diff --git a/clickhouse-cloud/results/aws.192GB.json b/clickhouse-cloud/results/aws.192GB.json
index 7d1c9d31b..1fef73fcd 100644
--- a/clickhouse-cloud/results/aws.192GB.json
+++ b/clickhouse-cloud/results/aws.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 209.346,
-    "data_size": 9945176522,
+    "load_time": 206.507,
+    "data_size": 9945233068,
 
     "result": [
-[0.002, 0.002, 0.003], [0.502, 0.013, 0.064], [0.610, 0.047, 0.047], [0.510, 0.051, 0.273], [0.304, 0.300, 0.254], [0.615, 0.509, 0.474], [0.021, 0.019, 0.019], [0.050, 0.056, 0.019], [0.667, 0.495, 0.419], [0.641, 0.433, 0.479], [0.367, 0.220, 0.187], [0.362, 0.222, 0.299], [0.506, 0.532, 0.513], [0.657, 0.752, 0.563], [0.798, 0.587, 0.641], [0.298, 0.279, 0.276], [1.306, 1.078, 1.286], [0.856, 0.841, 1.035], [3.586, 2.749, 2.195], [0.023, 0.022, 0.018], [0.741, 0.738, 2.897], [0.817, 0.999, 0.814], [3.524, 1.169, 2.605], [7.387, 6.133, 2.554], [0.197, 0.221, 0.193], [0.207, 0.141, 0.197], [0.218, 0.197, 0.195], [0.624, 0.773, 0.878], [6.408, 9.720, 6.816], [0.060, 0.044, 0.048], [0.403, 0.559, 0.533], [0.788, 0.599, 0.537], [1.938, 2.248, 1.477], [2.527, 2.478, 2.071], [2.544, 1.850, 2.179], [0.263, 0.228, 0.239], [0.037, 0.038, 0.059], [0.034, 0.027, 0.024], [0.026, 0.024, 0.029], [0.091, 0.076, 0.087], [0.021, 0.015, 0.025], [0.016, 0.020, 0.015], [0.015, 0.015, 0.012]
+[0.002, 0.002, 0.006], [0.432, 0.014, 0.013], [0.035, 1.454, 0.163], [0.056, 0.351, 0.055], [0.258, 0.240, 0.234], [0.728, 0.409, 0.384], [0.365, 0.018, 0.018], [0.017, 0.018, 0.067], [0.909, 0.423, 0.394], [0.499, 0.803, 0.479], [0.270, 0.161, 0.178], [0.194, 0.344, 0.193], [0.468, 0.456, 0.436], [0.604, 0.578, 0.611], [0.726, 0.496, 0.487], [0.310, 0.286, 0.268], [1.116, 1.393, 1.259], [0.830, 1.021, 0.844], [3.292, 2.212, 2.434], [0.020, 0.018, 0.017], [0.711, 0.701, 3.229], [0.759, 2.522, 0.757], [0.898, 0.888, 0.877], [2.514, 2.332, 11.159], [0.218, 0.210, 0.207], [0.154, 0.147, 0.143], [0.441, 0.210, 0.218], [0.706, 0.633, 0.701], [6.593, 6.648, 6.657], [0.182, 0.043, 0.042], [0.660, 0.420, 0.429], [1.241, 0.531, 0.544], [2.079, 1.600, 1.562], [2.008, 2.189, 1.947], [1.853, 2.001, 1.922], [0.250, 0.227, 0.271], [0.044, 0.045, 0.042], [0.023, 0.026, 0.024], [0.160, 0.028, 0.027], [0.378, 0.066, 0.069], [0.015, 0.016, 0.019], [0.014, 0.014, 0.016], [0.012, 0.011, 0.013]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.24GB.json b/clickhouse-cloud/results/aws.24GB.json
index a46387811..1ac0c9cfb 100644
--- a/clickhouse-cloud/results/aws.24GB.json
+++ b/clickhouse-cloud/results/aws.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 709.038,
+    "load_time": 733.679,
     "data_size": 9945948486,
 
     "result": [
-[0.002, 0.002, 0.002], [0.661, 0.508, 0.026], [0.457, 0.363, 0.224], [0.665, 0.613, 0.448], [2.211, 1.569, 1.556], [3.083, 2.602, 3.949], [0.112, 0.138, 0.285], [0.047, 0.082, 0.136], [1.932, 1.918, 1.794], [2.212, 2.178, 3.014], [0.789, 0.674, 0.710], [0.804, 0.820, 0.895], [2.564, 3.138, 2.545], [3.848, 3.962, 3.731], [3.840, 3.541, 3.503], [1.966, 1.943, 1.710], [8.587, 9.285, 8.444], [6.194, 6.314, 6.158], [30.898, 26.871, 27.354], [0.084, 0.087, 0.085], [22.318, 12.353, 4.960], [5.208, 5.437, 5.241], [24.802, 14.021, 6.205], [55.894, 18.103, 17.924], [2.061, 1.385, 1.345], [0.938, 0.947, 0.937], [1.380, 1.357, 1.519], [4.554, 4.391, 4.722], [53.280, 49.932, 57.742], [0.165, 0.177, 0.157], [3.889, 2.506, 2.499], [7.382, 3.552, 3.186], [25.357, 24.037, 21.587], [23.807, 21.540, 23.157], [22.899, 22.409, 22.793], [1.350, 1.372, 1.451], [0.283, 0.132, 0.130], [0.055, 0.057, 0.056], [0.058, 0.186, 0.060], [0.470, 0.253, 0.326], [0.267, 0.031, 0.034], [0.173, 0.021, 0.021], [0.020, 0.022, 0.019]
+[0.007, 0.002, 0.002], [0.520, 0.061, 0.562], [0.327, 0.354, 0.473], [0.761, 0.314, 0.418], [1.956, 2.551, 1.599], [4.494, 3.334, 4.377], [0.187, 0.068, 0.117], [0.058, 0.046, 0.035], [2.067, 2.016, 1.869], [2.858, 3.253, 2.308], [0.992, 0.682, 0.644], [0.900, 1.036, 0.838], [2.808, 2.866, 2.710], [4.390, 4.393, 4.680], [4.463, 3.927, 3.923], [2.108, 1.853, 1.857], [11.242, 9.427, 9.394], [7.125, 6.904, 6.932], [32.689, 32.217, 28.347], [0.088, 0.090, 0.131], [5.279, 5.285, 30.545], [5.373, 5.366, 22.979], [6.675, 34.391, 6.522], [19.339, 72.764, 18.883], [1.558, 1.488, 1.377], [0.990, 0.942, 0.957], [1.392, 1.593, 1.488], [4.807, 4.798, 4.696], [50.532, 64.516, 53.324], [0.176, 0.159, 0.159], [2.860, 4.500, 2.810], [10.405, 3.647, 4.263], [30.042, 28.891, 25.681], [25.568, 24.405, 23.786], [23.601, 23.292, 23.302], [1.565, 1.462, 1.406], [0.297, 0.124, 0.141], [0.557, 0.056, 0.053], [0.201, 0.060, 0.062], [0.427, 0.283, 0.286], [0.036, 0.298, 0.031], [0.201, 0.021, 0.023], [0.022, 0.024, 0.021]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.360GB.json b/clickhouse-cloud/results/aws.360GB.json
index adc236b97..c7395a3da 100644
--- a/clickhouse-cloud/results/aws.360GB.json
+++ b/clickhouse-cloud/results/aws.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 183.113,
-    "data_size": 9944105375,
+    "load_time": 210.225,
+    "data_size": 9951732665,
 
     "result": [
-[0.003, 0.003, 0.003], [0.353, 0.014, 0.063], [0.030, 0.028, 0.442], [0.037, 0.036, 0.036], [0.378, 0.485, 0.224], [0.390, 0.214, 0.221], [0.015, 0.015, 0.100], [0.049, 0.018, 0.017], [0.537, 0.447, 0.306], [0.391, 0.326, 0.419], [0.245, 0.244, 0.128], [0.275, 0.138, 0.133], [0.324, 0.246, 0.262], [0.352, 0.387, 0.358], [0.473, 0.319, 0.368], [0.228, 0.214, 0.166], [0.688, 0.855, 0.695], [0.450, 0.462, 0.439], [1.296, 1.608, 1.234], [0.146, 0.137, 0.014], [1.856, 0.401, 0.398], [1.164, 0.449, 0.441], [0.520, 0.523, 1.743], [4.185, 1.315, 1.429], [0.198, 0.119, 0.167], [0.092, 0.093, 0.092], [0.120, 0.119, 0.121], [0.388, 0.404, 0.386], [3.521, 3.904, 3.455], [0.036, 0.035, 0.119], [0.253, 0.363, 0.243], [0.360, 0.472, 0.587], [1.635, 1.545, 1.346], [1.118, 1.229, 1.189], [1.161, 1.161, 1.243], [0.185, 0.137, 0.128], [0.042, 0.036, 0.036], [0.208, 0.026, 0.023], [0.026, 0.026, 0.027], [0.134, 0.064, 0.069], [0.017, 0.159, 0.019], [0.016, 0.016, 0.015], [0.012, 0.013, 0.012]
+[0.003, 0.003, 0.003], [0.567, 0.074, 0.013], [0.606, 0.316, 0.027], [0.035, 0.607, 0.090], [0.365, 0.194, 0.162], [0.232, 0.431, 0.349], [0.026, 0.016, 0.097], [0.063, 0.054, 0.018], [0.538, 0.467, 0.309], [0.354, 0.343, 0.326], [0.259, 0.137, 0.221], [0.297, 0.137, 0.134], [0.241, 0.237, 0.235], [0.372, 0.364, 0.389], [0.461, 0.439, 0.295], [0.200, 0.224, 0.167], [0.766, 0.665, 0.656], [0.458, 0.457, 0.440], [1.254, 1.664, 1.625], [0.015, 0.015, 0.015], [0.443, 0.421, 0.432], [2.120, 0.474, 1.198], [1.995, 0.530, 1.071], [4.678, 3.557, 1.343], [0.122, 0.124, 0.123], [0.095, 0.097, 0.093], [0.127, 0.120, 0.125], [0.402, 0.399, 0.405], [3.563, 3.543, 3.515], [0.038, 0.037, 0.038], [0.241, 0.246, 0.239], [0.422, 0.344, 0.387], [1.593, 1.040, 1.053], [1.102, 1.201, 1.153], [1.117, 1.026, 1.159], [0.184, 0.173, 0.132], [0.043, 0.038, 0.052], [0.023, 0.023, 0.031], [0.027, 0.024, 0.029], [0.071, 0.067, 0.069], [0.020, 0.019, 0.019], [0.014, 0.015, 0.013], [0.011, 0.012, 0.012]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.48GB.json b/clickhouse-cloud/results/aws.48GB.json
index 776856667..60b96d1e9 100644
--- a/clickhouse-cloud/results/aws.48GB.json
+++ b/clickhouse-cloud/results/aws.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 500.089,
+    "load_time": 476.032,
     "data_size": 9941848624,
 
     "result": [
-[0.003, 0.002, 0.002], [0.805, 0.049, 0.467], [0.321, 0.219, 0.115], [0.290, 0.743, 0.614], [0.844, 1.532, 0.802], [1.535, 2.694, 1.790], [0.152, 0.040, 0.040], [0.034, 0.052, 0.032], [1.286, 1.021, 2.158], [1.878, 2.017, 1.386], [0.605, 0.700, 0.458], [0.579, 0.783, 0.496], [2.584, 2.458, 1.922], [2.163, 3.899, 2.277], [2.431, 2.040, 3.667], [1.314, 1.204, 2.090], [4.345, 4.595, 7.672], [3.401, 5.077, 3.905], [12.980, 16.065, 10.554], [0.065, 0.058, 0.061], [10.738, 4.774, 6.900], [5.347, 5.048, 2.700], [5.958, 13.143, 5.936], [28.415, 15.895, 27.813], [1.281, 0.914, 0.917], [0.485, 0.489, 0.518], [0.737, 0.713, 0.942], [4.040, 2.309, 4.196], [25.431, 24.721, 48.531], [0.131, 0.132, 0.121], [1.770, 1.350, 2.560], [2.499, 2.873, 1.810], [25.958, 32.626, 17.683], [11.070, 14.637, 10.760], [10.394, 10.676, 7.049], [0.838, 0.765, 1.093], [0.238, 0.287, 0.164], [0.090, 0.076, 0.244], [0.326, 0.077, 0.088], [0.307, 0.816, 0.223], [0.210, 0.042, 0.029], [0.151, 0.021, 0.030], [0.148, 0.088, 0.019]
+[0.002, 0.002, 0.003], [1.048, 0.026, 0.019], [1.121, 0.114, 0.183], [0.854, 0.159, 0.188], [1.687, 0.780, 0.806], [1.664, 1.304, 1.441], [0.104, 0.042, 0.040], [0.049, 0.049, 0.023], [1.887, 1.656, 0.972], [1.249, 2.314, 1.477], [0.517, 0.600, 0.520], [0.832, 0.775, 0.540], [1.395, 2.410, 1.303], [2.143, 1.942, 2.114], [2.724, 2.224, 2.888], [1.826, 1.766, 1.165], [4.669, 4.296, 7.300], [3.280, 3.350, 4.764], [14.564, 12.019, 13.907], [0.067, 0.046, 0.060], [15.227, 2.555, 2.590], [7.084, 4.878, 2.807], [18.347, 5.585, 7.907], [37.335, 15.042, 26.599], [0.712, 0.836, 0.671], [0.809, 0.467, 0.835], [1.169, 0.672, 0.667], [2.365, 4.099, 2.259], [49.077, 48.107, 26.376], [0.101, 0.121, 0.100], [1.787, 1.788, 1.741], [8.611, 4.135, 1.762], [14.136, 25.861, 16.715], [18.994, 11.754, 7.091], [9.375, 9.618, 7.213], [0.885, 0.808, 0.762], [0.276, 0.198, 0.110], [0.076, 0.594, 0.073], [0.176, 0.076, 0.176], [0.299, 0.783, 0.414], [0.038, 0.269, 0.032], [0.492, 0.028, 0.020], [0.164, 0.054, 0.019]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.96GB.json b/clickhouse-cloud/results/aws.96GB.json
index dba057cf9..30babddfa 100644
--- a/clickhouse-cloud/results/aws.96GB.json
+++ b/clickhouse-cloud/results/aws.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 185.314,
-    "data_size": 9942910578,
+    "load_time": 255.080,
+    "data_size": 9945105805,
 
     "result": [
-[0.003, 0.002, 0.003], [0.403, 0.021, 0.526], [0.068, 0.342, 0.058], [0.110, 0.091, 0.090], [1.869, 0.649, 0.511], [1.068, 0.880, 0.670], [0.095, 0.027, 0.109], [0.050, 0.020, 0.020], [0.838, 0.571, 1.180], [0.873, 0.861, 0.811], [0.238, 0.232, 0.326], [0.468, 0.278, 0.284], [0.732, 0.683, 0.770], [1.143, 1.184, 1.149], [1.183, 1.344, 1.101], [0.661, 0.517, 0.606], [2.755, 2.455, 2.506], [2.215, 1.470, 1.717], [4.773, 4.856, 4.838], [0.028, 0.028, 0.028], [1.484, 1.431, 1.395], [6.437, 1.406, 1.568], [7.894, 2.239, 1.789], [14.370, 4.958, 12.985], [0.395, 0.482, 0.375], [0.276, 0.266, 0.268], [0.348, 0.377, 0.487], [1.648, 1.152, 1.356], [12.442, 12.077, 14.024], [0.080, 0.058, 0.057], [1.006, 0.693, 0.653], [1.255, 0.776, 1.463], [5.805, 2.791, 4.814], [4.874, 3.388, 5.010], [4.697, 3.389, 4.045], [0.543, 0.379, 0.500], [0.068, 0.049, 0.054], [0.029, 0.030, 0.029], [0.047, 0.027, 0.026], [0.120, 0.112, 0.118], [0.021, 0.021, 0.027], [0.015, 0.014, 0.014], [0.015, 0.015, 0.221]
+[0.002, 0.002, 0.002], [0.520, 0.022, 0.015], [0.075, 0.755, 0.303], [0.476, 0.264, 0.111], [0.482, 0.710, 0.515], [1.008, 1.192, 0.686], [0.114, 0.026, 0.128], [0.097, 0.065, 0.020], [0.786, 0.573, 0.810], [0.852, 0.662, 0.971], [0.330, 0.275, 0.320], [0.367, 0.259, 0.266], [1.036, 1.016, 0.676], [1.247, 1.520, 1.009], [1.289, 1.179, 1.106], [0.595, 0.896, 0.616], [2.307, 2.120, 2.091], [2.358, 1.504, 1.688], [5.193, 6.160, 4.416], [0.030, 0.136, 0.027], [5.854, 3.174, 1.285], [2.155, 1.341, 2.125], [8.176, 2.513, 3.847], [16.756, 10.848, 6.653], [0.347, 0.390, 0.350], [0.241, 0.239, 0.243], [0.349, 0.528, 0.350], [1.806, 1.826, 1.833], [12.581, 12.541, 12.344], [0.058, 0.081, 0.057], [1.018, 0.700, 0.976], [1.414, 1.394, 1.033], [5.224, 4.330, 3.646], [3.437, 5.340, 5.142], [3.456, 5.459, 3.442], [0.380, 0.391, 0.558], [0.048, 0.061, 0.051], [0.031, 0.030, 0.029], [0.038, 0.036, 0.035], [0.090, 0.085, 0.121], [0.017, 0.015, 0.021], [0.013, 0.018, 0.014], [0.014, 0.014, 0.012]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.dev.json b/clickhouse-cloud/results/aws.dev.json
index 0a9431de0..16cdd6324 100644
--- a/clickhouse-cloud/results/aws.dev.json
+++ b/clickhouse-cloud/results/aws.dev.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "dev",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 386.910,
-    "data_size": 9946486874,
+    "load_time": 394.506,
+    "data_size": 9945420455,
 
     "result": [
-[0.002, 0.003, 0.005], [0.026, 0.042, 0.026], [0.100, 0.108, 0.101], [0.193, 0.245, 0.200], [0.858, 1.305, 1.164], [1.330, 1.895, 2.302], [0.057, 0.048, 0.050], [0.026, 0.026, 0.034], [0.988, 1.032, 0.953], [1.922, 1.884, 1.252], [0.555, 0.506, 0.564], [0.626, 0.701, 0.566], [1.723, 1.554, 1.372], [2.566, 2.475, 2.069], [1.805, 1.698, 2.087], [1.067, 1.208, 1.003], [4.422, 4.232, 4.255], [3.083, 3.338, 4.153], [16.584, 13.500, 13.057], [0.060, 0.058, 0.048], [2.810, 3.209, 2.511], [3.450, 2.909, 2.948], [14.817, 3.367, 3.724], [9.580, 9.215, 10.249], [0.966, 0.698, 0.735], [0.465, 0.514, 0.477], [0.676, 0.681, 0.668], [2.353, 2.571, 2.274], [25.404, 24.888, 25.133], [0.145, 0.103, 0.099], [1.390, 1.264, 1.283], [2.188, 1.663, 1.526], [13.876, 12.598, 14.155], [12.956, 11.670, 11.770], [12.536, 11.642, 11.539], [0.886, 0.811, 0.660], [0.134, 0.147, 0.112], [0.054, 0.065, 0.051], [0.082, 0.057, 0.056], [0.246, 0.244, 0.238], [0.027, 0.025, 0.031], [0.021, 0.021, 0.026], [0.023, 0.021, 0.018]
+[0.002, 0.003, 0.004], [0.156, 0.028, 0.078], [0.212, 0.128, 0.152], [0.201, 0.228, 0.231], [1.039, 0.872, 0.956], [1.666, 2.012, 1.466], [0.059, 0.084, 0.067], [0.040, 0.043, 0.028], [1.153, 1.080, 1.455], [1.816, 1.520, 1.801], [0.443, 0.471, 0.566], [0.743, 0.723, 0.650], [1.530, 2.039, 1.497], [2.813, 2.495, 2.605], [2.249, 2.204, 2.142], [1.249, 1.178, 1.184], [5.162, 5.425, 5.109], [3.677, 3.730, 3.752], [14.232, 23.333, 16.604], [0.095, 0.070, 0.065], [2.927, 2.634, 2.451], [2.620, 2.605, 3.488], [3.102, 3.013, 4.202], [8.980, 9.087, 11.971], [0.724, 1.015, 0.678], [0.576, 0.577, 0.466], [0.828, 0.686, 0.910], [2.338, 2.250, 2.839], [24.600, 24.495, 24.293], [0.089, 0.089, 0.103], [1.292, 1.257, 1.264], [2.671, 1.824, 1.545], [11.647, 3.011, 16.983], [11.868, 15.710, 16.496], [11.764, 14.925, 11.508], [1.047, 0.807, 0.675], [0.134, 0.110, 0.144], [0.052, 0.069, 0.064], [0.104, 0.076, 0.076], [0.231, 0.220, 0.272], [0.026, 0.026, 0.026], [0.020, 0.029, 0.032], [0.020, 0.017, 0.043]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.192GB.json b/clickhouse-cloud/results/azure.192GB.json
index 1b93a6f59..a6031acd6 100644
--- a/clickhouse-cloud/results/azure.192GB.json
+++ b/clickhouse-cloud/results/azure.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 391.575,
-    "data_size": 9946205251,
+    "load_time": 220.294,
+    "data_size": 9944579437,
 
     "result": [
-[0.003, 0.005, 0.004], [2.142, 0.011, 0.014], [0.050, 0.050, 0.048], [2.347, 0.235, 3.322], [0.518, 0.342, 0.232], [4.497, 0.509, 0.509], [0.021, 0.022, 0.109], [0.052, 0.051, 0.013], [0.607, 1.629, 0.684], [0.569, 0.707, 0.665], [0.233, 0.238, 0.214], [0.208, 2.185, 0.225], [2.492, 0.627, 0.370], [0.496, 0.519, 0.609], [0.802, 0.788, 0.570], [0.309, 0.533, 0.365], [1.843, 1.227, 1.119], [0.821, 0.755, 0.715], [4.855, 4.509, 2.340], [0.325, 0.027, 0.018], [10.559, 11.016, 0.691], [1.612, 2.736, 0.841], [0.982, 5.158, 3.350], [3.088, 9.669, 10.354], [0.209, 0.193, 0.186], [0.194, 0.186, 0.195], [0.186, 0.219, 0.211], [0.617, 0.588, 0.654], [7.879, 7.843, 5.340], [0.063, 0.040, 0.064], [0.575, 0.577, 0.376], [0.915, 0.590, 0.744], [2.276, 3.178, 3.094], [2.807, 1.942, 2.930], [2.093, 2.963, 2.937], [0.390, 0.296, 0.374], [0.041, 0.067, 0.038], [0.023, 0.039, 0.023], [0.051, 0.040, 0.040], [0.072, 0.073, 2.288], [0.300, 0.260, 0.015], [0.113, 0.026, 0.019], [2.261, 0.010, 0.017]
+[0.002, 0.003, 0.003], [0.024, 0.023, 4.415], [2.850, 2.134, 0.053], [0.069, 0.071, 5.473], [0.406, 0.284, 0.344], [2.518, 0.418, 0.406], [0.025, 0.025, 2.259], [0.058, 0.016, 0.241], [0.722, 0.484, 4.630], [0.490, 0.799, 0.490], [0.239, 0.662, 0.164], [0.235, 0.326, 0.288], [0.797, 0.702, 4.406], [0.524, 0.507, 0.986], [1.534, 0.867, 0.827], [0.329, 0.545, 0.477], [2.717, 3.148, 1.980], [0.821, 1.104, 1.051], [5.503, 4.002, 2.471], [0.027, 0.018, 0.358], [17.954, 0.572, 0.558], [20.052, 1.839, 0.741], [11.156, 1.057, 10.804], [22.054, 2.982, 2.503], [0.240, 0.229, 0.290], [0.151, 0.165, 0.212], [1.704, 0.261, 0.190], [0.877, 0.706, 0.605], [7.251, 7.880, 11.966], [0.269, 0.039, 0.057], [0.455, 0.415, 0.424], [0.582, 0.547, 3.214], [2.250, 2.351, 2.274], [2.895, 2.700, 2.759], [2.104, 2.875, 2.728], [0.271, 0.228, 0.393], [0.058, 0.062, 0.041], [0.024, 0.027, 0.025], [0.026, 0.027, 0.027], [0.111, 0.074, 0.097], [0.014, 0.014, 0.015], [0.022, 0.023, 0.015], [0.011, 0.019, 0.017]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.24GB.json b/clickhouse-cloud/results/azure.24GB.json
index 5bf079d29..6a9e7925a 100644
--- a/clickhouse-cloud/results/azure.24GB.json
+++ b/clickhouse-cloud/results/azure.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 761.595,
-    "data_size": 9947110164,
+    "load_time": 772.808,
+    "data_size": 9949179756,
 
     "result": [
-[0.003, 0.004, 0.002], [0.023, 0.153, 2.229], [0.350, 0.169, 0.145], [1.809, 0.279, 0.617], [1.586, 3.690, 4.721], [8.135, 4.198, 5.306], [0.113, 0.073, 0.049], [0.030, 0.029, 0.050], [5.531, 5.230, 4.191], [2.118, 2.152, 2.166], [0.810, 0.720, 0.644], [0.953, 0.961, 0.907], [7.995, 2.472, 3.138], [4.164, 12.652, 3.466], [3.506, 4.229, 4.101], [2.133, 6.143, 1.828], [8.841, 17.501, 9.558], [6.802, 7.660, 6.183], [37.364, 35.228, 32.108], [0.086, 0.086, 0.073], [4.739, 29.607, 4.246], [4.860, 4.950, 5.383], [16.950, 9.244, 5.911], [18.892, 16.947, 17.313], [1.356, 1.357, 1.242], [0.895, 0.913, 0.917], [1.552, 1.275, 1.228], [4.933, 5.557, 4.996], [43.250, 44.221, 53.631], [0.184, 0.148, 0.161], [2.458, 2.254, 2.584], [3.348, 2.819, 3.464], [25.963, 23.297, 39.466], [21.305, 21.292, 32.382], [29.240, 29.514, 21.215], [1.394, 1.393, 1.320], [0.202, 0.133, 0.183], [0.070, 0.068, 0.050], [0.052, 0.067, 0.066], [0.259, 0.386, 0.257], [0.039, 0.027, 0.028], [0.023, 0.016, 0.017], [0.017, 0.023, 0.016]
+[0.006, 0.003, 0.006], [0.616, 0.038, 0.031], [0.398, 0.394, 0.279], [2.901, 0.533, 0.295], [3.388, 2.640, 3.163], [8.167, 2.444, 5.065], [0.160, 0.050, 0.053], [0.093, 0.035, 1.084], [4.682, 1.873, 2.139], [9.696, 5.241, 2.946], [0.666, 0.654, 0.677], [1.823, 1.732, 0.842], [2.870, 2.830, 2.802], [15.878, 5.213, 3.563], [12.382, 3.333, 10.869], [2.821, 2.336, 1.914], [8.347, 29.505, 10.360], [9.866, 5.523, 9.720], [34.788, 46.949, 24.417], [0.099, 0.068, 0.070], [4.528, 4.054, 5.991], [4.733, 12.241, 4.716], [8.433, 5.708, 5.536], [17.716, 17.350, 25.368], [1.284, 1.233, 1.313], [0.896, 1.196, 0.905], [1.249, 1.971, 2.017], [6.827, 4.387, 4.135], [43.172, 42.470, 42.720], [0.145, 0.133, 0.209], [2.449, 4.220, 2.314], [3.296, 6.039, 5.597], [23.517, 23.041, 25.079], [21.766, 20.888, 20.252], [21.075, 20.877, 20.446], [2.649, 1.409, 1.413], [0.310, 0.129, 0.244], [0.058, 0.047, 0.045], [0.051, 0.050, 0.053], [0.255, 0.316, 0.457], [0.026, 0.028, 0.025], [0.019, 0.034, 0.018], [0.024, 0.016, 0.023]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.360GB.json b/clickhouse-cloud/results/azure.360GB.json
index 3950687e5..9e7ac8418 100644
--- a/clickhouse-cloud/results/azure.360GB.json
+++ b/clickhouse-cloud/results/azure.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 174.063,
-    "data_size": 9943101025,
+    "load_time": 164.362,
+    "data_size": 9945178650,
 
     "result": [
-[0.004, 0.003, 0.004], [0.012, 2.331, 0.062], [0.025, 0.324, 0.209], [3.159, 0.035, 0.367], [0.222, 0.367, 0.188], [2.811, 0.570, 0.279], [0.062, 0.012, 0.056], [0.017, 0.054, 0.015], [0.384, 2.543, 0.369], [0.674, 2.516, 0.401], [0.298, 0.359, 0.145], [0.146, 0.267, 0.142], [0.298, 0.812, 0.290], [0.394, 0.421, 0.842], [0.542, 0.341, 0.513], [0.288, 0.270, 0.409], [0.896, 0.864, 1.348], [0.504, 0.547, 0.783], [3.558, 1.518, 1.489], [0.014, 0.015, 0.014], [12.287, 0.423, 3.440], [0.493, 0.491, 0.497], [8.205, 0.580, 2.327], [21.583, 1.643, 5.204], [0.190, 0.133, 0.145], [0.106, 0.104, 0.110], [0.144, 0.127, 0.146], [0.456, 0.435, 0.627], [5.050, 5.051, 3.995], [0.035, 0.056, 0.057], [0.432, 0.279, 0.272], [0.576, 0.564, 0.374], [2.065, 1.997, 1.741], [1.321, 2.013, 1.895], [1.418, 1.339, 2.038], [0.238, 0.165, 0.295], [0.040, 0.040, 0.035], [0.022, 0.035, 0.039], [0.027, 0.028, 0.027], [0.114, 0.080, 0.073], [0.021, 0.026, 0.015], [0.015, 0.015, 0.015], [0.011, 0.011, 0.011]
+[0.003, 0.004, 0.003], [0.015, 0.595, 2.230], [0.444, 0.232, 0.033], [4.347, 0.035, 2.272], [0.416, 0.206, 0.654], [0.706, 0.317, 2.554], [0.114, 0.012, 0.012], [0.014, 0.051, 0.072], [0.373, 0.703, 0.367], [0.390, 0.681, 0.562], [0.125, 0.138, 0.127], [0.263, 0.145, 0.395], [0.568, 2.446, 0.408], [0.579, 0.406, 0.376], [0.332, 2.602, 0.322], [0.412, 0.311, 0.602], [1.473, 0.888, 1.918], [0.693, 0.505, 0.560], [3.933, 1.636, 1.532], [0.015, 0.014, 0.015], [18.235, 5.086, 0.411], [0.472, 0.711, 0.694], [12.796, 3.542, 0.600], [6.318, 1.777, 1.586], [0.140, 0.202, 2.770], [0.117, 0.117, 0.108], [0.158, 0.209, 0.144], [0.657, 0.481, 0.467], [15.419, 3.977, 3.923], [0.049, 0.049, 0.049], [0.283, 2.562, 0.280], [0.563, 0.380, 0.360], [1.786, 2.840, 2.825], [2.004, 1.988, 1.980], [1.436, 1.348, 1.311], [0.343, 0.246, 0.212], [0.038, 0.051, 0.039], [0.033, 0.027, 0.027], [0.029, 0.026, 0.040], [0.073, 0.100, 0.073], [0.025, 0.017, 0.020], [0.020, 0.012, 0.019], [0.011, 0.017, 0.015]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.48GB.json b/clickhouse-cloud/results/azure.48GB.json
index d883d96f9..911711ac1 100644
--- a/clickhouse-cloud/results/azure.48GB.json
+++ b/clickhouse-cloud/results/azure.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 459.039,
-    "data_size": 9943899655,
+    "load_time": 315.151,
+    "data_size": 9946618524,
 
     "result": [
-[0.002, 0.002, 0.002], [5.258, 0.061, 0.019], [0.781, 0.258, 0.261], [1.375, 0.205, 4.797], [1.018, 0.809, 1.943], [5.686, 2.947, 1.346], [0.031, 0.078, 0.030], [0.055, 0.022, 0.020], [1.224, 2.540, 3.689], [1.297, 1.771, 1.632], [0.717, 0.723, 0.421], [0.463, 3.403, 0.926], [3.976, 2.801, 2.890], [2.481, 5.061, 4.423], [4.389, 1.834, 3.893], [1.158, 1.210, 1.036], [10.672, 4.490, 10.894], [3.370, 3.038, 6.891], [21.673, 12.820, 9.473], [0.039, 0.042, 0.058], [25.481, 3.550, 2.307], [11.606, 2.775, 4.203], [5.174, 6.658, 5.061], [8.145, 15.839, 14.642], [1.274, 0.679, 1.067], [0.685, 0.572, 0.502], [1.018, 1.074, 0.669], [3.659, 4.112, 2.171], [21.780, 22.771, 30.402], [0.109, 1.690, 0.079], [10.206, 7.302, 2.168], [19.761, 3.639, 26.816], [15.741, 13.366, 15.107], [56.719, 6.718, 25.185], [13.193, 12.520, 6.217], [0.908, 0.752, 0.869], [0.203, 0.114, 0.100], [0.054, 0.051, 0.075], [0.050, 0.073, 0.048], [0.363, 0.223, 0.221], [0.025, 0.024, 0.025], [0.017, 0.017, 0.030], [0.017, 0.013, 0.026]
+[0.004, 0.003, 0.002], [3.221, 0.058, 0.581], [0.271, 0.160, 0.093], [5.357, 1.189, 0.157], [1.164, 1.020, 1.219], [1.980, 5.020, 1.399], [0.025, 0.057, 0.083], [0.055, 0.063, 0.031], [1.355, 3.051, 2.423], [2.481, 1.261, 2.673], [0.457, 0.747, 0.424], [0.524, 0.566, 0.818], [5.455, 1.626, 1.774], [2.557, 2.600, 2.514], [1.907, 1.727, 4.821], [3.099, 1.316, 2.517], [11.816, 11.121, 4.512], [3.641, 3.269, 3.342], [22.603, 16.581, 13.270], [0.043, 0.059, 0.058], [2.704, 2.505, 2.447], [2.899, 2.703, 18.460], [5.441, 76.195, 3.161], [8.416, 31.088, 81.484], [0.697, 1.009, 0.641], [0.500, 0.480, 0.688], [0.650, 1.026, 0.960], [2.090, 3.054, 2.966], [30.629, 21.498, 21.608], [0.124, 0.094, 0.084], [1.225, 1.180, 1.213], [2.044, 1.695, 3.611], [13.587, 12.140, 31.254], [12.432, 6.249, 6.395], [11.968, 6.173, 12.468], [1.670, 0.856, 0.709], [0.183, 0.111, 0.199], [0.051, 0.047, 0.045], [0.079, 0.075, 0.058], [0.388, 0.227, 0.215], [0.028, 0.043, 0.026], [0.019, 0.024, 0.016], [0.048, 0.015, 0.013]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.96GB.json b/clickhouse-cloud/results/azure.96GB.json
index 15587b4f6..4f45d4ab0 100644
--- a/clickhouse-cloud/results/azure.96GB.json
+++ b/clickhouse-cloud/results/azure.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 200.428,
-    "data_size": 9943698026,
+    "load_time": 231.293,
+    "data_size": 9941672683,
 
     "result": [
-[0.002, 0.004, 0.004], [2.347, 0.015, 0.015], [0.063, 0.048, 2.508], [2.404, 1.229, 0.073], [0.817, 0.536, 0.522], [3.018, 0.793, 1.059], [0.056, 0.022, 0.079], [0.015, 0.014, 0.052], [1.564, 0.620, 1.138], [0.764, 0.750, 0.685], [0.353, 0.201, 0.294], [0.445, 0.238, 0.237], [4.358, 1.124, 0.765], [1.924, 1.756, 1.042], [1.762, 1.052, 0.942], [1.359, 1.582, 0.945], [4.301, 2.753, 2.320], [2.104, 2.946, 1.700], [8.829, 7.687, 4.790], [0.034, 0.025, 0.025], [9.242, 1.484, 1.432], [1.398, 1.379, 1.690], [5.613, 1.677, 1.639], [71.189, 4.572, 5.048], [0.342, 0.388, 0.358], [0.249, 0.261, 0.261], [0.339, 0.400, 0.357], [1.135, 1.335, 1.331], [12.454, 12.544, 13.303], [0.061, 0.061, 0.054], [0.772, 0.993, 0.691], [0.928, 1.314, 1.027], [5.473, 4.673, 3.433], [3.306, 4.778, 3.429], [3.430, 31.128, 3.222], [0.772, 0.734, 0.411], [0.340, 0.096, 0.096], [0.032, 0.217, 0.193], [2.086, 0.058, 0.032], [0.348, 0.112, 0.264], [0.479, 0.021, 0.017], [0.013, 0.171, 0.012], [0.013, 0.018, 0.017]
+[0.007, 0.003, 0.003], [4.353, 6.612, 0.280], [0.309, 0.086, 2.096], [4.698, 0.071, 0.099], [3.885, 0.484, 0.479], [1.020, 5.096, 4.399], [0.178, 0.018, 0.084], [0.022, 0.025, 0.015], [0.845, 1.140, 0.853], [0.971, 4.817, 4.410], [0.303, 0.303, 0.235], [0.359, 0.375, 0.348], [2.489, 0.951, 2.455], [5.081, 0.995, 0.921], [1.498, 0.965, 4.265], [0.777, 0.658, 0.534], [3.971, 3.363, 2.326], [1.474, 2.038, 1.713], [8.457, 7.287, 7.859], [0.039, 0.025, 0.025], [1.506, 1.654, 1.606], [31.451, 26.885, 1.616], [2.304, 16.784, 14.300], [5.721, 29.698, 3.991], [0.344, 0.441, 0.333], [0.323, 0.249, 0.311], [0.336, 0.336, 0.347], [1.110, 1.141, 1.482], [10.932, 10.968, 10.886], [0.268, 0.059, 0.081], [0.664, 1.127, 0.694], [3.504, 0.840, 0.913], [4.172, 3.341, 9.072], [3.149, 5.290, 5.104], [41.522, 5.043, 3.471], [0.504, 0.431, 0.431], [0.144, 0.351, 0.059], [0.156, 0.401, 0.044], [0.044, 0.042, 0.042], [0.412, 0.476, 0.105], [0.252, 0.028, 0.220], [0.164, 0.121, 0.020], [0.011, 0.010, 0.011]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.192GB.json b/clickhouse-cloud/results/gcp.192GB.json
index 11f1d5fb2..ca33934f0 100644
--- a/clickhouse-cloud/results/gcp.192GB.json
+++ b/clickhouse-cloud/results/gcp.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 258.916,
-    "data_size": 9946203518,
+    "load_time": 180.339,
+    "data_size": 9947030778,
 
     "result": [
-[0.003, 0.003, 0.003], [0.589, 0.501, 0.146], [0.429, 0.286, 0.037], [0.455, 0.062, 0.161], [0.310, 0.592, 0.269], [0.772, 0.639, 0.448], [0.138, 0.017, 0.019], [0.024, 0.030, 0.105], [0.731, 0.744, 0.512], [0.621, 0.591, 0.599], [0.298, 0.201, 0.272], [0.389, 0.347, 0.189], [0.525, 0.432, 0.569], [1.086, 0.695, 0.647], [0.732, 0.833, 0.558], [0.360, 0.392, 0.356], [1.318, 1.335, 1.187], [0.964, 1.018, 0.837], [4.644, 3.982, 3.432], [0.021, 0.026, 0.022], [3.616, 2.100, 0.601], [0.690, 0.684, 0.700], [3.322, 2.886, 0.956], [9.287, 2.868, 2.189], [0.270, 0.210, 0.208], [0.171, 0.185, 0.157], [0.202, 0.242, 0.240], [0.804, 0.753, 0.808], [6.399, 7.907, 7.529], [0.048, 0.237, 0.043], [0.909, 0.429, 0.588], [0.779, 1.014, 1.432], [2.124, 2.704, 2.045], [2.353, 2.426, 2.433], [2.442, 2.242, 2.369], [0.324, 0.311, 0.298], [0.053, 0.054, 0.054], [0.168, 0.036, 0.035], [0.039, 0.033, 0.034], [0.110, 0.102, 0.259], [0.023, 0.024, 0.021], [0.283, 0.019, 0.020], [0.015, 0.015, 0.015]
+[0.004, 0.003, 0.003], [0.022, 0.645, 0.020], [0.054, 0.286, 0.040], [0.536, 0.579, 0.055], [0.400, 0.387, 0.327], [0.669, 0.747, 0.381], [0.019, 0.169, 0.140], [0.023, 0.142, 0.021], [0.855, 0.569, 0.819], [0.657, 0.770, 0.617], [0.355, 0.192, 0.202], [0.240, 0.445, 0.502], [0.538, 0.573, 0.603], [0.804, 0.718, 0.881], [1.074, 0.673, 0.766], [0.382, 0.395, 0.334], [1.304, 1.511, 1.391], [1.223, 0.933, 1.052], [3.273, 2.513, 4.077], [0.023, 0.024, 0.021], [3.239, 0.650, 2.300], [0.708, 0.760, 0.822], [0.940, 3.659, 0.814], [11.091, 2.378, 2.233], [0.242, 0.220, 0.234], [0.161, 0.164, 0.423], [0.397, 0.237, 0.228], [0.668, 0.647, 0.655], [8.672, 6.697, 6.432], [0.294, 0.044, 0.044], [0.504, 0.496, 0.477], [0.746, 1.902, 0.632], [2.706, 1.954, 2.439], [3.865, 2.358, 2.543], [2.387, 2.698, 2.462], [0.286, 0.287, 0.323], [0.188, 0.063, 0.052], [0.030, 0.310, 0.031], [0.033, 0.192, 0.036], [0.093, 0.277, 0.095], [0.020, 0.306, 0.023], [0.018, 0.018, 0.019], [0.013, 0.016, 0.014]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.24GB.json b/clickhouse-cloud/results/gcp.24GB.json
index 3eea43b3f..a72564aca 100644
--- a/clickhouse-cloud/results/gcp.24GB.json
+++ b/clickhouse-cloud/results/gcp.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 930.199,
+    "load_time": 1011.440,
     "data_size": 9946973751,
 
     "result": [
-[0.003, 0.003, 0.004], [0.031, 0.755, 0.029], [0.982, 0.403, 0.151], [1.037, 1.008, 0.277], [3.271, 2.949, 3.167], [3.972, 4.858, 2.913], [0.143, 0.134, 0.046], [0.034, 0.037, 0.047], [2.553, 2.199, 2.447], [2.971, 2.750, 2.681], [0.838, 0.871, 0.643], [1.004, 0.903, 1.131], [2.969, 3.197, 3.190], [5.617, 4.667, 4.776], [4.660, 4.523, 3.905], [2.790, 2.544, 2.464], [10.995, 11.301, 9.926], [7.538, 8.087, 8.008], [29.355, 37.493, 39.672], [0.078, 0.085, 0.076], [4.872, 22.713, 4.422], [5.198, 26.180, 5.288], [26.797, 5.974, 6.121], [19.114, 82.504, 21.365], [1.612, 1.428, 1.462], [1.020, 1.005, 0.991], [1.616, 1.436, 1.384], [5.014, 4.844, 4.527], [49.458, 65.169, 50.682], [0.158, 0.149, 0.170], [3.423, 3.128, 2.700], [3.992, 5.639, 11.379], [37.261, 34.079, 33.820], [27.792, 28.114, 28.024], [26.666, 27.657, 28.319], [1.792, 1.739, 1.706], [0.362, 0.172, 0.168], [0.060, 0.071, 0.059], [0.071, 0.179, 0.064], [0.347, 0.485, 0.327], [0.037, 0.029, 0.298], [0.243, 0.025, 0.028], [0.022, 0.023, 0.020]
+[0.003, 0.003, 0.003], [0.033, 0.733, 0.545], [0.276, 0.316, 0.477], [0.921, 0.522, 1.032], [1.919, 3.646, 1.814], [5.336, 5.465, 3.821], [0.043, 0.146, 0.042], [0.038, 0.038, 0.042], [2.631, 2.106, 2.365], [2.667, 3.322, 2.875], [0.777, 0.889, 0.692], [1.055, 1.096, 1.006], [4.280, 3.250, 3.287], [5.394, 4.708, 4.881], [5.020, 4.597, 4.280], [2.484, 2.644, 2.113], [10.596, 10.721, 10.763], [7.307, 7.185, 7.853], [36.600, 35.478, 37.782], [0.083, 0.073, 0.081], [22.745, 5.567, 4.962], [5.714, 5.865, 5.788], [41.074, 5.989, 7.017], [89.287, 86.772, 21.108], [1.578, 1.474, 1.514], [1.032, 1.028, 1.045], [1.516, 1.479, 1.366], [5.009, 5.080, 4.831], [56.729, 55.482, 51.032], [0.306, 0.294, 0.167], [3.426, 3.036, 2.998], [5.457, 5.501, 3.775], [35.015, 32.137, 30.519], [29.531, 27.765, 30.520], [26.440, 30.265, 26.107], [1.857, 1.692, 1.849], [0.167, 0.193, 0.160], [0.061, 0.065, 0.062], [0.068, 0.060, 0.057], [0.373, 0.524, 0.308], [0.032, 0.029, 0.037], [0.021, 0.026, 0.019], [0.024, 0.019, 0.022]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.360GB.json b/clickhouse-cloud/results/gcp.360GB.json
index bfced6341..e6bb3b590 100644
--- a/clickhouse-cloud/results/gcp.360GB.json
+++ b/clickhouse-cloud/results/gcp.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 173.036,
-    "data_size": 9945099612,
+    "load_time": 212.394,
+    "data_size": 9944533678,
 
     "result": [
-[0.003, 0.003, 0.003], [0.445, 0.022, 0.019], [0.038, 0.038, 0.041], [0.532, 0.045, 0.415], [0.298, 0.297, 0.255], [0.595, 0.592, 0.249], [0.166, 0.139, 0.022], [0.107, 0.147, 0.021], [0.779, 0.762, 0.432], [0.766, 0.455, 0.468], [0.187, 0.166, 0.165], [0.524, 0.183, 0.157], [0.566, 0.532, 0.382], [0.480, 0.500, 0.429], [0.448, 0.441, 0.411], [0.311, 0.210, 0.362], [0.886, 0.956, 0.753], [0.526, 0.813, 0.591], [2.202, 2.173, 1.777], [0.019, 0.183, 0.018], [1.816, 0.457, 0.354], [0.518, 0.412, 1.961], [2.064, 0.508, 0.527], [5.461, 1.707, 1.711], [0.162, 0.139, 0.159], [0.128, 0.132, 0.101], [0.338, 0.144, 0.151], [0.532, 0.454, 0.443], [4.609, 3.511, 3.556], [0.201, 0.039, 0.038], [0.358, 0.337, 0.279], [0.487, 0.453, 1.107], [2.561, 2.546, 2.458], [1.873, 1.499, 1.839], [1.632, 1.922, 1.894], [0.279, 0.293, 0.206], [0.045, 0.059, 0.054], [0.189, 0.036, 0.034], [0.038, 0.036, 0.035], [0.087, 0.109, 0.092], [0.286, 0.021, 0.020], [0.211, 0.019, 0.021], [0.016, 0.014, 0.016]
+[0.005, 0.004, 0.003], [0.547, 0.023, 0.023], [0.649, 0.037, 0.291], [0.062, 0.518, 0.372], [0.279, 0.235, 0.294], [0.564, 0.365, 0.424], [0.149, 0.275, 0.021], [0.183, 0.021, 0.028], [0.846, 0.762, 0.690], [0.632, 0.485, 0.469], [0.328, 0.173, 0.276], [0.623, 0.244, 0.305], [0.491, 0.333, 0.302], [0.791, 0.513, 0.702], [0.578, 0.547, 0.570], [0.397, 0.306, 0.318], [0.923, 1.089, 1.289], [0.639, 0.773, 0.756], [2.124, 2.276, 2.188], [0.022, 0.022, 0.022], [2.010, 1.260, 0.365], [0.472, 0.437, 0.456], [1.840, 0.526, 0.536], [5.202, 4.823, 1.731], [0.172, 0.173, 0.156], [0.114, 0.124, 0.118], [0.142, 0.149, 0.148], [0.741, 0.445, 0.458], [3.611, 4.398, 3.736], [0.036, 0.041, 0.038], [0.324, 0.343, 0.327], [0.546, 0.535, 0.537], [2.744, 2.439, 2.239], [1.506, 1.789, 1.751], [1.526, 1.708, 1.501], [0.209, 0.287, 0.341], [0.058, 0.059, 0.057], [0.035, 0.028, 0.033], [0.035, 0.032, 0.037], [0.091, 0.107, 0.086], [0.023, 0.023, 0.018], [0.016, 0.017, 0.021], [0.014, 0.014, 0.014]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.48GB.json b/clickhouse-cloud/results/gcp.48GB.json
index 1bebeff4e..086a821db 100644
--- a/clickhouse-cloud/results/gcp.48GB.json
+++ b/clickhouse-cloud/results/gcp.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 430.422,
-    "data_size": 9946415374,
+    "load_time": 389.749,
+    "data_size": 9942068715,
 
     "result": [
-[0.002, 0.003, 0.002], [1.306, 0.027, 1.324], [0.292, 0.302, 0.101], [0.177, 0.201, 0.236], [1.606, 1.464, 1.481], [2.281, 2.343, 1.988], [0.028, 0.030, 0.164], [0.230, 0.049, 0.025], [2.246, 1.932, 1.368], [2.283, 2.531, 1.744], [0.553, 0.530, 0.525], [0.654, 0.530, 0.713], [2.743, 1.889, 1.353], [3.381, 2.770, 3.438], [2.077, 2.423, 2.703], [1.216, 1.375, 1.229], [5.602, 4.694, 4.756], [3.351, 5.057, 4.054], [12.821, 14.718, 12.416], [0.048, 0.048, 0.045], [11.162, 9.106, 2.906], [3.283, 2.483, 2.603], [4.023, 3.875, 13.968], [37.917, 38.928, 8.747], [1.572, 1.559, 0.710], [0.526, 0.545, 0.546], [0.771, 0.701, 0.698], [10.485, 2.238, 8.988], [30.245, 24.860, 24.789], [0.286, 0.092, 0.231], [1.474, 2.325, 1.499], [5.481, 2.399, 2.150], [16.414, 26.368, 19.864], [8.698, 8.556, 9.382], [8.824, 8.581, 9.167], [1.182, 1.034, 1.008], [0.310, 0.312, 0.138], [0.346, 0.056, 0.057], [0.207, 0.061, 0.051], [0.276, 0.262, 0.250], [0.335, 0.033, 0.021], [0.233, 0.023, 0.022], [0.018, 0.017, 0.017]
+[0.003, 0.003, 0.033], [0.076, 1.440, 0.021], [0.193, 0.416, 0.156], [1.930, 0.642, 0.286], [1.112, 1.151, 0.997], [2.235, 2.052, 1.827], [0.204, 0.024, 0.159], [0.132, 0.027, 0.175], [1.575, 1.152, 1.291], [1.710, 2.418, 1.578], [0.570, 0.384, 0.364], [0.638, 0.599, 0.474], [1.890, 1.994, 2.406], [2.694, 2.509, 3.191], [2.706, 2.363, 2.120], [1.522, 1.953, 1.373], [6.524, 5.852, 5.338], [4.193, 3.956, 3.625], [12.616, 14.627, 9.759], [0.055, 0.050, 0.048], [11.527, 2.340, 8.885], [2.677, 2.562, 3.093], [3.555, 13.363, 3.172], [43.612, 11.528, 9.874], [0.868, 0.831, 0.812], [0.613, 0.502, 0.540], [0.726, 0.696, 0.781], [2.514, 2.778, 2.491], [32.480, 23.242, 35.379], [0.381, 0.106, 0.271], [3.401, 1.545, 1.559], [2.401, 6.953, 2.482], [16.070, 20.774, 24.392], [17.173, 8.153, 7.886], [8.716, 7.892, 8.731], [1.092, 1.136, 0.922], [0.431, 0.425, 0.159], [0.058, 0.419, 0.055], [0.053, 0.204, 0.195], [0.692, 0.473, 0.324], [0.299, 0.030, 0.186], [0.186, 0.020, 0.020], [0.164, 0.018, 0.025]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.708GB.json b/clickhouse-cloud/results/gcp.708GB.json
index eb2f7854d..6a1a9a176 100644
--- a/clickhouse-cloud/results/gcp.708GB.json
+++ b/clickhouse-cloud/results/gcp.708GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "708GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 214.404,
-    "data_size": 9945104431,
+    "load_time": 185.766,
+    "data_size": 9946143748,
 
     "result": [
-[0.004, 0.004, 0.004], [0.491, 0.459, 0.113], [0.321, 0.035, 0.035], [0.476, 0.394, 0.040], [0.278, 0.180, 0.260], [0.501, 0.448, 0.225], [0.172, 0.019, 0.029], [0.139, 0.029, 0.114], [0.566, 0.395, 0.475], [0.582, 0.620, 0.500], [0.350, 0.142, 0.343], [0.341, 0.129, 0.329], [0.343, 0.287, 0.271], [0.543, 0.449, 0.376], [0.546, 0.399, 0.299], [0.188, 0.180, 0.289], [0.709, 0.916, 0.635], [0.537, 0.435, 0.543], [2.078, 1.893, 1.761], [0.020, 0.026, 0.197], [1.127, 0.350, 0.361], [0.456, 0.435, 0.413], [1.739, 0.530, 0.405], [4.068, 3.492, 1.394], [0.129, 0.182, 0.144], [0.109, 0.120, 0.116], [0.149, 0.137, 0.139], [0.478, 0.460, 0.444], [3.439, 3.427, 3.041], [0.043, 0.056, 0.045], [0.258, 0.323, 0.299], [0.471, 0.489, 0.436], [2.187, 2.121, 2.517], [1.789, 2.092, 1.769], [1.680, 1.792, 1.632], [0.207, 0.209, 0.174], [0.047, 0.058, 0.061], [0.035, 0.035, 0.035], [0.034, 0.039, 0.043], [0.108, 0.114, 0.098], [0.023, 0.020, 0.020], [0.022, 0.020, 0.022], [0.017, 0.015, 0.015]
+[0.004, 0.004, 0.004], [0.480, 0.373, 0.022], [0.033, 0.286, 0.029], [0.036, 0.038, 0.036], [0.555, 0.459, 0.271], [0.559, 0.271, 0.230], [0.022, 0.021, 0.157], [0.110, 0.025, 0.027], [0.404, 0.637, 0.401], [0.539, 0.425, 0.600], [0.174, 0.153, 0.144], [0.400, 0.474, 0.155], [0.489, 0.311, 0.266], [0.470, 0.390, 0.320], [0.336, 0.300, 0.531], [0.255, 0.218, 0.234], [0.663, 0.798, 0.656], [0.466, 0.431, 0.567], [1.860, 1.848, 1.822], [0.158, 0.016, 0.017], [1.253, 0.307, 0.326], [0.531, 0.339, 0.331], [1.180, 1.446, 0.430], [3.779, 3.657, 1.378], [0.127, 0.124, 0.116], [0.100, 0.096, 0.092], [0.120, 0.181, 0.118], [0.414, 0.368, 0.385], [3.108, 2.887, 3.097], [0.044, 0.044, 0.042], [0.274, 0.239, 0.221], [0.466, 0.314, 0.448], [2.031, 1.679, 1.702], [1.463, 1.299, 1.185], [1.326, 1.261, 1.250], [0.202, 0.158, 0.216], [0.045, 0.042, 0.045], [0.027, 0.034, 0.027], [0.038, 0.031, 0.039], [0.087, 0.090, 0.091], [0.020, 0.024, 0.018], [0.023, 0.019, 0.024], [0.014, 0.019, 0.015]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.96GB.json b/clickhouse-cloud/results/gcp.96GB.json
index 88b11e236..720d1e7b4 100644
--- a/clickhouse-cloud/results/gcp.96GB.json
+++ b/clickhouse-cloud/results/gcp.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 218.673,
-    "data_size": 9943610169,
+    "load_time": 190.248,
+    "data_size": 9946403411,
 
     "result": [
-[0.003, 0.003, 0.003], [0.566, 0.019, 0.529], [0.284, 0.070, 0.084], [0.499, 0.078, 0.087], [0.615, 0.506, 0.552], [0.987, 0.773, 1.170], [0.021, 0.322, 0.182], [0.023, 0.020, 0.158], [1.213, 0.923, 0.897], [1.336, 1.047, 0.994], [0.305, 0.282, 0.424], [0.456, 0.455, 0.346], [0.939, 1.176, 0.776], [1.794, 1.395, 1.663], [1.469, 1.110, 1.469], [1.022, 0.743, 0.768], [3.767, 3.427, 3.450], [1.782, 2.168, 2.186], [6.984, 6.192, 4.795], [0.028, 0.032, 0.031], [5.694, 1.303, 1.460], [5.378, 1.625, 1.523], [1.956, 1.817, 6.501], [18.943, 4.234, 16.138], [0.398, 0.369, 0.465], [0.353, 0.267, 0.283], [0.449, 0.417, 0.435], [1.403, 1.226, 1.196], [13.720, 13.366, 13.042], [0.074, 0.072, 0.068], [1.047, 1.029, 0.985], [1.586, 1.423, 1.431], [6.796, 5.047, 4.928], [4.818, 4.468, 4.567], [4.819, 5.110, 5.366], [0.574, 0.489, 0.594], [0.065, 0.078, 0.068], [0.038, 0.043, 0.039], [0.037, 0.034, 0.040], [0.120, 0.136, 0.120], [0.028, 0.023, 0.024], [0.019, 0.019, 0.016], [0.015, 0.020, 0.014]
+[0.003, 0.003, 0.003], [0.611, 0.020, 0.452], [0.357, 0.058, 0.060], [0.503, 0.139, 0.071], [0.988, 0.568, 0.649], [0.901, 1.031, 1.039], [0.019, 0.017, 0.017], [0.129, 0.148, 0.020], [0.815, 1.050, 0.768], [1.322, 0.934, 0.828], [0.354, 0.363, 0.270], [0.421, 0.288, 0.259], [0.999, 0.918, 0.862], [1.310, 1.505, 1.462], [1.448, 1.239, 1.179], [0.773, 0.875, 0.924], [2.891, 2.571, 3.165], [2.118, 1.828, 1.637], [6.571, 4.925, 4.722], [0.026, 0.026, 0.029], [5.487, 4.194, 1.102], [1.524, 1.290, 1.387], [1.604, 6.672, 4.999], [18.890, 15.228, 4.131], [0.434, 0.399, 0.377], [0.278, 0.277, 0.286], [0.383, 0.398, 0.397], [1.176, 1.203, 1.161], [12.997, 12.112, 12.534], [0.062, 0.279, 0.054], [0.884, 0.752, 1.725], [1.082, 2.923, 1.955], [5.025, 4.651, 3.489], [4.106, 7.883, 6.494], [4.626, 4.033, 3.959], [0.475, 0.424, 0.398], [0.225, 0.068, 0.194], [0.032, 0.030, 0.222], [0.204, 0.123, 0.042], [0.740, 0.133, 0.385], [0.163, 0.022, 0.024], [0.015, 0.014, 0.196], [0.217, 0.130, 0.014]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.dev.json b/clickhouse-cloud/results/gcp.dev.json
index 71bebc11b..7625b0030 100644
--- a/clickhouse-cloud/results/gcp.dev.json
+++ b/clickhouse-cloud/results/gcp.dev.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-24",
+    "date": "2024-11-25",
     "machine": "dev",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 614.384,
-    "data_size": 9947548785,
+    "load_time": 663.294,
+    "data_size": 9945875537,
 
     "result": [
-[0.003, 0.003, 0.002], [0.025, 0.026, 0.020], [0.107, 0.166, 0.209], [0.277, 0.238, 0.339], [1.855, 1.309, 1.213], [1.628, 2.273, 2.147], [0.038, 0.031, 0.040], [0.023, 0.025, 0.028], [1.281, 2.010, 1.657], [2.005, 2.030, 1.541], [0.638, 0.379, 0.376], [0.754, 0.514, 0.725], [2.130, 1.703, 1.677], [2.805, 2.557, 2.765], [2.259, 2.272, 2.160], [1.219, 1.420, 1.354], [5.305, 5.201, 6.000], [3.550, 3.817, 3.979], [16.907, 17.049, 16.565], [0.060, 0.045, 0.054], [2.578, 2.432, 2.624], [2.945, 3.034, 2.886], [3.301, 3.141, 3.538], [10.981, 10.534, 9.928], [1.029, 0.802, 0.744], [0.534, 0.526, 0.662], [0.755, 0.758, 0.721], [2.417, 2.620, 2.401], [26.498, 26.444, 26.528], [0.119, 0.146, 0.106], [1.523, 1.454, 1.632], [2.635, 2.709, 1.965], [20.364, 17.667, 17.855], [15.962, 15.779, 15.797], [15.443, 16.151, 15.901], [1.118, 1.139, 0.901], [0.124, 0.114, 0.123], [0.054, 0.048, 0.061], [0.046, 0.053, 0.049], [0.265, 0.240, 0.199], [0.033, 0.029, 0.032], [0.021, 0.018, 0.018], [0.017, 0.022, 0.016]
+[0.002, 0.002, 0.004], [0.022, 0.032, 0.015], [0.252, 0.115, 0.284], [0.151, 0.367, 0.128], [1.012, 2.066, 0.869], [3.197, 3.156, 1.482], [0.032, 0.027, 0.027], [0.038, 0.023, 0.023], [1.242, 1.211, 2.816], [1.375, 1.423, 2.916], [1.155, 0.990, 0.404], [0.477, 0.967, 0.491], [1.597, 2.942, 2.834], [2.823, 4.659, 4.349], [2.097, 1.877, 1.951], [1.128, 1.983, 1.138], [5.271, 8.094, 7.476], [5.361, 3.418, 5.361], [25.361, 14.801, 15.157], [0.044, 0.050, 0.045], [2.414, 4.033, 2.297], [4.399, 2.688, 4.382], [5.260, 3.258, 3.000], [15.368, 24.623, 12.077], [1.004, 0.833, 0.895], [0.513, 0.514, 0.504], [0.892, 0.845, 0.726], [2.370, 2.336, 2.270], [25.187, 30.997, 31.712], [0.141, 0.121, 0.138], [1.399, 1.482, 1.335], [2.999, 2.406, 2.304], [15.404, 15.650, 15.370], [17.810, 17.141, 17.462], [16.788, 16.687, 14.175], [1.029, 0.848, 1.242], [0.136, 0.185, 0.148], [0.057, 0.061, 0.059], [0.053, 0.054, 0.057], [0.320, 0.282, 0.274], [0.034, 0.032, 0.036], [0.023, 0.022, 0.024], [0.026, 0.023, 0.023]
 ]
 }