL SELECT aggregation_target AS aggregation_target,
+                               timestamp AS timestamp,
+                               step_0 AS step_0,
+                               latest_0 AS latest_0,
+                               step_1 AS step_1,
+                               latest_1 AS latest_1,
+                               step_2 AS step_2,
+                               latest_2 AS latest_2,
+                               prop AS prop,
+                               arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                               arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                               arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                               if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                               if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)))
+        GROUP BY aggregation_target,
+                 steps,
+                 prop
+        HAVING ifNull(equals(steps, max(max_steps)), isNull(steps)
+                      and isNull(max(max_steps))))
+     WHERE and(ifNull(in(steps, [2, 3]), 0), ifNull(equals(arrayFlatten(array(prop)), arrayFlatten(array('finance'))), isNull(arrayFlatten(array(prop)))
+                                                    and isNull(arrayFlatten(array('finance')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
+  '''
+# ---
+# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.3
+  '''
+  SELECT persons.id,
+         persons.id AS id
+  FROM
+    (SELECT aggregation_target AS actor_id
+     FROM
+       (SELECT aggregation_target AS aggregation_target,
+               steps AS steps,
+               prop AS prop,
+               prop AS prop,
+               min(step_1_conversion_time) AS step_1_conversion_time,
+               min(step_2_conversion_time) AS step_2_conversion_time
+        FROM
+          (SELECT aggregation_target AS aggregation_target,
+                  steps AS steps,
+                  prop AS prop,
+                  max(steps) OVER (PARTITION BY aggregation_target,
+                                                prop) AS max_steps,
+                                  step_1_conversion_time AS step_1_conversion_time,
+                                  step_2_conversion_time AS step_2_conversion_time,
+                                  prop AS prop
            FROM
-             (SELECT aggregation_target, timestamp, step_0,
-                                                    latest_0,
-                                                    step_1,
-                                                    min(latest_1) over (PARTITION by aggregation_target,
-                                                                                     prop
-                                                                        ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) latest_1,
-                                                                       step_2,
-                                                                       min(latest_2) over (PARTITION by aggregation_target,
-                                                                                                        prop
-                                                                                           ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) latest_2 ,
-                                                                                          if(has(['technology', 'finance'], prop), prop, 'Other') as prop
+             (SELECT aggregation_target AS aggregation_target,
+                     timestamp AS timestamp,
+                     step_0 AS step_0,
+                     latest_0 AS latest_0,
+                     step_1 AS step_1,
+                     latest_1 AS latest_1,
+                     step_2 AS step_2,
+                     latest_2 AS latest_2,
+                     prop AS prop,
+                     arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                     arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                     arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                     if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                     if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)
+              UNION ALL SELECT aggregation_target AS aggregation_target,
+                               timestamp AS timestamp,
+                               step_0 AS step_0,
+                               latest_0 AS latest_0,
+                               step_1 AS step_1,
+                               latest_1 AS latest_1,
+                               step_2 AS step_2,
+                               latest_2 AS latest_2,
+                               prop AS prop,
+                               arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                               arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                               arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                               if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                               if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)
+              UNION ALL SELECT aggregation_target AS aggregation_target,
+                               timestamp AS timestamp,
+                               step_0 AS step_0,
+                               latest_0 AS latest_0,
+                               step_1 AS step_1,
+                               latest_1 AS latest_1,
+                               step_2 AS step_2,
+                               latest_2 AS latest_2,
+                               prop AS prop,
+                               arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                               arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                               arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                               if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                               if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)))
+        GROUP BY aggregation_target,
+                 steps,
+                 prop
+        HAVING ifNull(equals(steps, max(max_steps)), isNull(steps)
+                      and isNull(max(max_steps))))
+     WHERE and(ifNull(in(steps, [1, 2, 3]), 0), ifNull(equals(arrayFlatten(array(prop)), arrayFlatten(array('technology'))), isNull(arrayFlatten(array(prop)))
+                                                       and isNull(arrayFlatten(array('technology')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
+  '''
+# ---
+# name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.4
+  '''
+  SELECT persons.id,
+         persons.id AS id
+  FROM
+    (SELECT aggregation_target AS actor_id
+     FROM
+       (SELECT aggregation_target AS aggregation_target,
+               steps AS steps,
+               prop AS prop,
+               prop AS prop,
+               min(step_1_conversion_time) AS step_1_conversion_time,
+               min(step_2_conversion_time) AS step_2_conversion_time
+        FROM
+          (SELECT aggregation_target AS aggregation_target,
+                  steps AS steps,
+                  prop AS prop,
+                  max(steps) OVER (PARTITION BY aggregation_target,
+                                                prop) AS max_steps,
+                                  step_1_conversion_time AS step_1_conversion_time,
+                                  step_2_conversion_time AS step_2_conversion_time,
+                                  prop AS prop
+           FROM
+             (SELECT aggregation_target AS aggregation_target,
+                     timestamp AS timestamp,
+                     step_0 AS step_0,
+                     latest_0 AS latest_0,
+                     step_1 AS step_1,
+                     latest_1 AS latest_1,
+                     step_2 AS step_2,
+                     latest_2 AS latest_2,
+                     prop AS prop,
+                     arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                     arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                     arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                     if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                     if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)
+              UNION ALL SELECT aggregation_target AS aggregation_target,
+                               timestamp AS timestamp,
+                               step_0 AS step_0,
+                               latest_0 AS latest_0,
+                               step_1 AS step_1,
+                               latest_1 AS latest_1,
+                               step_2 AS step_2,
+                               latest_2 AS latest_2,
+                               prop AS prop,
+                               arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                               arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                               arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                               if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                               if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
               FROM
-                (SELECT *,
-                        prop_vals as prop
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
                  FROM
-                   (SELECT e.timestamp as timestamp,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target,
-                           if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id,
-                           if(event = 'buy', 1, 0) as step_0,
-                           if(step_0 = 1, timestamp, null) as latest_0,
-                           if(event = 'sign up', 1, 0) as step_1,
-                           if(step_1 = 1, timestamp, null) as latest_1,
-                           if(event = 'play movie', 1, 0) as step_2,
-                           if(step_2 = 1, timestamp, null) as latest_2,
-                           replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic,
-                           prop_basic as prop,
-                           argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals
-                    FROM events e
-                    LEFT OUTER JOIN
-                      (SELECT distinct_id,
-                              argMax(person_id, version) as person_id
-                       FROM person_distinct_id2
-                       WHERE team_id = 99999
-                         AND distinct_id IN
-                           (SELECT distinct_id
-                            FROM events
-                            WHERE team_id = 99999
-                              AND event IN ['buy', 'play movie', 'sign up']
-                              AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                              AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') )
-                       GROUP BY distinct_id
-                       HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id
-                    LEFT JOIN
-                      (SELECT group_key,
-                              argMax(group_properties, _timestamp) AS group_properties_0
-                       FROM groups
-                       WHERE team_id = 99999
-                         AND group_type_index = 0
-                       GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key
-                    WHERE team_id = 99999
-                      AND event IN ['buy', 'play movie', 'sign up']
-                      AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC')
-                      AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC')
-                      AND (step_0 = 1
-                           OR step_1 = 1
-                           OR step_2 = 1) )))
-           WHERE step_0 = 1 ))
-     GROUP BY aggregation_target,
-              steps,
-              prop
-     HAVING steps = max_steps)
-  WHERE steps IN [1, 2, 3]
-    AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
-  ORDER BY aggregation_target
-  LIMIT 100
-  OFFSET 0 SETTINGS max_ast_elements=1000000,
-                    max_expanded_ast_elements=1000000
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)
+              UNION ALL SELECT aggregation_target AS aggregation_target,
+                               timestamp AS timestamp,
+                               step_0 AS step_0,
+                               latest_0 AS latest_0,
+                               step_1 AS step_1,
+                               latest_1 AS latest_1,
+                               step_2 AS step_2,
+                               latest_2 AS latest_2,
+                               prop AS prop,
+                               arraySort([latest_0, latest_1, latest_2]) AS event_times,
+                               arraySum([if(and(ifNull(less(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), if(and(ifNull(less(latest_0, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 1, 0), 1]) AS steps,
+                               arraySort([latest_0, latest_1, latest_2]) AS conversion_times,
+                               if(and(isNotNull(conversion_times[2]), ifNull(lessOrEquals(conversion_times[2], plus(toTimeZone(conversion_times[1], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[1], conversion_times[2]), NULL) AS step_1_conversion_time,
+                               if(and(isNotNull(conversion_times[3]), ifNull(lessOrEquals(conversion_times[3], plus(toTimeZone(conversion_times[2], 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', conversion_times[2], conversion_times[3]), NULL) AS step_2_conversion_time
+              FROM
+                (SELECT aggregation_target AS aggregation_target,
+                        timestamp AS timestamp,
+                        step_0 AS step_0,
+                        latest_0 AS latest_0,
+                        step_1 AS step_1,
+                        min(latest_1) OVER (PARTITION BY aggregation_target,
+                                                         prop
+                                            ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1,
+                                           step_2 AS step_2,
+                                           min(latest_2) OVER (PARTITION BY aggregation_target,
+                                                                            prop
+                                                               ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2,
+                                                              prop AS prop
+                 FROM
+                   (SELECT timestamp AS timestamp,
+                           aggregation_target AS aggregation_target,
+                           step_0 AS step_0,
+                           latest_0 AS latest_0,
+                           step_1 AS step_1,
+                           latest_1 AS latest_1,
+                           step_2 AS step_2,
+                           latest_2 AS latest_2,
+                           prop_basic AS prop_basic,
+                           prop,
+                           prop_vals AS prop_vals,
+                           prop_vals AS prop
+                    FROM
+                      (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                              if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                              if(equals(e.event, 'buy'), 1, 0) AS step_0,
+                              if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0,
+                              if(equals(e.event, 'sign up'), 1, 0) AS step_1,
+                              if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1,
+                              if(equals(e.event, 'play movie'), 1, 0) AS step_2,
+                              if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2,
+                              ifNull(toString(e__group_0.properties___industry), '') AS prop_basic,
+                              prop_basic AS prop,
+                              argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals
+                       FROM events AS e
+                       LEFT OUTER JOIN
+                         (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                                 person_distinct_id_overrides.distinct_id AS distinct_id
+                          FROM person_distinct_id_overrides
+                          WHERE equals(person_distinct_id_overrides.team_id, 99999)
+                          GROUP BY person_distinct_id_overrides.distinct_id
+                          HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                       LEFT JOIN
+                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry,
+                                 groups.group_type_index AS index,
+                                 groups.group_key AS key
+                          FROM groups
+                          WHERE and(equals(groups.team_id, 99999), equals(index, 0))
+                          GROUP BY groups.group_type_index,
+                                   groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key)
+                       WHERE and(equals(e.team_id, 99999), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('buy', 'play movie', 'sign up'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))
+              WHERE ifNull(equals(step_0, 1), 0)))
+        GROUP BY aggregation_target,
+                 steps,
+                 prop
+        HAVING ifNull(equals(steps, max(max_steps)), isNull(steps)
+                      and isNull(max(max_steps))))
+     WHERE and(ifNull(in(steps, [2, 3]), 0), ifNull(equals(arrayFlatten(array(prop)), arrayFlatten(array('technology'))), isNull(arrayFlatten(array(prop)))
+                                                    and isNull(arrayFlatten(array('technology')))))
+     ORDER BY aggregation_target ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE equals(person.team_id, 99999)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=1
   '''
 # ---
 # name: TestUnorderedFunnelGroupBreakdown.test_funnel_breakdown_group.5
@@ -2387,7 +3135,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
     AND arrayFlatten(array(prop)) = arrayFlatten(array('finance'))
   ORDER BY aggregation_target
diff --git a/posthog/hogql_queries/insights/funnels/test/test_funnel_strict.py b/posthog/hogql_queries/insights/funnels/test/test_funnel_strict.py
index dbc215fbb5f6a..2f1bf491be8a1 100644
--- a/posthog/hogql_queries/insights/funnels/test/test_funnel_strict.py
+++ b/posthog/hogql_queries/insights/funnels/test/test_funnel_strict.py
@@ -13,11 +13,11 @@
     funnel_breakdown_group_test_factory,
     assert_funnel_results_equal,
 )
+from posthog.hogql_queries.insights.funnels.test.test_funnel import PseudoFunnelActors
 from posthog.hogql_queries.legacy_compatibility.filter_to_query import filter_to_query
 from posthog.models.action import Action
 from posthog.models.filters import Filter
 from posthog.models.instance_setting import override_instance_config
-from posthog.queries.funnels.funnel_strict_persons import ClickhouseFunnelStrictActors
 from posthog.schema import FunnelsQuery
 from posthog.test.base import (
     APIBaseTest,
@@ -43,7 +43,7 @@ class BaseTestFunnelStrictStepsBreakdown(
     ClickhouseTestMixin,
     funnel_breakdown_test_factory(  # type: ignore
         FunnelOrderType.STRICT,
-        ClickhouseFunnelStrictActors,
+        PseudoFunnelActors,
         _create_action,
         _create_person,
     ),
@@ -184,7 +184,7 @@ class BaseTestStrictFunnelGroupBreakdown(
     ClickhouseTestMixin,
     funnel_breakdown_group_test_factory(  # type: ignore
         FunnelOrderType.STRICT,
-        ClickhouseFunnelStrictActors,
+        PseudoFunnelActors,
     ),
 ):
     __test__ = False
@@ -192,7 +192,7 @@ class BaseTestStrictFunnelGroupBreakdown(
 
 class BaseTestFunnelStrictStepsConversionTime(
     ClickhouseTestMixin,
-    funnel_conversion_time_test_factory(FunnelOrderType.ORDERED, ClickhouseFunnelStrictActors),  # type: ignore
+    funnel_conversion_time_test_factory(FunnelOrderType.ORDERED, PseudoFunnelActors),  # type: ignore
 ):
     maxDiff = None
     __test__ = False
@@ -205,7 +205,7 @@ class BaseTestFunnelStrictSteps(ClickhouseTestMixin, APIBaseTest):
     def _get_actor_ids_at_step(self, filter, funnel_step, breakdown_value=None):
         filter = Filter(data=filter, team=self.team)
         person_filter = filter.shallow_clone({"funnel_step": funnel_step, "funnel_step_breakdown": breakdown_value})
-        _, serialized_result, _ = ClickhouseFunnelStrictActors(person_filter, self.team).get_actors()
+        _, serialized_result, _ = PseudoFunnelActors(person_filter, self.team).get_actors()
 
         return [val["id"] for val in serialized_result]
 
diff --git a/posthog/hogql_queries/insights/funnels/test/test_funnel_unordered.py b/posthog/hogql_queries/insights/funnels/test/test_funnel_unordered.py
index e7596024d8b83..8b1572d298237 100644
--- a/posthog/hogql_queries/insights/funnels/test/test_funnel_unordered.py
+++ b/posthog/hogql_queries/insights/funnels/test/test_funnel_unordered.py
@@ -5,14 +5,12 @@
 
 from posthog.constants import INSIGHT_FUNNELS, FunnelOrderType
 from posthog.hogql_queries.insights.funnels.funnels_query_runner import FunnelsQueryRunner
+from posthog.hogql_queries.insights.funnels.test.test_funnel import PseudoFunnelActors
 from posthog.hogql_queries.legacy_compatibility.filter_to_query import filter_to_query
 
 from posthog.models.action import Action
 from posthog.models.filters import Filter
 from posthog.models.property_definition import PropertyDefinition
-from posthog.queries.funnels.funnel_unordered_persons import (
-    ClickhouseFunnelUnorderedActors,
-)
 from posthog.hogql_queries.insights.funnels.test.conversion_time_cases import (
     funnel_conversion_time_test_factory,
 )
@@ -49,7 +47,7 @@ class TestFunnelUnorderedStepsBreakdown(
     ClickhouseTestMixin,
     funnel_breakdown_test_factory(  # type: ignore
         FunnelOrderType.UNORDERED,
-        ClickhouseFunnelUnorderedActors,
+        PseudoFunnelActors,
         _create_action,
         _create_person,
     ),
@@ -638,7 +636,7 @@ class TestUnorderedFunnelGroupBreakdown(
     ClickhouseTestMixin,
     funnel_breakdown_group_test_factory(  # type: ignore
         FunnelOrderType.UNORDERED,
-        ClickhouseFunnelUnorderedActors,
+        PseudoFunnelActors,
     ),
 ):
     pass
@@ -648,7 +646,7 @@ class TestFunnelUnorderedStepsConversionTime(
     ClickhouseTestMixin,
     funnel_conversion_time_test_factory(  # type: ignore
         FunnelOrderType.UNORDERED,
-        ClickhouseFunnelUnorderedActors,
+        PseudoFunnelActors,
     ),
 ):
     maxDiff = None
@@ -659,7 +657,7 @@ class TestFunnelUnorderedSteps(ClickhouseTestMixin, APIBaseTest):
     def _get_actor_ids_at_step(self, filter, funnel_step, breakdown_value=None):
         filter = Filter(data=filter, team=self.team)
         person_filter = filter.shallow_clone({"funnel_step": funnel_step, "funnel_step_breakdown": breakdown_value})
-        _, serialized_result, _ = ClickhouseFunnelUnorderedActors(person_filter, self.team).get_actors()
+        _, serialized_result, _ = PseudoFunnelActors(person_filter, self.team).get_actors()
 
         return [val["id"] for val in serialized_result]
 
diff --git a/posthog/hogql_queries/insights/trends/test/test_trends_persons.py b/posthog/hogql_queries/insights/trends/test/test_trends_persons.py
index c8d4d643b65eb..6ef3306715682 100644
--- a/posthog/hogql_queries/insights/trends/test/test_trends_persons.py
+++ b/posthog/hogql_queries/insights/trends/test/test_trends_persons.py
@@ -1299,8 +1299,7 @@ def test_trends_math_first_time_for_user_handles_multiple_ids(self):
 
         result = self._get_actors(trends_query=source_query, day="2020-01-12")
         self.assertEqual(len(result), 2)
-        self.assertEqual(set(result[0][0]["distinct_ids"]), {"anon3"})
-        self.assertEqual(set(result[1][0]["distinct_ids"]), {"anon2", "p2"})
+        self.assertCountEqual([x[0]["distinct_ids"] for x in result], (["anon3"], ["anon2", "p2"]))
 
     def test_trends_math_first_time_for_user_matches_first_event_only(self):
         timestamp = "2020-01-11T12:00:00Z"
diff --git a/posthog/queries/actor_base_query.py b/posthog/queries/actor_base_query.py
index fa809e24ad653..c666036151ff2 100644
--- a/posthog/queries/actor_base_query.py
+++ b/posthog/queries/actor_base_query.py
@@ -109,6 +109,7 @@ def get_actors(
             query_type=self.QUERY_TYPE,
             filter=self._filter,
             team_id=self._team.pk,
+            settings={"allow_experimental_analyzer": 0},
         )
         actors, serialized_actors = self.get_actors_from_result(raw_result)
 
diff --git a/posthog/queries/funnels/base.py b/posthog/queries/funnels/base.py
index 9066026ecb254..345bda450630e 100644
--- a/posthog/queries/funnels/base.py
+++ b/posthog/queries/funnels/base.py
@@ -286,6 +286,7 @@ def _exec_query(self) -> list[tuple]:
             query_type=self.QUERY_TYPE,
             filter=self._filter,
             team_id=self._team.pk,
+            settings={"allow_experimental_analyzer": 0},
         )
 
     def _get_timestamp_outer_select(self) -> str:
@@ -794,9 +795,9 @@ def _get_breakdown_select_prop(self) -> tuple[str, dict[str, Any]]:
                 prop_alias = f"prop_{index}"
                 select_columns.append(f"if(step_{index} = 1, prop_basic, {default_breakdown_selector}) as {prop_alias}")
                 prop_aliases.append(prop_alias)
-            final_select = f"prop_{self._filter.breakdown_attribution_value} as prop"
+            final_select = f"prop_{self._filter.breakdown_attribution_value} as prop_final"
 
-            prop_window = "groupUniqArray(prop) over (PARTITION by aggregation_target) as prop_vals"
+            prop_window = "groupUniqArray(prop_final) over (PARTITION by aggregation_target) as prop_vals"
 
             return ",".join([basic_prop_selector, *select_columns, final_select, prop_window]), basic_prop_params
         elif self._filter.breakdown_attribution_type in [
diff --git a/posthog/queries/funnels/funnel.py b/posthog/queries/funnels/funnel.py
index c72a7f1608ea6..e5b45c183377e 100644
--- a/posthog/queries/funnels/funnel.py
+++ b/posthog/queries/funnels/funnel.py
@@ -32,7 +32,6 @@ def get_query(self):
         max_steps = len(self._filter.entities)
 
         breakdown_clause = self._get_breakdown_prop()
-
         return f"""
         SELECT {self._get_count_columns(max_steps)} {self._get_step_time_avgs(max_steps)} {self._get_step_time_median(max_steps)} {breakdown_clause} FROM (
                 {self.get_step_counts_query()}
@@ -51,7 +50,7 @@ def get_step_counts_query(self):
                         {steps_per_person_query}
                 )
             ) GROUP BY aggregation_target, steps {breakdown_clause}
-            HAVING steps = max_steps
+            HAVING steps = max(max_steps)
         """
 
     def get_step_counts_without_aggregation_query(self):
diff --git a/posthog/queries/funnels/funnel_strict.py b/posthog/queries/funnels/funnel_strict.py
index cb9f97d191870..f7115551814d7 100644
--- a/posthog/queries/funnels/funnel_strict.py
+++ b/posthog/queries/funnels/funnel_strict.py
@@ -27,7 +27,7 @@ def get_step_counts_query(self):
                         {steps_per_person_query}
                 )
             ) GROUP BY aggregation_target, steps {breakdown_clause}
-            HAVING steps = max_steps
+            HAVING steps = max(max_steps)
         """
 
     def get_step_counts_without_aggregation_query(self):
diff --git a/posthog/queries/funnels/funnel_unordered.py b/posthog/queries/funnels/funnel_unordered.py
index ee984b9462a75..a7ad5800a5da5 100644
--- a/posthog/queries/funnels/funnel_unordered.py
+++ b/posthog/queries/funnels/funnel_unordered.py
@@ -81,7 +81,7 @@ def get_step_counts_query(self):
                         {union_query}
                 )
             ) GROUP BY aggregation_target, steps {breakdown_clause}
-            HAVING steps = max_steps
+            HAVING steps = max(max_steps)
         """
 
     def get_step_counts_without_aggregation_query(self):
diff --git a/posthog/queries/funnels/test/__snapshots__/test_breakdowns_by_current_url.ambr b/posthog/queries/funnels/test/__snapshots__/test_breakdowns_by_current_url.ambr
index 16030fa7ebd29..93a4f3e098ec1 100644
--- a/posthog/queries/funnels/test/__snapshots__/test_breakdowns_by_current_url.ambr
+++ b/posthog/queries/funnels/test/__snapshots__/test_breakdowns_by_current_url.ambr
@@ -94,7 +94,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -193,7 +193,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
diff --git a/posthog/queries/funnels/test/__snapshots__/test_funnel.ambr b/posthog/queries/funnels/test/__snapshots__/test_funnel.ambr
index c4cf7d40e89d2..c1f56aade4ad7 100644
--- a/posthog/queries/funnels/test/__snapshots__/test_funnel.ambr
+++ b/posthog/queries/funnels/test/__snapshots__/test_funnel.ambr
@@ -92,7 +92,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: TestFOSSFunnel.test_funnel_conversion_window_seconds.1
@@ -182,7 +182,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
   ORDER BY aggregation_target
   LIMIT 100
@@ -290,7 +290,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: TestFOSSFunnel.test_funnel_with_cohorts_step_filter
@@ -372,7 +372,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: TestFOSSFunnel.test_funnel_with_precalculated_cohort_step_filter
@@ -468,7 +468,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: TestFOSSFunnel.test_funnel_with_property_groups
@@ -584,7 +584,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: TestFOSSFunnel.test_funnel_with_property_groups.1
@@ -694,7 +694,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
   ORDER BY aggregation_target
   LIMIT 100
@@ -809,7 +809,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
   ORDER BY aggregation_target
   LIMIT 100
@@ -924,7 +924,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [3]
   ORDER BY aggregation_target
   LIMIT 100
@@ -1013,7 +1013,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: TestFOSSFunnel.test_timezones
@@ -1077,7 +1077,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   '''
 # ---
 # name: TestFunnelBreakdown.test_funnel_breakdown_correct_breakdown_props_are_chosen
@@ -1172,7 +1172,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -1244,8 +1244,8 @@
                            array(replaceRegexpAll(JSONExtractRaw(properties, '$browser'), '^"|"$', '')) AS prop_basic,
                            if(step_0 = 1, prop_basic, []) as prop_0,
                            if(step_1 = 1, prop_basic, []) as prop_1,
-                           prop_1 as prop,
-                           groupUniqArray(prop) over (PARTITION by aggregation_target) as prop_vals
+                           prop_1 as prop_final,
+                           groupUniqArray(prop_final) over (PARTITION by aggregation_target) as prop_vals
                     FROM events e
                     LEFT OUTER JOIN
                       (SELECT distinct_id,
@@ -1273,7 +1273,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -1368,7 +1368,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
diff --git a/posthog/queries/funnels/test/__snapshots__/test_funnel_persons.ambr b/posthog/queries/funnels/test/__snapshots__/test_funnel_persons.ambr
index 47b13c0fa18d2..ba3aff3dc51a4 100644
--- a/posthog/queries/funnels/test/__snapshots__/test_funnel_persons.ambr
+++ b/posthog/queries/funnels/test/__snapshots__/test_funnel_persons.ambr
@@ -163,7 +163,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
   ORDER BY aggregation_target
   LIMIT 100
@@ -346,7 +346,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
   ORDER BY aggregation_target
   LIMIT 100
@@ -529,7 +529,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps = 2
   ORDER BY aggregation_target
   LIMIT 100
diff --git a/posthog/queries/funnels/test/__snapshots__/test_funnel_strict.ambr b/posthog/queries/funnels/test/__snapshots__/test_funnel_strict.ambr
index 1a3d34a5ad6bf..171d6d9edd7f6 100644
--- a/posthog/queries/funnels/test/__snapshots__/test_funnel_strict.ambr
+++ b/posthog/queries/funnels/test/__snapshots__/test_funnel_strict.ambr
@@ -87,7 +87,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -158,8 +158,8 @@
                            array(replaceRegexpAll(JSONExtractRaw(properties, '$browser'), '^"|"$', '')) AS prop_basic,
                            if(step_0 = 1, prop_basic, []) as prop_0,
                            if(step_1 = 1, prop_basic, []) as prop_1,
-                           prop_1 as prop,
-                           groupUniqArray(prop) over (PARTITION by aggregation_target) as prop_vals
+                           prop_1 as prop_final,
+                           groupUniqArray(prop_final) over (PARTITION by aggregation_target) as prop_vals
                     FROM events e
                     LEFT OUTER JOIN
                       (SELECT distinct_id,
@@ -184,7 +184,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -275,7 +275,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
diff --git a/posthog/queries/funnels/test/__snapshots__/test_funnel_strict_persons.ambr b/posthog/queries/funnels/test/__snapshots__/test_funnel_strict_persons.ambr
index 94a79d63c4054..b717e552bb29c 100644
--- a/posthog/queries/funnels/test/__snapshots__/test_funnel_strict_persons.ambr
+++ b/posthog/queries/funnels/test/__snapshots__/test_funnel_strict_persons.ambr
@@ -123,7 +123,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
   ORDER BY aggregation_target
   LIMIT 100
@@ -266,7 +266,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [2, 3]
   ORDER BY aggregation_target
   LIMIT 100
@@ -409,7 +409,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps = 2
   ORDER BY aggregation_target
   LIMIT 100
diff --git a/posthog/queries/funnels/test/__snapshots__/test_funnel_time_to_convert.ambr b/posthog/queries/funnels/test/__snapshots__/test_funnel_time_to_convert.ambr
index 2cb4c48dbfccd..59a27c8630fb7 100644
--- a/posthog/queries/funnels/test/__snapshots__/test_funnel_time_to_convert.ambr
+++ b/posthog/queries/funnels/test/__snapshots__/test_funnel_time_to_convert.ambr
@@ -84,7 +84,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps),
+     HAVING steps = max(max_steps)),
        histogram_params AS
     (SELECT ifNull(floor(min(step_1_average_conversion_time_inner)), 0) AS from_seconds,
             ifNull(ceil(max(step_1_average_conversion_time_inner)), 1) AS to_seconds,
@@ -192,7 +192,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps),
+     HAVING steps = max(max_steps)),
        histogram_params AS
     (SELECT ifNull(floor(min(step_1_average_conversion_time_inner)), 0) AS from_seconds,
             ifNull(ceil(max(step_1_average_conversion_time_inner)), 1) AS to_seconds,
@@ -402,7 +402,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps),
+     HAVING steps = max(max_steps)),
        histogram_params AS
     (SELECT ifNull(floor(min(step_1_average_conversion_time_inner)), 0) AS from_seconds,
             ifNull(ceil(max(step_1_average_conversion_time_inner)), 1) AS to_seconds,
diff --git a/posthog/queries/funnels/test/__snapshots__/test_funnel_unordered.ambr b/posthog/queries/funnels/test/__snapshots__/test_funnel_unordered.ambr
index bb2a0fea16275..447fe6e3c61dc 100644
--- a/posthog/queries/funnels/test/__snapshots__/test_funnel_unordered.ambr
+++ b/posthog/queries/funnels/test/__snapshots__/test_funnel_unordered.ambr
@@ -158,7 +158,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -245,8 +245,8 @@
                            array(replaceRegexpAll(JSONExtractRaw(properties, '$browser'), '^"|"$', '')) AS prop_basic,
                            if(step_0 = 1, prop_basic, []) as prop_0,
                            if(step_1 = 1, prop_basic, []) as prop_1,
-                           prop_1 as prop,
-                           groupUniqArray(prop) over (PARTITION by aggregation_target) as prop_vals
+                           prop_1 as prop_final,
+                           groupUniqArray(prop_final) over (PARTITION by aggregation_target) as prop_vals
                     FROM events e
                     LEFT OUTER JOIN
                       (SELECT distinct_id,
@@ -300,8 +300,8 @@
                            array(replaceRegexpAll(JSONExtractRaw(properties, '$browser'), '^"|"$', '')) AS prop_basic,
                            if(step_0 = 1, prop_basic, []) as prop_0,
                            if(step_1 = 1, prop_basic, []) as prop_1,
-                           prop_1 as prop,
-                           groupUniqArray(prop) over (PARTITION by aggregation_target) as prop_vals
+                           prop_1 as prop_final,
+                           groupUniqArray(prop_final) over (PARTITION by aggregation_target) as prop_vals
                     FROM events e
                     LEFT OUTER JOIN
                       (SELECT distinct_id,
@@ -329,7 +329,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
@@ -490,7 +490,7 @@
      GROUP BY aggregation_target,
               steps,
               prop
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   GROUP BY prop
   '''
 # ---
diff --git a/posthog/queries/funnels/test/__snapshots__/test_funnel_unordered_persons.ambr b/posthog/queries/funnels/test/__snapshots__/test_funnel_unordered_persons.ambr
index 9d12b8409bd99..7c273b25cdb20 100644
--- a/posthog/queries/funnels/test/__snapshots__/test_funnel_unordered_persons.ambr
+++ b/posthog/queries/funnels/test/__snapshots__/test_funnel_unordered_persons.ambr
@@ -245,7 +245,7 @@
            WHERE step_0 = 1 ))
      GROUP BY aggregation_target,
               steps
-     HAVING steps = max_steps)
+     HAVING steps = max(max_steps))
   WHERE steps IN [1, 2, 3]
   ORDER BY aggregation_target
   LIMIT 100
diff --git a/posthog/queries/funnels/test/test_breakdowns_by_current_url.py b/posthog/queries/funnels/test/test_breakdowns_by_current_url.py
index 800cd9f46dca0..0c2d1f9c11449 100644
--- a/posthog/queries/funnels/test/test_breakdowns_by_current_url.py
+++ b/posthog/queries/funnels/test/test_breakdowns_by_current_url.py
@@ -171,7 +171,6 @@ def test_breakdown_by_pathname(self) -> None:
                         funnel_step["breakdown"],
                     )
                 )
-
         assert actual == [
             ("watched movie", 2, ["/"]),
             ("terminate funnel", 2, ["/"]),
diff --git a/posthog/queries/person_query.py b/posthog/queries/person_query.py
index b785fcb7442e0..b9abde6524f76 100644
--- a/posthog/queries/person_query.py
+++ b/posthog/queries/person_query.py
@@ -152,11 +152,12 @@ def get_query(
             WHERE team_id = %(team_id)s
             {prefiltering_lookup}
             {multiple_cohorts_condition}
+            {email_condition}
             GROUP BY id
             HAVING max(is_deleted) = 0
             {filter_future_persons_condition} {updated_after_condition}
             {person_filters_finalization_condition} {search_finalization_condition}
-            {distinct_id_condition} {email_condition}
+            {distinct_id_condition}
             {order}
             {limit_offset}
             SETTINGS optimize_aggregation_in_order = 1
diff --git a/posthog/session_recordings/queries/session_recording_list_from_filters.py b/posthog/session_recordings/queries/session_recording_list_from_filters.py
index 46fb0664c56b7..b9ea443d3c9e5 100644
--- a/posthog/session_recordings/queries/session_recording_list_from_filters.py
+++ b/posthog/session_recordings/queries/session_recording_list_from_filters.py
@@ -6,6 +6,7 @@
 
 from posthog.hogql import ast
 from posthog.hogql.ast import CompareOperation
+from posthog.hogql.constants import HogQLGlobalSettings
 from posthog.hogql.parser import parse_select
 from posthog.hogql.property import entity_to_expr, property_to_expr
 from posthog.hogql.query import execute_hogql_query
@@ -143,6 +144,7 @@ def run(self) -> SessionRecordingQueryResult:
             team=self._team,
             query_type="SessionRecordingListQuery",
             modifiers=self._hogql_query_modifiers,
+            settings=HogQLGlobalSettings(allow_experimental_analyzer=False),  # This needs to be turned on eventually
         )
 
         return SessionRecordingQueryResult(
diff --git a/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr b/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
index 79e08ac3bbc8e..2eae8db4446f2 100644
--- a/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
+++ b/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
@@ -35,7 +35,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_action_filter.1
@@ -74,7 +75,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_action_filter.2
@@ -113,7 +115,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_action_filter.3
@@ -152,7 +155,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_all_filters_at_once
@@ -200,7 +204,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_any_event_filter_with_properties
@@ -239,7 +244,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_any_event_filter_with_properties.1
@@ -278,7 +284,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_any_event_filter_with_properties.2
@@ -317,7 +324,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_any_event_filter_with_properties_materialized
@@ -356,7 +364,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_any_event_filter_with_properties_materialized.1
@@ -395,7 +404,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_any_event_filter_with_properties_materialized.2
@@ -434,7 +444,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query
@@ -468,7 +479,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query_active_sessions
@@ -502,7 +514,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query_active_sessions.1
@@ -536,7 +549,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query_active_sessions.2
@@ -570,7 +584,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query_with_ordering
@@ -604,7 +619,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query_with_ordering.1
@@ -638,7 +654,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query_with_ordering.2
@@ -672,7 +689,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query_with_paging
@@ -706,7 +724,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query_with_paging.1
@@ -740,7 +759,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_basic_query_with_paging.2
@@ -774,7 +794,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_date_from_filter
@@ -808,7 +829,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_date_from_filter.1
@@ -842,7 +864,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_date_from_filter_cannot_search_before_ttl
@@ -876,7 +899,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_date_from_filter_cannot_search_before_ttl.1
@@ -910,7 +934,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_date_from_filter_cannot_search_before_ttl.2
@@ -944,7 +969,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_date_to_filter
@@ -978,7 +1004,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_date_to_filter.1
@@ -1012,7 +1039,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_duration_filter
@@ -1046,7 +1074,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_duration_filter.1
@@ -1080,7 +1109,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter
@@ -1119,7 +1149,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter.1
@@ -1158,7 +1189,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_has_ttl_applied_too
@@ -1197,7 +1229,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_has_ttl_applied_too.1
@@ -1231,7 +1264,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_active_sessions
@@ -1270,7 +1304,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_active_sessions.1
@@ -1309,7 +1344,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_group_filter
@@ -1353,7 +1389,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_group_filter.1
@@ -1397,7 +1434,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_group_filter.2
@@ -1441,7 +1479,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_event_properties_test_accounts_excluded
@@ -1480,7 +1519,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_event_properties_test_accounts_excluded.1
@@ -1534,7 +1574,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_event_properties_test_accounts_excluded.2
@@ -1588,7 +1629,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_event_properties_test_accounts_excluded_materialized
@@ -1627,7 +1669,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_event_properties_test_accounts_excluded_materialized.1
@@ -1681,7 +1724,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_event_properties_test_accounts_excluded_materialized.2
@@ -1735,7 +1779,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_person_properties
@@ -1789,7 +1834,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_person_properties.1
@@ -1843,7 +1889,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_properties
@@ -1882,7 +1929,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_properties.1
@@ -1921,7 +1969,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_properties_materialized
@@ -1960,7 +2009,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_hogql_properties_materialized.1
@@ -1999,7 +2049,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_matching_on_session_id
@@ -2038,7 +2089,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_matching_on_session_id.1
@@ -2077,7 +2129,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_properties
@@ -2116,7 +2169,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_properties.1
@@ -2155,7 +2209,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_properties.2
@@ -2194,7 +2249,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_properties.3
@@ -2233,7 +2289,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_properties_materialized
@@ -2272,7 +2329,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_properties_materialized.1
@@ -2311,7 +2369,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_properties_materialized.2
@@ -2350,7 +2409,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_properties_materialized.3
@@ -2389,7 +2449,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_test_accounts_excluded
@@ -2443,7 +2504,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_test_accounts_excluded.1
@@ -2482,7 +2544,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_test_accounts_excluded_materialized
@@ -2536,7 +2599,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_test_accounts_excluded_materialized.1
@@ -2575,7 +2639,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_event_filter_with_two_events_and_multiple_teams
@@ -2614,7 +2679,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_by_console_text
@@ -2654,7 +2720,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_by_console_text.1
@@ -2694,7 +2761,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_by_console_text.2
@@ -2734,7 +2802,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_by_snapshot_source
@@ -2768,7 +2837,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_by_snapshot_source.1
@@ -2802,7 +2872,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_with_console_errors
@@ -2842,7 +2913,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_with_console_errors.1
@@ -2882,7 +2954,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_with_console_logs
@@ -2922,7 +2995,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_with_console_logs.1
@@ -2962,7 +3036,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_with_console_warns
@@ -3002,7 +3077,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_with_console_warns.1
@@ -3042,7 +3118,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_with_mixed_console_counts
@@ -3082,7 +3159,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_for_recordings_with_mixed_console_counts.1
@@ -3122,7 +3200,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_on_session_ids
@@ -3161,7 +3240,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_on_session_ids.1
@@ -3200,7 +3280,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_with_cohort_properties
@@ -3268,7 +3349,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_with_events_and_cohorts
@@ -3341,7 +3423,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_with_events_and_cohorts.3
@@ -3394,7 +3477,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_with_person_properties_exact
@@ -3448,7 +3532,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_with_person_properties_not_contains
@@ -3502,7 +3587,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_with_static_and_dynamic_cohort_properties
@@ -3599,7 +3685,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_with_static_and_dynamic_cohort_properties.6
@@ -3647,7 +3734,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_filter_with_static_and_dynamic_cohort_properties.7
@@ -3701,7 +3789,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_multiple_event_filters
@@ -3740,7 +3829,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_multiple_event_filters.1
@@ -3779,7 +3869,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_multiple_event_filters.2
@@ -3818,7 +3909,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_multiple_event_filters.3
@@ -3857,7 +3949,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_multiple_event_filters.4
@@ -3896,7 +3989,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_multiple_event_filters.5
@@ -3935,7 +4029,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_event_filters
@@ -3974,7 +4069,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_event_filters.1
@@ -4013,7 +4109,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_filters
@@ -4053,7 +4150,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_filters.1
@@ -4093,7 +4191,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_mandatory_filters
@@ -4141,7 +4240,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_mandatory_filters.1
@@ -4189,7 +4289,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_mandatory_filters.2
@@ -4228,7 +4329,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_mandatory_filters.3
@@ -4267,7 +4369,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_person_filters
@@ -4321,7 +4424,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_operand_or_person_filters.1
@@ -4375,7 +4479,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_ordering
@@ -4409,7 +4514,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_ordering.1
@@ -4443,7 +4549,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_person_id_filter
@@ -4486,7 +4593,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_sessions_with_current_data
@@ -4520,7 +4628,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_host_property_test_account_filter
@@ -4559,7 +4668,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_host_property_test_account_filter.1
@@ -4598,7 +4708,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_host_property_test_account_filter_materialized
@@ -4637,7 +4748,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_host_property_test_account_filter_materialized.1
@@ -4676,7 +4788,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_property_test_account_filter
@@ -4715,7 +4828,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_property_test_account_filter.1
@@ -4754,7 +4868,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_property_test_account_filter_allowing_denormalized_props
@@ -4793,7 +4908,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_property_test_account_filter_allowing_denormalized_props.1
@@ -4832,7 +4948,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_property_test_account_filter_allowing_denormalized_props_materialized
@@ -4871,7 +4988,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_property_test_account_filter_allowing_denormalized_props_materialized.1
@@ -4910,7 +5028,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_property_test_account_filter_materialized
@@ -4949,7 +5068,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_event_property_test_account_filter_materialized.1
@@ -4988,7 +5108,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_hogql_event_property_test_account_filter
@@ -5027,7 +5148,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_hogql_event_property_test_account_filter.1
@@ -5066,7 +5188,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_hogql_event_property_test_account_filter_materialized
@@ -5105,7 +5228,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_hogql_event_property_test_account_filter_materialized.1
@@ -5144,7 +5268,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_hogql_person_property_test_account_filter
@@ -5183,7 +5308,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_hogql_person_property_test_account_filter.1
@@ -5237,7 +5363,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_hogql_person_property_test_account_filter_materialized
@@ -5276,7 +5403,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_hogql_person_property_test_account_filter_materialized.1
@@ -5330,7 +5458,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_person_property_test_account_filter
@@ -5369,7 +5498,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_person_property_test_account_filter.1
@@ -5423,7 +5553,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_person_property_test_account_filter_materialized
@@ -5462,7 +5593,8 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
 # name: TestSessionRecordingsListFromFilters.test_top_level_person_property_test_account_filter_materialized.1
@@ -5516,6 +5648,7 @@
                     format_csv_allow_double_quotes=0,
                     max_ast_elements=4000000,
                     max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
+                    max_bytes_before_external_group_by=0,
+                    allow_experimental_analyzer=0
   '''
 # ---
diff --git a/posthog/test/test_journeys.py b/posthog/test/test_journeys.py
index 69bb2050d8f3b..d7a2318970f14 100644
--- a/posthog/test/test_journeys.py
+++ b/posthog/test/test_journeys.py
@@ -46,7 +46,9 @@ def journeys_for(
     for distinct_id, events in events_by_person.items():
         if create_people:
             # Create the person UUID from the distinct ID and test path, so that SQL snapshots are deterministic
-            derived_uuid = UUID(bytes=md5((os.environ["PYTEST_CURRENT_TEST"] + distinct_id).encode("utf-8")).digest())
+            derived_uuid = UUID(
+                bytes=md5((os.getenv("PYTEST_CURRENT_TEST", "some_test") + distinct_id).encode("utf-8")).digest()
+            )
             people[distinct_id] = update_or_create_person(
                 distinct_ids=[distinct_id], team_id=team.pk, uuid=derived_uuid
             )