diff --git a/clickhouse-cloud/results/aws.192GB.json b/clickhouse-cloud/results/aws.192GB.json
index af7c44986..e8c8e84bc 100644
--- a/clickhouse-cloud/results/aws.192GB.json
+++ b/clickhouse-cloud/results/aws.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 249.667,
-    "data_size": 9947015777,
+    "load_time": 177.412,
+    "data_size": 9945105805,
 
     "result": [
-[0.003, 0.002, 0.003], [0.514, 0.023, 0.329], [0.047, 0.047, 0.301], [0.063, 0.468, 0.061], [0.395, 0.370, 0.231], [0.908, 0.549, 0.509], [0.021, 0.203, 0.096], [0.023, 0.023, 0.024], [0.759, 0.514, 0.415], [0.444, 0.609, 0.661], [1.155, 0.197, 0.202], [0.404, 0.285, 0.239], [0.435, 0.579, 0.347], [0.533, 0.645, 0.528], [0.744, 0.448, 0.701], [0.275, 0.383, 0.333], [1.128, 1.546, 1.129], [1.030, 0.814, 0.821], [3.249, 1.984, 2.721], [0.019, 0.019, 0.018], [1.030, 3.827, 1.065], [0.712, 0.724, 1.971], [4.214, 2.150, 1.238], [8.369, 2.155, 5.458], [0.291, 0.198, 0.278], [0.144, 0.141, 0.208], [0.274, 0.210, 0.212], [0.625, 0.912, 0.920], [6.306, 10.236, 6.276], [0.044, 0.042, 0.056], [0.935, 0.636, 0.546], [1.192, 0.489, 0.777], [1.508, 2.804, 2.026], [2.510, 3.416, 2.472], [1.823, 1.928, 2.497], [0.309, 0.297, 0.243], [0.048, 0.052, 0.128], [0.224, 0.022, 0.156], [0.117, 0.080, 0.033], [0.243, 0.077, 0.084], [0.148, 0.023, 0.065], [0.155, 0.015, 0.015], [0.175, 0.069, 0.011]
+[0.003, 0.002, 0.003], [0.545, 0.017, 0.014], [0.814, 0.036, 0.130], [0.364, 0.294, 0.067], [0.311, 0.243, 0.266], [0.509, 0.393, 0.528], [0.064, 0.022, 0.017], [0.086, 0.023, 0.018], [0.398, 0.394, 0.643], [0.574, 0.591, 0.476], [0.442, 0.142, 0.279], [0.178, 0.326, 0.183], [0.645, 0.419, 0.548], [0.612, 0.602, 0.605], [0.626, 0.493, 0.500], [0.377, 0.344, 0.289], [1.135, 1.448, 1.121], [0.814, 0.788, 0.854], [2.765, 3.399, 2.693], [0.020, 0.024, 0.020], [2.900, 2.017, 0.672], [1.048, 0.733, 1.059], [3.524, 0.908, 0.899], [9.213, 3.082, 3.055], [0.200, 0.307, 0.284], [0.144, 0.144, 0.204], [0.208, 0.196, 0.272], [0.880, 0.867, 0.664], [7.133, 10.164, 6.277], [0.196, 0.046, 0.042], [0.538, 0.423, 0.612], [0.567, 1.177, 0.940], [1.992, 2.907, 2.315], [2.618, 2.618, 1.923], [2.032, 2.638, 2.547], [0.306, 0.300, 0.269], [0.047, 0.230, 0.038], [0.025, 0.029, 0.022], [0.137, 0.030, 0.025], [0.162, 0.063, 0.067], [0.021, 0.019, 0.217], [0.146, 0.019, 0.015], [0.011, 0.014, 0.012]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.24GB.json b/clickhouse-cloud/results/aws.24GB.json
index 267d8ecdd..e58355fe0 100644
--- a/clickhouse-cloud/results/aws.24GB.json
+++ b/clickhouse-cloud/results/aws.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 739.135,
+    "load_time": 1052.824,
     "data_size": 9945948486,
 
     "result": [
-[0.002, 0.002, 0.002], [0.582, 0.037, 0.026], [0.406, 0.167, 0.166], [0.861, 1.003, 0.760], [1.871, 2.588, 1.564], [3.268, 3.994, 4.286], [0.199, 0.071, 0.170], [0.084, 0.035, 0.041], [2.165, 1.884, 1.930], [2.938, 2.717, 2.621], [0.769, 0.706, 0.647], [1.055, 0.844, 0.807], [2.553, 2.607, 2.983], [3.876, 4.563, 3.922], [3.851, 3.861, 3.517], [1.912, 1.955, 2.385], [9.174, 9.358, 10.252], [7.517, 7.820, 6.840], [28.548, 33.855, 27.005], [0.085, 0.087, 0.088], [29.392, 5.020, 13.631], [5.525, 5.305, 5.485], [6.198, 35.957, 6.160], [73.796, 62.082, 19.994], [1.611, 1.376, 1.497], [0.922, 1.014, 0.930], [1.412, 1.436, 1.357], [4.594, 4.708, 4.630], [50.447, 53.616, 50.026], [0.192, 0.219, 0.172], [2.885, 2.699, 2.752], [5.675, 3.727, 4.251], [28.491, 27.684, 23.938], [24.625, 24.094, 23.389], [24.296, 24.706, 23.955], [1.349, 1.379, 1.338], [0.145, 0.142, 0.146], [0.060, 0.059, 0.056], [0.060, 0.061, 0.059], [0.268, 0.264, 0.291], [0.035, 0.035, 0.027], [0.023, 0.022, 0.025], [0.019, 0.021, 0.019]
+[0.002, 0.002, 0.019], [0.099, 0.091, 0.693], [0.750, 0.287, 0.164], [0.852, 0.788, 0.914], [4.616, 4.045, 1.746], [4.989, 3.391, 2.585], [0.104, 0.101, 0.070], [0.081, 0.035, 0.057], [3.727, 3.784, 1.958], [2.767, 2.172, 2.305], [0.858, 0.754, 0.642], [1.051, 1.133, 1.098], [2.796, 3.622, 2.370], [5.311, 3.648, 5.368], [3.555, 4.627, 4.491], [1.945, 1.784, 1.839], [9.482, 9.031, 13.753], [6.809, 6.568, 6.887], [34.108, 29.408, 35.567], [0.085, 0.086, 0.086], [31.140, 12.432, 4.841], [5.272, 5.233, 5.269], [9.027, 8.532, 8.389], [73.947, 17.913, 18.557], [1.852, 1.410, 1.338], [0.918, 0.919, 0.915], [1.347, 1.881, 1.372], [4.688, 6.477, 6.399], [53.576, 77.536, 49.449], [0.217, 0.159, 0.177], [3.518, 3.550, 3.435], [10.940, 4.182, 3.230], [48.801, 29.012, 23.470], [30.989, 23.017, 22.368], [22.690, 22.369, 22.176], [1.386, 1.897, 1.354], [0.138, 0.182, 0.189], [0.075, 0.070, 0.075], [0.201, 0.126, 0.060], [0.352, 0.635, 0.278], [0.044, 0.048, 0.033], [0.320, 0.021, 0.031], [0.022, 0.022, 0.019]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.360GB.json b/clickhouse-cloud/results/aws.360GB.json
index 2ddb5c65f..3b9d44e07 100644
--- a/clickhouse-cloud/results/aws.360GB.json
+++ b/clickhouse-cloud/results/aws.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 194.068,
-    "data_size": 9945472603,
+    "load_time": 193.006,
+    "data_size": 9946656363,
 
     "result": [
-[0.003, 0.003, 0.002], [0.509, 0.013, 0.261], [0.467, 0.112, 0.025], [0.753, 0.037, 0.035], [0.189, 0.184, 0.187], [0.528, 0.238, 0.211], [0.014, 0.137, 0.014], [0.051, 0.017, 0.017], [0.584, 0.312, 0.325], [0.345, 0.458, 0.341], [0.133, 0.334, 0.133], [0.337, 0.227, 0.132], [0.425, 0.226, 0.231], [0.345, 0.435, 0.353], [0.413, 0.280, 0.384], [0.215, 0.167, 0.221], [0.762, 0.671, 0.661], [0.538, 0.490, 0.493], [1.636, 1.273, 1.390], [0.016, 0.015, 0.015], [2.035, 0.401, 0.402], [0.437, 0.450, 0.435], [1.920, 1.630, 0.502], [4.600, 1.385, 1.348], [0.131, 0.131, 0.378], [0.098, 0.105, 0.098], [0.135, 0.131, 0.130], [0.643, 0.391, 0.378], [3.571, 3.510, 3.553], [0.037, 0.104, 0.036], [0.391, 0.240, 0.252], [0.591, 0.315, 0.392], [1.715, 1.604, 1.240], [1.133, 1.186, 1.197], [1.112, 1.176, 1.145], [0.189, 0.178, 0.205], [0.038, 0.038, 0.037], [0.023, 0.023, 0.022], [0.024, 0.025, 0.112], [0.065, 0.401, 0.064], [0.171, 0.015, 0.017], [0.160, 0.015, 0.015], [0.012, 0.011, 0.012]
+[0.003, 0.002, 0.003], [1.224, 0.013, 0.410], [0.489, 0.024, 0.024], [0.381, 0.142, 0.179], [0.276, 0.215, 0.198], [0.222, 0.441, 0.210], [0.085, 0.014, 0.015], [0.059, 0.084, 0.016], [0.312, 0.296, 0.642], [0.409, 0.325, 0.329], [0.245, 0.119, 0.127], [0.282, 0.141, 0.321], [0.235, 0.229, 0.225], [0.514, 0.359, 0.385], [0.441, 0.270, 0.384], [0.229, 0.228, 0.224], [0.716, 0.619, 0.641], [0.554, 0.465, 0.590], [1.701, 1.702, 1.261], [0.016, 0.016, 0.015], [1.846, 1.095, 0.396], [0.435, 0.435, 0.426], [2.153, 1.290, 0.514], [1.625, 5.172, 1.315], [0.129, 0.126, 0.180], [0.096, 0.097, 0.095], [0.128, 0.127, 0.126], [0.396, 0.383, 0.393], [3.507, 3.867, 3.495], [0.096, 0.035, 0.038], [0.363, 0.256, 0.243], [0.645, 0.312, 0.336], [1.384, 1.658, 1.602], [1.194, 1.364, 1.191], [1.160, 1.114, 1.187], [0.201, 0.188, 0.137], [0.036, 0.140, 0.036], [0.022, 0.023, 0.024], [0.168, 0.024, 0.025], [0.157, 0.061, 0.066], [0.016, 0.161, 0.017], [0.015, 0.016, 0.097], [0.013, 0.012, 0.012]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.48GB.json b/clickhouse-cloud/results/aws.48GB.json
index c3d685574..71aa0ef00 100644
--- a/clickhouse-cloud/results/aws.48GB.json
+++ b/clickhouse-cloud/results/aws.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 320.366,
+    "load_time": 473.202,
     "data_size": 9941848624,
 
     "result": [
-[0.002, 0.002, 0.002], [0.044, 1.109, 0.925], [0.705, 0.177, 0.124], [0.787, 0.204, 0.200], [1.146, 1.099, 0.827], [1.936, 1.450, 1.328], [0.040, 0.039, 0.039], [0.024, 0.025, 0.057], [1.519, 1.328, 0.943], [1.812, 1.354, 1.704], [0.585, 0.458, 0.475], [0.592, 0.603, 0.721], [1.609, 1.551, 1.514], [3.020, 2.737, 2.749], [2.535, 2.178, 2.308], [1.002, 0.900, 1.294], [4.533, 4.424, 4.360], [3.931, 3.736, 3.659], [11.602, 8.506, 8.645], [0.059, 0.045, 0.058], [14.588, 3.180, 6.120], [4.306, 3.451, 2.643], [4.049, 18.113, 3.121], [40.891, 11.547, 24.837], [0.692, 0.978, 0.924], [0.472, 0.562, 0.577], [0.671, 0.898, 0.677], [2.304, 2.295, 2.859], [30.783, 39.637, 46.512], [0.599, 0.087, 0.088], [3.396, 2.730, 1.308], [6.137, 1.970, 1.635], [12.187, 19.362, 33.600], [6.931, 6.962, 6.951], [20.147, 9.592, 9.725], [0.788, 0.707, 0.799], [0.298, 0.154, 0.163], [0.577, 0.056, 0.074], [0.238, 0.056, 0.056], [0.484, 0.302, 1.048], [0.298, 0.035, 0.030], [0.236, 0.100, 0.019], [0.020, 0.181, 0.017]
+[0.002, 0.002, 0.002], [0.926, 0.025, 0.027], [0.799, 0.187, 0.094], [0.324, 0.750, 1.286], [0.801, 1.429, 0.819], [1.757, 1.283, 1.271], [0.042, 0.155, 0.041], [0.048, 0.050, 0.034], [1.490, 2.006, 1.914], [1.235, 2.338, 2.319], [0.742, 0.750, 0.803], [0.593, 0.805, 0.467], [2.600, 1.255, 1.303], [3.145, 3.644, 2.733], [2.706, 2.665, 2.668], [1.515, 1.448, 1.386], [4.621, 7.533, 5.736], [4.594, 3.098, 4.783], [10.512, 15.305, 12.982], [0.059, 0.046, 0.069], [15.146, 4.070, 4.091], [4.876, 3.779, 8.053], [18.226, 8.897, 4.313], [37.497, 7.966, 7.843], [1.189, 1.151, 1.182], [0.825, 0.466, 0.842], [0.957, 0.711, 0.936], [3.380, 2.273, 4.041], [26.075, 24.401, 48.558], [0.128, 0.473, 0.097], [2.327, 2.256, 2.189], [2.905, 1.750, 1.747], [12.127, 31.443, 25.790], [9.841, 17.735, 9.302], [12.980, 10.074, 9.705], [1.099, 0.769, 0.689], [0.155, 0.163, 0.260], [0.532, 0.165, 0.076], [0.196, 0.186, 0.053], [0.622, 0.336, 0.223], [0.222, 0.034, 0.036], [0.227, 0.125, 0.028], [0.174, 0.022, 0.105]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.96GB.json b/clickhouse-cloud/results/aws.96GB.json
index a2ca8c6a3..697eeb50f 100644
--- a/clickhouse-cloud/results/aws.96GB.json
+++ b/clickhouse-cloud/results/aws.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 255.873,
-    "data_size": 9945492570,
+    "load_time": 193.218,
+    "data_size": 9951552118,
 
     "result": [
-[0.003, 0.002, 0.002], [0.020, 0.487, 0.015], [1.322, 0.164, 0.127], [0.419, 0.123, 0.113], [0.722, 0.452, 0.462], [0.989, 1.016, 1.164], [0.075, 0.025, 0.026], [0.074, 0.052, 0.026], [0.860, 0.833, 0.796], [0.883, 0.891, 0.903], [0.293, 0.309, 0.316], [0.529, 0.350, 0.473], [0.766, 1.029, 0.995], [1.025, 1.538, 1.455], [1.150, 1.345, 0.855], [0.812, 0.579, 0.697], [3.092, 2.252, 2.087], [1.667, 2.297, 1.949], [5.432, 3.966, 5.428], [0.033, 0.172, 0.036], [5.916, 3.831, 1.806], [2.099, 2.015, 2.131], [8.264, 2.593, 2.497], [17.026, 6.457, 6.400], [0.369, 1.063, 0.535], [0.353, 0.354, 0.248], [0.358, 0.353, 0.494], [1.173, 1.766, 1.655], [21.166, 21.536, 12.593], [0.193, 0.077, 0.058], [1.464, 0.943, 0.707], [2.919, 1.180, 1.199], [4.286, 6.385, 3.795], [3.537, 4.981, 5.336], [5.316, 3.497, 5.351], [0.569, 0.611, 0.519], [0.067, 0.263, 0.049], [0.039, 0.793, 0.029], [0.192, 0.039, 0.038], [0.087, 0.121, 0.256], [0.157, 0.023, 0.016], [0.129, 0.013, 0.021], [0.015, 0.014, 0.017]
+[0.002, 0.002, 0.002], [0.537, 0.020, 0.020], [0.059, 0.866, 0.748], [0.508, 0.107, 0.098], [0.645, 0.579, 0.601], [0.915, 1.069, 0.778], [0.113, 0.024, 0.065], [0.051, 0.051, 0.022], [0.798, 0.674, 0.657], [0.761, 0.791, 0.651], [0.457, 0.285, 0.226], [0.382, 0.380, 0.270], [0.646, 0.849, 0.817], [1.480, 1.368, 1.419], [1.378, 1.079, 1.136], [0.800, 0.760, 0.648], [3.061, 2.518, 2.875], [1.592, 1.557, 1.578], [6.683, 5.411, 5.038], [0.030, 0.037, 0.038], [1.450, 6.246, 1.541], [1.404, 1.453, 1.359], [9.429, 2.158, 1.924], [18.098, 12.052, 4.969], [0.355, 0.353, 0.354], [0.349, 0.250, 0.262], [0.355, 0.402, 0.472], [1.412, 1.423, 1.629], [14.163, 14.203, 12.995], [0.080, 0.079, 0.078], [0.707, 0.676, 0.962], [1.628, 1.423, 1.129], [5.350, 3.484, 5.501], [4.792, 4.392, 4.632], [3.578, 3.619, 4.770], [0.489, 0.486, 0.460], [0.057, 0.053, 0.050], [0.036, 0.040, 0.031], [0.027, 0.028, 0.033], [0.122, 0.092, 0.082], [0.017, 0.022, 0.021], [0.015, 0.018, 0.016], [0.013, 0.012, 0.013]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.dev.json b/clickhouse-cloud/results/aws.dev.json
index e71139856..404a40093 100644
--- a/clickhouse-cloud/results/aws.dev.json
+++ b/clickhouse-cloud/results/aws.dev.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "dev",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 387.712,
-    "data_size": 9945234118,
+    "load_time": 431.417,
+    "data_size": 9942410878,
 
     "result": [
-[0.002, 0.002, 0.002], [0.029, 0.032, 0.023], [0.154, 0.131, 0.118], [0.219, 0.194, 0.172], [0.994, 1.230, 1.222], [1.314, 1.279, 1.997], [0.039, 0.041, 0.070], [0.033, 0.026, 0.049], [1.487, 1.421, 1.386], [1.777, 1.161, 1.100], [0.670, 0.557, 0.518], [0.511, 0.649, 0.665], [2.248, 1.317, 1.317], [3.410, 3.382, 3.075], [1.705, 1.598, 1.665], [1.363, 1.203, 1.081], [5.549, 4.499, 5.266], [3.189, 3.542, 3.237], [13.366, 16.236, 13.010], [0.059, 0.060, 0.059], [2.775, 2.557, 3.386], [3.540, 2.682, 3.226], [4.228, 3.947, 3.199], [9.596, 9.784, 9.668], [0.804, 0.700, 1.000], [0.477, 0.473, 0.468], [0.704, 0.695, 0.710], [2.712, 2.510, 14.255], [24.713, 24.362, 25.290], [0.093, 0.106, 0.092], [1.341, 1.235, 1.358], [1.993, 1.716, 1.852], [11.824, 11.854, 11.349], [11.336, 11.368, 12.047], [12.257, 11.562, 11.067], [0.837, 0.698, 0.712], [0.107, 0.106, 0.121], [0.055, 0.065, 0.063], [0.058, 0.056, 0.059], [0.235, 0.227, 0.227], [0.031, 0.025, 0.026], [0.029, 0.023, 0.025], [0.026, 0.020, 0.019]
+[0.002, 0.003, 0.002], [0.175, 0.040, 0.021], [0.094, 0.087, 0.088], [0.342, 0.250, 0.294], [1.248, 0.883, 0.781], [2.082, 1.283, 2.115], [0.044, 0.100, 0.039], [0.022, 0.046, 0.022], [1.397, 0.931, 1.207], [1.609, 1.765, 1.165], [0.503, 0.482, 0.509], [0.475, 0.658, 0.656], [1.401, 1.768, 1.275], [2.726, 2.828, 2.774], [2.491, 1.770, 2.464], [1.212, 0.963, 1.228], [4.251, 5.315, 4.081], [2.934, 3.416, 3.128], [15.039, 12.500, 14.617], [0.048, 0.058, 0.046], [3.133, 2.786, 2.714], [2.835, 2.755, 2.835], [3.604, 3.100, 3.132], [10.676, 9.144, 9.159], [0.749, 0.749, 0.793], [0.543, 0.679, 0.543], [0.764, 0.788, 0.701], [2.536, 2.339, 2.256], [24.481, 27.061, 26.650], [0.103, 0.089, 0.090], [1.312, 1.406, 1.363], [2.371, 1.956, 1.957], [13.340, 11.670, 3.311], [11.706, 11.753, 13.520], [13.388, 11.366, 13.046], [0.798, 0.677, 0.842], [0.076, 0.085, 0.087], [0.039, 0.036, 0.057], [0.039, 0.046, 0.038], [0.161, 0.170, 0.157], [0.033, 0.028, 0.028], [0.017, 0.024, 0.019], [0.014, 0.017, 0.015]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.192GB.json b/clickhouse-cloud/results/azure.192GB.json
index e608b4ca4..0d9f2480f 100644
--- a/clickhouse-cloud/results/azure.192GB.json
+++ b/clickhouse-cloud/results/azure.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 247.635,
-    "data_size": 9943807564,
+    "load_time": 179.433,
+    "data_size": 9944602782,
 
     "result": [
-[0.003, 0.002, 0.005], [2.307, 0.022, 4.288], [2.371, 0.050, 0.610], [4.312, 4.509, 0.179], [0.408, 0.277, 0.424], [6.949, 0.614, 2.734], [0.018, 0.016, 2.072], [0.020, 0.024, 0.023], [2.521, 3.664, 0.712], [0.534, 2.397, 0.481], [0.193, 0.246, 0.282], [0.278, 0.223, 0.160], [0.514, 0.734, 0.423], [0.588, 2.718, 0.524], [1.247, 0.494, 0.997], [0.609, 0.332, 0.356], [1.240, 1.126, 1.203], [0.810, 0.736, 0.736], [4.778, 5.184, 4.705], [0.019, 0.028, 0.030], [22.247, 0.573, 13.528], [1.304, 1.251, 1.207], [1.412, 1.396, 13.366], [26.021, 3.470, 3.510], [0.240, 0.213, 0.273], [0.240, 0.222, 0.218], [0.210, 0.217, 0.304], [1.012, 0.980, 0.618], [5.527, 5.508, 8.750], [0.177, 0.040, 0.059], [0.575, 0.732, 0.409], [0.553, 3.300, 0.557], [2.060, 1.911, 2.349], [3.513, 1.780, 1.771], [2.092, 1.939, 1.888], [0.512, 0.448, 0.278], [0.064, 0.039, 0.039], [0.022, 0.038, 0.021], [0.038, 0.025, 0.041], [0.067, 0.077, 0.065], [0.014, 0.020, 0.014], [0.019, 0.014, 0.020], [0.010, 0.010, 0.009]
+[0.004, 0.004, 0.003], [0.620, 0.513, 0.013], [0.039, 0.035, 0.037], [2.414, 0.049, 0.049], [0.269, 1.362, 0.257], [4.409, 0.443, 0.417], [0.015, 0.253, 0.140], [0.022, 0.025, 0.031], [0.764, 0.499, 0.435], [2.650, 0.856, 1.411], [0.241, 0.199, 0.160], [0.241, 0.193, 0.163], [1.509, 0.473, 0.438], [0.868, 0.848, 0.598], [0.516, 0.616, 0.477], [0.482, 0.343, 0.862], [1.254, 3.045, 1.181], [0.794, 1.835, 1.013], [4.300, 4.094, 3.401], [0.019, 0.020, 0.019], [20.530, 9.006, 0.571], [0.793, 1.218, 0.748], [0.868, 12.310, 0.801], [2.503, 33.159, 2.474], [0.240, 0.197, 1.134], [0.203, 0.186, 0.167], [0.252, 0.251, 0.218], [0.764, 0.594, 0.612], [6.381, 5.763, 5.850], [0.041, 0.047, 0.041], [0.385, 0.394, 0.906], [0.633, 2.564, 0.728], [2.646, 3.091, 2.635], [6.077, 1.803, 1.982], [1.938, 2.838, 1.831], [0.269, 0.377, 0.279], [0.046, 0.045, 0.041], [0.022, 0.021, 0.023], [0.026, 0.042, 0.025], [0.076, 0.066, 0.072], [0.016, 0.014, 0.018], [0.013, 0.013, 0.020], [0.010, 0.010, 0.014]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.24GB.json b/clickhouse-cloud/results/azure.24GB.json
index e963a0642..5fbeab2f3 100644
--- a/clickhouse-cloud/results/azure.24GB.json
+++ b/clickhouse-cloud/results/azure.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 773.556,
-    "data_size": 9948899168,
+    "load_time": 996.614,
+    "data_size": 9949446897,
 
     "result": [
-[0.004, 0.003, 0.003], [0.571, 0.260, 0.021], [0.176, 0.200, 2.246], [0.398, 0.316, 0.261], [4.344, 3.115, 5.081], [2.504, 2.610, 7.731], [0.087, 0.047, 0.046], [0.031, 0.043, 0.061], [1.748, 1.758, 4.196], [7.606, 2.569, 5.047], [0.975, 0.607, 0.608], [0.801, 0.784, 3.457], [6.314, 6.136, 9.120], [4.288, 3.827, 3.951], [3.636, 4.057, 3.674], [2.516, 2.159, 6.236], [9.640, 8.561, 9.309], [6.380, 6.404, 6.712], [33.009, 29.085, 24.776], [0.068, 0.068, 0.100], [4.914, 51.880, 4.476], [4.712, 5.982, 5.707], [6.750, 15.802, 6.546], [17.445, 17.728, 21.473], [1.414, 1.590, 1.268], [1.058, 0.877, 0.903], [1.244, 1.237, 1.328], [4.443, 4.675, 6.023], [42.783, 55.563, 53.766], [0.158, 0.139, 0.138], [2.395, 2.500, 2.269], [3.503, 3.411, 2.912], [23.499, 22.532, 22.772], [20.396, 33.081, 29.388], [20.596, 27.976, 29.434], [1.377, 1.389, 1.240], [0.127, 0.129, 0.136], [0.073, 0.063, 0.063], [0.050, 0.049, 0.049], [0.296, 0.356, 0.261], [0.026, 0.023, 0.024], [0.027, 0.020, 0.017], [0.015, 0.017, 0.014]
+[0.002, 0.002, 0.004], [0.034, 2.379, 0.094], [0.714, 0.143, 0.389], [4.091, 2.697, 0.509], [1.981, 2.133, 1.940], [5.520, 7.871, 3.269], [0.050, 0.052, 0.045], [0.045, 0.048, 0.038], [2.488, 1.994, 3.025], [4.400, 2.372, 2.552], [0.757, 0.874, 0.658], [0.846, 1.013, 2.086], [4.073, 3.799, 2.694], [4.070, 4.181, 4.319], [4.558, 4.619, 3.647], [2.610, 2.423, 2.398], [10.265, 9.141, 14.487], [7.824, 7.292, 8.607], [34.199, 36.638, 28.564], [0.127, 0.068, 0.068], [5.626, 4.841, 4.380], [4.706, 5.688, 4.797], [5.569, 5.957, 5.404], [16.840, 22.267, 15.997], [1.741, 1.352, 1.233], [1.102, 0.895, 0.912], [1.216, 1.237, 1.540], [4.501, 4.131, 4.879], [42.770, 55.407, 42.765], [0.142, 0.190, 0.159], [2.408, 2.435, 2.314], [3.591, 5.758, 5.299], [23.721, 22.908, 24.942], [21.027, 21.396, 30.619], [29.669, 21.190, 20.194], [1.346, 1.375, 1.304], [0.125, 0.134, 0.121], [0.046, 0.066, 0.049], [0.069, 0.051, 0.069], [0.354, 0.252, 0.248], [0.025, 0.039, 0.024], [0.020, 0.017, 0.017], [0.022, 0.023, 0.018]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.360GB.json b/clickhouse-cloud/results/azure.360GB.json
index 5246e1c90..7bf509422 100644
--- a/clickhouse-cloud/results/azure.360GB.json
+++ b/clickhouse-cloud/results/azure.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 198.271,
-    "data_size": 9947255706,
+    "load_time": 206.948,
+    "data_size": 9944483060,
 
     "result": [
-[0.004, 0.004, 0.003], [2.401, 0.019, 0.542], [0.256, 0.333, 0.039], [0.583, 0.042, 0.036], [0.216, 0.212, 0.234], [0.274, 0.777, 0.261], [0.015, 0.016, 0.114], [0.015, 0.065, 0.015], [4.705, 1.753, 1.026], [0.468, 0.386, 0.400], [0.266, 0.198, 0.222], [0.201, 0.156, 5.123], [0.316, 0.289, 0.672], [0.392, 2.643, 0.436], [0.647, 2.241, 0.359], [0.272, 0.237, 0.227], [0.880, 1.306, 0.752], [0.649, 0.714, 0.666], [1.581, 4.991, 1.629], [0.023, 0.020, 0.014], [5.253, 0.627, 0.650], [14.117, 2.364, 0.541], [0.636, 0.641, 0.620], [30.648, 1.752, 1.587], [0.649, 0.149, 0.141], [0.111, 0.164, 0.112], [0.189, 0.204, 0.154], [0.441, 0.443, 0.518], [3.991, 8.213, 5.642], [0.305, 0.036, 0.036], [0.299, 0.278, 0.256], [0.401, 0.375, 3.987], [1.886, 1.757, 1.755], [1.395, 1.414, 2.154], [1.472, 2.090, 2.142], [0.249, 0.168, 0.240], [0.039, 0.059, 0.037], [0.033, 0.025, 0.034], [0.037, 0.026, 0.025], [0.070, 0.072, 0.100], [0.018, 0.015, 0.024], [0.013, 0.018, 0.019], [0.010, 0.011, 0.011]
+[0.003, 0.004, 0.003], [0.013, 0.437, 0.013], [0.026, 0.026, 0.027], [0.650, 3.294, 0.141], [0.215, 0.206, 0.196], [0.925, 0.267, 2.918], [0.146, 0.012, 0.143], [0.046, 0.016, 0.016], [0.875, 0.515, 0.383], [0.419, 0.931, 0.366], [0.141, 0.240, 0.133], [0.262, 0.145, 0.142], [0.323, 0.556, 0.297], [0.619, 0.758, 0.370], [0.385, 0.317, 0.361], [0.274, 0.262, 0.217], [1.268, 1.084, 0.849], [0.694, 1.064, 0.482], [3.024, 4.617, 2.364], [0.018, 0.015, 0.014], [15.730, 0.425, 3.779], [0.494, 0.644, 4.970], [0.592, 0.594, 0.580], [1.611, 24.398, 7.266], [0.209, 0.145, 0.157], [0.119, 0.117, 0.107], [0.156, 0.144, 0.139], [0.695, 0.665, 0.655], [4.013, 5.410, 3.789], [0.047, 0.035, 0.035], [0.411, 0.279, 0.254], [0.566, 0.363, 0.522], [2.000, 2.089, 1.991], [2.145, 1.417, 1.365], [1.284, 1.260, 1.423], [0.212, 0.216, 0.362], [0.054, 0.041, 0.037], [0.034, 0.023, 0.023], [0.024, 0.025, 0.025], [0.096, 0.067, 0.071], [0.013, 0.013, 0.013], [0.014, 0.021, 0.013], [0.011, 0.019, 0.010]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.48GB.json b/clickhouse-cloud/results/azure.48GB.json
index 627dbb1ff..c437b9e3c 100644
--- a/clickhouse-cloud/results/azure.48GB.json
+++ b/clickhouse-cloud/results/azure.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 428.996,
-    "data_size": 9943776096,
+    "load_time": 421.831,
+    "data_size": 9943149408,
 
     "result": [
-[0.004, 0.003, 0.004], [2.502, 8.321, 0.023], [0.571, 0.197, 0.083], [0.205, 3.650, 5.332], [1.746, 0.777, 1.970], [6.224, 1.290, 1.238], [0.037, 2.043, 0.033], [0.079, 0.045, 0.021], [1.851, 1.345, 1.655], [2.244, 2.243, 4.658], [2.239, 0.360, 0.629], [0.797, 0.759, 0.734], [2.975, 1.311, 1.506], [4.913, 2.738, 1.957], [2.658, 4.492, 3.239], [1.182, 1.039, 2.226], [5.004, 5.007, 5.110], [3.194, 5.890, 3.964], [18.330, 17.433, 10.865], [0.232, 0.040, 0.040], [3.333, 49.786, 2.805], [10.126, 2.691, 2.629], [4.525, 7.208, 19.398], [7.719, 12.700, 7.566], [0.651, 0.706, 0.960], [0.479, 0.692, 0.568], [0.635, 0.644, 0.679], [3.398, 2.136, 3.086], [22.571, 59.683, 28.302], [2.517, 0.439, 0.079], [1.934, 8.429, 1.788], [22.701, 3.589, 24.073], [20.650, 15.132, 20.894], [10.843, 9.226, 10.126], [9.218, 7.078, 7.496], [0.957, 0.912, 0.778], [0.132, 0.155, 0.118], [0.066, 0.045, 0.047], [0.049, 0.065, 0.061], [0.229, 0.323, 0.229], [0.025, 0.022, 0.023], [0.113, 0.026, 0.016], [0.023, 0.016, 0.020]
+[0.003, 0.004, 0.003], [0.017, 4.276, 0.013], [2.080, 0.090, 0.103], [0.150, 2.660, 0.129], [0.834, 2.457, 0.814], [2.880, 2.217, 3.680], [0.027, 0.050, 0.025], [0.020, 0.020, 0.088], [2.288, 1.200, 1.308], [2.573, 1.456, 2.592], [0.543, 0.609, 0.373], [0.483, 0.473, 0.450], [3.170, 3.090, 3.865], [2.528, 2.210, 5.297], [4.252, 3.444, 1.864], [1.328, 2.023, 1.252], [5.116, 8.513, 7.941], [3.703, 4.716, 3.957], [16.741, 9.718, 10.978], [0.045, 0.049, 0.070], [2.926, 2.677, 11.924], [4.291, 24.665, 3.146], [80.540, 9.023, 11.270], [15.785, 8.670, 11.591], [0.644, 0.946, 3.205], [0.646, 0.631, 0.649], [0.919, 0.794, 0.624], [31.878, 2.160, 2.831], [32.595, 21.571, 21.307], [0.107, 0.107, 0.082], [1.978, 1.229, 1.549], [2.032, 1.723, 6.201], [12.699, 29.614, 29.192], [6.593, 6.349, 6.389], [13.080, 6.440, 12.019], [0.919, 0.847, 1.554], [0.113, 0.116, 0.099], [0.061, 0.045, 0.076], [0.053, 0.064, 0.065], [0.246, 0.218, 0.225], [0.023, 0.034, 0.036], [0.016, 0.016, 0.024], [0.015, 0.012, 0.015]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.96GB.json b/clickhouse-cloud/results/azure.96GB.json
index 3ce3fe27b..d2fae4cef 100644
--- a/clickhouse-cloud/results/azure.96GB.json
+++ b/clickhouse-cloud/results/azure.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 212.485,
-    "data_size": 9941683420,
+    "load_time": 365.459,
+    "data_size": 9946274818,
 
     "result": [
-[0.002, 0.003, 0.004], [0.015, 0.014, 0.013], [0.054, 0.985, 0.057], [2.785, 0.074, 10.520], [0.952, 2.476, 0.420], [0.813, 9.004, 1.677], [0.090, 0.017, 0.019], [0.078, 0.015, 2.092], [1.303, 0.696, 1.019], [0.690, 0.714, 5.284], [0.370, 0.241, 0.256], [2.344, 0.293, 0.285], [2.877, 0.745, 0.650], [2.248, 1.563, 1.083], [1.231, 1.037, 1.878], [1.291, 0.936, 0.778], [2.400, 2.110, 2.087], [2.645, 1.862, 1.922], [8.033, 8.848, 6.992], [0.025, 0.048, 0.070], [1.173, 1.174, 1.161], [40.547, 8.478, 1.706], [1.640, 1.629, 24.727], [8.309, 4.661, 4.451], [0.338, 0.428, 0.390], [0.287, 0.259, 0.332], [0.392, 0.399, 0.375], [1.313, 1.154, 1.278], [12.322, 12.543, 25.879], [0.069, 0.057, 0.251], [1.811, 0.892, 0.644], [9.911, 0.984, 0.907], [6.388, 3.774, 4.259], [3.493, 4.950, 4.908], [3.487, 5.362, 3.774], [1.063, 3.724, 0.654], [0.060, 0.059, 0.533], [0.030, 0.307, 0.028], [0.033, 0.321, 0.042], [0.106, 0.338, 0.158], [0.304, 0.272, 0.019], [0.014, 0.126, 0.013], [0.013, 0.011, 0.010]
+[0.002, 0.002, 0.002], [0.013, 0.290, 0.025], [0.228, 1.172, 0.052], [0.071, 2.186, 0.259], [0.526, 0.537, 0.485], [2.859, 0.684, 0.652], [0.211, 0.019, 0.051], [0.019, 0.016, 0.017], [1.618, 1.200, 0.688], [0.703, 2.620, 0.823], [0.409, 0.210, 0.420], [0.486, 0.286, 0.271], [0.821, 0.655, 1.848], [0.979, 2.500, 0.998], [1.987, 0.927, 0.842], [1.413, 0.785, 0.591], [2.417, 2.856, 2.645], [1.534, 1.442, 3.157], [9.937, 7.780, 4.272], [0.025, 0.038, 0.025], [9.649, 4.223, 1.097], [1.224, 1.295, 1.312], [3.540, 8.717, 1.542], [7.061, 10.384, 3.888], [0.332, 0.360, 0.347], [0.247, 0.240, 0.347], [0.328, 0.346, 0.539], [1.179, 1.247, 1.187], [11.328, 10.494, 10.414], [0.085, 0.061, 0.052], [1.197, 1.021, 0.765], [1.001, 0.960, 0.857], [4.307, 16.035, 14.416], [3.307, 16.118, 3.201], [7.182, 27.812, 3.471], [0.428, 0.400, 0.415], [0.052, 0.055, 0.127], [0.084, 0.235, 0.028], [0.030, 0.030, 0.058], [0.234, 0.095, 0.297], [2.231, 0.217, 0.017], [0.107, 0.127, 0.013], [0.012, 0.010, 0.026]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.192GB.json b/clickhouse-cloud/results/gcp.192GB.json
index f2a7d001b..ae4cdb0f9 100644
--- a/clickhouse-cloud/results/gcp.192GB.json
+++ b/clickhouse-cloud/results/gcp.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 192.567,
-    "data_size": 9947016539,
+    "load_time": 207.295,
+    "data_size": 9945293659,
 
     "result": [
-[0.003, 0.003, 0.003], [0.691, 0.019, 0.110], [0.519, 0.046, 0.057], [0.058, 0.543, 0.057], [0.618, 0.445, 0.328], [0.748, 0.606, 0.489], [0.202, 0.020, 0.022], [0.089, 0.099, 0.025], [0.877, 0.823, 0.635], [0.726, 0.888, 0.632], [0.312, 0.332, 0.218], [0.490, 0.240, 0.231], [0.654, 0.584, 0.483], [0.867, 0.978, 0.800], [0.964, 0.767, 0.864], [0.438, 0.366, 0.467], [1.420, 1.436, 1.750], [1.024, 1.220, 0.983], [3.988, 2.860, 3.932], [0.024, 0.029, 0.024], [0.767, 0.748, 2.991], [0.812, 0.715, 2.449], [3.236, 0.865, 0.943], [9.308, 3.036, 9.987], [0.417, 0.231, 0.217], [0.169, 0.186, 0.182], [0.225, 0.225, 0.255], [0.710, 1.804, 0.664], [6.480, 7.473, 6.636], [0.050, 0.324, 0.050], [0.745, 0.563, 0.539], [0.882, 1.311, 0.749], [2.434, 2.308, 2.907], [2.752, 2.551, 2.462], [2.511, 2.786, 2.445], [0.341, 0.309, 0.281], [0.161, 0.059, 0.053], [0.036, 0.202, 0.036], [0.158, 0.036, 0.039], [0.215, 0.100, 0.097], [0.019, 0.020, 0.021], [0.163, 0.021, 0.019], [0.016, 0.014, 0.015]
+[0.003, 0.003, 0.003], [0.674, 0.592, 0.017], [0.357, 0.129, 0.248], [0.460, 0.049, 0.053], [0.312, 0.255, 0.305], [0.798, 0.397, 0.422], [0.018, 0.218, 0.018], [0.164, 0.019, 0.020], [0.500, 0.853, 0.509], [0.902, 0.642, 0.488], [0.173, 0.316, 0.172], [0.304, 0.184, 0.268], [0.616, 0.411, 0.470], [0.686, 0.720, 0.705], [0.850, 0.654, 0.692], [0.323, 0.306, 0.298], [1.235, 1.347, 1.417], [0.879, 0.830, 0.971], [3.639, 2.931, 3.801], [0.200, 0.021, 0.021], [2.836, 2.809, 0.590], [0.756, 0.691, 0.664], [3.219, 0.770, 2.685], [2.322, 2.240, 2.221], [0.215, 0.211, 0.254], [0.155, 0.183, 0.172], [0.366, 0.221, 0.239], [0.669, 0.862, 0.696], [8.415, 6.420, 6.497], [0.238, 0.050, 0.049], [0.783, 0.780, 0.484], [0.663, 1.573, 0.615], [3.959, 2.598, 2.188], [2.399, 2.515, 2.460], [2.275, 2.395, 2.592], [0.280, 0.311, 0.298], [0.050, 0.049, 0.171], [0.172, 0.031, 0.029], [0.032, 0.192, 0.030], [0.299, 0.086, 0.086], [0.273, 0.288, 0.017], [0.221, 0.152, 0.020], [0.015, 0.015, 0.014]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.24GB.json b/clickhouse-cloud/results/gcp.24GB.json
index e76638e01..feaca2d04 100644
--- a/clickhouse-cloud/results/gcp.24GB.json
+++ b/clickhouse-cloud/results/gcp.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 919.498,
-    "data_size": 9948862978,
+    "load_time": 1171.369,
+    "data_size": 9949971737,
 
     "result": [
-[0.003, 0.003, 0.003], [0.565, 0.037, 0.025], [0.385, 0.276, 0.733], [1.054, 0.269, 1.066], [2.154, 1.937, 1.967], [2.827, 2.824, 2.777], [0.193, 0.044, 0.112], [0.032, 0.170, 0.034], [3.006, 2.199, 2.417], [3.088, 3.241, 2.819], [0.813, 0.930, 0.743], [1.053, 0.906, 0.886], [3.873, 3.044, 3.080], [6.838, 4.474, 4.661], [4.327, 4.677, 5.530], [2.545, 2.453, 2.723], [12.024, 10.745, 10.695], [8.986, 8.046, 8.229], [30.537, 32.178, 30.725], [0.078, 0.078, 0.073], [5.020, 4.335, 24.892], [5.166, 5.188, 30.415], [28.362, 6.275, 5.920], [85.130, 19.302, 21.926], [1.794, 1.439, 3.476], [1.018, 0.972, 1.263], [1.741, 1.708, 1.447], [6.173, 4.855, 5.343], [50.255, 76.755, 61.052], [0.165, 0.154, 0.153], [5.951, 3.524, 3.175], [12.295, 4.812, 4.822], [39.771, 35.597, 39.037], [28.941, 26.446, 34.875], [36.208, 28.746, 27.857], [2.123, 1.750, 1.984], [0.158, 0.312, 0.165], [0.059, 0.059, 0.427], [0.245, 0.068, 0.061], [0.324, 0.374, 0.324], [0.364, 0.038, 0.037], [0.022, 0.028, 0.021], [0.026, 0.022, 0.024]
+[0.003, 0.003, 0.002], [1.452, 0.191, 0.035], [0.659, 0.294, 0.196], [0.691, 0.320, 0.230], [1.695, 2.502, 2.085], [4.667, 3.409, 3.368], [0.129, 0.059, 0.041], [0.032, 0.033, 0.054], [2.225, 2.038, 2.591], [3.505, 2.344, 2.413], [0.954, 0.811, 0.756], [1.164, 1.069, 0.966], [2.734, 4.078, 2.728], [4.940, 4.243, 4.654], [5.525, 5.483, 5.071], [2.269, 2.964, 1.943], [13.575, 12.908, 12.844], [9.152, 6.840, 8.532], [40.206, 34.884, 37.044], [0.086, 0.083, 0.073], [22.521, 4.240, 6.135], [6.218, 25.563, 5.347], [25.617, 7.319, 7.403], [74.678, 23.174, 22.241], [1.746, 1.412, 1.716], [0.949, 0.937, 0.948], [1.480, 1.409, 1.450], [5.634, 5.658, 5.384], [62.985, 53.682, 47.114], [0.204, 0.178, 0.164], [3.088, 3.809, 3.833], [10.836, 5.183, 5.179], [36.744, 32.717, 32.923], [25.087, 32.774, 25.800], [24.610, 28.893, 32.374], [1.716, 2.263, 2.068], [0.193, 0.376, 0.140], [0.279, 0.084, 0.083], [0.081, 0.199, 0.055], [0.509, 0.371, 0.334], [0.041, 0.037, 0.036], [0.028, 0.300, 0.023], [0.020, 0.035, 0.020]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.360GB.json b/clickhouse-cloud/results/gcp.360GB.json
index 255d22296..eb2057eb2 100644
--- a/clickhouse-cloud/results/gcp.360GB.json
+++ b/clickhouse-cloud/results/gcp.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 209.201,
-    "data_size": 9950711010,
+    "load_time": 173.025,
+    "data_size": 9943969345,
 
     "result": [
-[0.005, 0.003, 0.003], [0.022, 0.441, 0.020], [0.393, 0.040, 0.038], [0.426, 0.165, 0.040], [0.271, 0.225, 0.288], [0.298, 0.277, 0.489], [0.020, 0.181, 0.226], [0.099, 0.024, 0.079], [0.797, 0.659, 0.464], [0.818, 0.474, 0.499], [0.170, 0.312, 0.179], [0.430, 0.155, 0.171], [0.510, 0.351, 0.320], [0.475, 0.525, 0.606], [0.582, 0.384, 0.609], [0.275, 0.211, 0.210], [1.031, 0.742, 1.101], [0.550, 0.653, 0.789], [1.858, 1.753, 2.533], [0.024, 0.019, 0.018], [1.966, 0.407, 0.436], [0.448, 0.467, 1.658], [0.547, 1.852, 1.709], [5.446, 1.674, 1.497], [0.315, 0.142, 0.171], [0.119, 0.120, 0.108], [0.154, 0.152, 0.152], [0.464, 0.459, 0.448], [3.782, 3.901, 3.630], [0.046, 0.043, 0.044], [0.357, 0.303, 0.331], [0.627, 0.421, 0.428], [2.241, 2.628, 2.017], [1.674, 1.673, 1.723], [1.604, 1.710, 1.653], [0.516, 0.308, 0.259], [0.053, 0.201, 0.049], [0.029, 0.031, 0.030], [0.037, 0.041, 0.040], [0.089, 0.094, 0.086], [0.294, 0.019, 0.019], [0.227, 0.020, 0.020], [0.015, 0.016, 0.015]
+[0.003, 0.004, 0.004], [0.576, 0.566, 0.018], [0.319, 0.030, 0.324], [0.048, 0.362, 0.053], [0.310, 0.595, 0.326], [0.609, 0.513, 0.262], [0.197, 0.205, 0.021], [0.025, 0.097, 0.112], [0.722, 0.695, 0.412], [0.497, 0.542, 0.507], [0.180, 0.414, 0.154], [0.417, 0.147, 0.181], [0.323, 0.282, 0.354], [0.470, 0.463, 0.420], [0.597, 0.964, 0.654], [0.507, 0.201, 0.326], [1.090, 0.966, 0.954], [0.591, 0.498, 0.453], [1.931, 2.167, 1.841], [0.019, 0.019, 0.019], [1.896, 0.404, 0.918], [0.505, 0.525, 0.397], [2.971, 1.612, 0.503], [5.469, 1.347, 1.884], [0.301, 0.158, 0.154], [0.116, 0.141, 0.113], [0.172, 0.151, 0.179], [0.420, 0.398, 1.166], [4.454, 4.184, 4.127], [0.341, 0.039, 0.039], [0.315, 0.365, 0.336], [0.616, 0.427, 1.168], [2.238, 2.935, 2.383], [1.434, 1.427, 1.363], [1.287, 1.292, 1.365], [0.328, 0.193, 0.215], [0.193, 0.055, 0.060], [0.030, 0.026, 0.029], [0.152, 0.030, 0.030], [0.076, 0.076, 0.326], [0.268, 0.023, 0.019], [0.024, 0.021, 0.019], [0.014, 0.014, 0.012]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.48GB.json b/clickhouse-cloud/results/gcp.48GB.json
index f7baec9fb..e34ab03e7 100644
--- a/clickhouse-cloud/results/gcp.48GB.json
+++ b/clickhouse-cloud/results/gcp.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 397.322,
-    "data_size": 9942262062,
+    "load_time": 489.773,
+    "data_size": 9941915149,
 
     "result": [
-[0.003, 0.003, 0.002], [0.043, 1.804, 0.028], [0.208, 1.987, 0.407], [1.661, 0.228, 0.192], [1.809, 0.903, 0.880], [1.864, 2.417, 1.689], [0.164, 0.030, 0.031], [0.150, 0.119, 0.026], [2.086, 1.740, 1.643], [2.270, 1.972, 2.392], [0.489, 0.354, 0.557], [0.645, 0.580, 0.556], [1.966, 1.562, 1.659], [3.026, 3.551, 2.734], [2.253, 2.029, 2.811], [1.948, 1.728, 1.273], [5.912, 5.470, 5.175], [4.085, 3.509, 4.929], [14.765, 13.365, 13.392], [0.044, 0.051, 0.059], [2.817, 10.920, 2.927], [2.624, 3.262, 3.263], [21.926, 10.965, 2.970], [12.419, 35.423, 10.954], [0.929, 0.682, 0.915], [0.679, 0.504, 0.483], [0.706, 0.933, 0.743], [2.946, 7.028, 2.200], [31.539, 32.415, 24.254], [0.376, 0.098, 0.320], [3.212, 1.447, 3.010], [5.917, 2.479, 2.723], [16.014, 18.027, 17.152], [15.685, 9.262, 9.013], [8.819, 8.505, 8.738], [1.133, 1.026, 0.872], [0.289, 0.498, 0.154], [0.331, 0.064, 0.062], [0.263, 0.185, 0.060], [0.306, 0.559, 0.405], [0.319, 0.204, 0.041], [0.203, 0.018, 0.172], [0.249, 0.146, 0.018]
+[0.003, 0.003, 0.003], [1.358, 0.033, 0.075], [0.433, 1.383, 0.232], [1.094, 0.303, 0.778], [1.065, 0.983, 1.664], [2.141, 1.668, 1.605], [0.038, 0.185, 0.035], [0.028, 0.126, 0.041], [1.645, 1.734, 1.218], [1.664, 2.039, 1.813], [0.476, 0.466, 0.462], [0.537, 0.436, 0.448], [2.159, 1.911, 1.713], [3.019, 3.799, 2.280], [2.800, 2.092, 2.760], [1.325, 1.034, 2.051], [5.033, 6.545, 7.751], [5.595, 3.281, 4.069], [15.716, 12.245, 11.968], [0.056, 0.051, 0.049], [3.104, 3.004, 12.862], [10.374, 3.538, 3.099], [14.536, 3.906, 4.222], [12.848, 38.909, 7.537], [1.033, 0.719, 0.845], [0.665, 0.499, 0.607], [0.845, 0.977, 0.876], [2.165, 3.041, 3.057], [33.578, 24.899, 26.320], [0.099, 0.409, 0.102], [3.946, 1.870, 1.689], [5.952, 4.985, 2.691], [21.091, 21.569, 20.208], [9.393, 18.686, 15.194], [10.564, 9.076, 8.221], [1.156, 0.906, 1.222], [0.343, 0.129, 0.140], [0.062, 0.309, 0.057], [0.213, 0.065, 0.052], [0.614, 0.286, 0.331], [0.036, 0.317, 0.344], [0.199, 0.026, 0.134], [0.239, 0.019, 0.028]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.708GB.json b/clickhouse-cloud/results/gcp.708GB.json
index d65adafd0..005033dfd 100644
--- a/clickhouse-cloud/results/gcp.708GB.json
+++ b/clickhouse-cloud/results/gcp.708GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "708GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 195.266,
-    "data_size": 9945546960,
+    "load_time": 192.820,
+    "data_size": 9946281748,
 
     "result": [
-[0.003, 0.004, 0.004], [0.673, 0.022, 0.783], [0.414, 0.032, 0.033], [0.512, 0.041, 0.037], [0.521, 0.189, 0.229], [0.535, 0.319, 0.525], [0.021, 0.201, 0.182], [0.150, 0.025, 0.024], [0.576, 0.436, 0.570], [0.427, 0.478, 0.443], [0.408, 0.144, 0.137], [0.364, 0.147, 0.141], [0.315, 0.472, 0.260], [0.471, 0.336, 0.398], [0.493, 0.306, 0.401], [0.200, 0.219, 0.220], [0.724, 0.679, 0.622], [0.550, 0.420, 0.513], [1.754, 1.826, 1.369], [0.019, 0.020, 0.018], [1.512, 0.942, 0.324], [0.372, 0.361, 0.386], [1.309, 1.074, 0.457], [3.842, 3.688, 1.265], [0.305, 0.160, 0.117], [0.115, 0.108, 0.106], [0.119, 0.131, 0.117], [0.668, 0.377, 0.438], [2.993, 3.133, 2.908], [0.047, 0.042, 0.101], [0.288, 0.291, 0.267], [0.644, 0.388, 0.475], [1.834, 1.584, 2.022], [1.522, 1.222, 1.512], [1.228, 1.160, 1.441], [0.161, 0.145, 0.233], [0.047, 0.047, 0.043], [0.029, 0.028, 0.029], [0.032, 0.032, 0.032], [0.079, 0.085, 0.093], [0.021, 0.018, 0.018], [0.018, 0.019, 0.019], [0.015, 0.015, 0.014]
+[0.005, 0.006, 0.005], [0.647, 0.458, 0.025], [0.033, 0.311, 0.035], [0.042, 0.040, 0.467], [0.542, 0.236, 0.320], [0.501, 0.262, 0.248], [0.023, 0.024, 0.030], [0.149, 0.122, 0.029], [0.426, 0.677, 0.440], [0.471, 0.450, 0.480], [0.152, 0.368, 0.157], [0.367, 0.500, 0.171], [0.316, 0.373, 0.505], [0.424, 0.513, 0.370], [0.419, 0.450, 0.300], [0.213, 0.201, 0.225], [0.744, 0.801, 0.935], [0.445, 0.553, 0.471], [1.571, 1.337, 1.263], [0.021, 0.024, 0.017], [1.230, 0.305, 0.299], [1.083, 0.387, 0.399], [0.530, 1.173, 0.516], [4.799, 1.412, 1.183], [0.219, 0.423, 0.126], [0.099, 0.096, 0.095], [0.128, 0.126, 0.121], [0.404, 1.080, 0.410], [3.180, 3.089, 3.140], [0.062, 0.327, 0.049], [0.471, 0.239, 0.262], [0.595, 0.414, 0.336], [1.807, 1.403, 1.833], [1.771, 1.179, 1.172], [1.917, 1.268, 1.414], [0.379, 0.161, 0.166], [0.194, 0.042, 0.052], [0.027, 0.025, 0.240], [0.217, 0.200, 0.033], [0.075, 0.357, 0.237], [0.160, 0.251, 0.025], [0.020, 0.225, 0.245], [0.160, 0.014, 0.093]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.96GB.json b/clickhouse-cloud/results/gcp.96GB.json
index cba3daf90..8e9bf5cb7 100644
--- a/clickhouse-cloud/results/gcp.96GB.json
+++ b/clickhouse-cloud/results/gcp.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 223.214,
-    "data_size": 9944057888,
+    "load_time": 229.571,
+    "data_size": 9943578969,
 
     "result": [
-[0.004, 0.002, 0.003], [0.848, 0.751, 0.109], [0.361, 0.288, 0.084], [0.663, 0.647, 0.076], [1.031, 0.918, 0.642], [1.313, 1.280, 1.410], [0.165, 0.200, 0.027], [0.035, 0.023, 0.144], [1.208, 1.090, 1.070], [1.287, 1.129, 0.769], [0.406, 0.595, 0.278], [0.459, 0.330, 0.304], [1.146, 1.204, 0.758], [1.200, 1.189, 1.142], [2.206, 1.452, 1.944], [0.989, 1.553, 1.066], [2.946, 5.292, 2.727], [2.909, 2.970, 1.695], [6.536, 4.806, 9.838], [0.029, 0.028, 0.026], [6.051, 5.294, 1.118], [1.747, 1.570, 1.548], [7.825, 1.825, 1.889], [20.846, 17.918, 3.958], [0.380, 0.382, 0.377], [0.332, 0.302, 0.290], [0.357, 0.373, 0.368], [1.238, 1.403, 1.166], [13.009, 12.257, 16.014], [0.072, 0.117, 0.065], [0.844, 0.960, 1.162], [1.510, 1.406, 1.287], [5.761, 5.287, 6.062], [4.925, 6.636, 4.305], [4.660, 6.130, 5.912], [0.509, 0.468, 0.403], [0.058, 0.074, 0.057], [0.029, 0.054, 0.044], [0.046, 0.029, 0.033], [0.110, 0.116, 0.142], [0.023, 0.020, 0.021], [0.026, 0.017, 0.019], [0.018, 0.012, 0.012]
+[0.003, 0.003, 0.004], [0.023, 0.723, 0.641], [0.081, 0.363, 0.087], [0.129, 0.088, 0.116], [1.209, 1.252, 1.198], [1.061, 1.202, 0.791], [0.166, 0.180, 0.030], [0.025, 0.028, 0.126], [1.109, 1.133, 1.036], [1.127, 1.356, 1.391], [0.329, 0.390, 0.326], [0.450, 0.418, 0.305], [1.353, 0.877, 1.285], [1.469, 1.335, 1.464], [1.684, 1.871, 1.358], [1.362, 0.968, 0.656], [4.940, 3.407, 3.123], [2.307, 2.181, 2.133], [6.414, 6.804, 5.284], [0.032, 0.039, 0.387], [1.470, 1.618, 6.272], [1.708, 4.817, 1.382], [6.097, 2.012, 1.561], [6.081, 17.628, 4.485], [0.480, 0.398, 0.464], [0.323, 0.311, 0.284], [0.449, 0.933, 0.386], [1.307, 1.227, 1.360], [15.985, 16.114, 15.794], [0.068, 0.233, 0.066], [0.923, 1.596, 0.992], [1.770, 2.790, 1.092], [8.237, 4.274, 7.999], [5.128, 5.636, 5.963], [5.803, 4.809, 5.987], [0.506, 0.568, 0.512], [0.262, 0.077, 0.069], [0.038, 0.381, 0.038], [0.167, 0.038, 0.030], [0.116, 0.144, 0.129], [0.023, 0.339, 0.024], [0.016, 0.196, 0.016], [0.013, 0.018, 0.016]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.dev.json b/clickhouse-cloud/results/gcp.dev.json
index 0cff8d488..5c9c5767f 100644
--- a/clickhouse-cloud/results/gcp.dev.json
+++ b/clickhouse-cloud/results/gcp.dev.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-26",
+    "date": "2024-11-27",
     "machine": "dev",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 968.346,
-    "data_size": 9945850994,
+    "load_time": 733.145,
+    "data_size": 9945809648,
 
     "result": [
-[0.007, 0.005, 0.006], [0.067, 0.079, 0.053], [0.218, 0.182, 0.359], [1.019, 0.444, 0.524], [1.552, 1.259, 1.527], [4.823, 2.079, 2.156], [0.116, 0.058, 0.044], [0.046, 0.054, 0.048], [2.196, 4.077, 3.691], [4.545, 4.316, 5.496], [1.528, 0.629, 1.352], [0.869, 0.784, 0.836], [7.516, 6.647, 4.227], [7.973, 8.269, 3.850], [5.442, 3.013, 3.113], [1.793, 1.592, 1.551], [9.607, 14.004, 12.835], [7.848, 11.210, 23.619], [31.901, 40.563, 46.515], [0.144, 0.155, 0.110], [10.337, 5.397, 4.838], [5.698, 7.399, 6.411], [10.011, 7.117, 7.556], [29.644, 27.273, 27.360], [1.001, 0.966, 1.327], [1.291, 0.947, 0.909], [1.068, 1.192, 1.078], [3.811, 3.257, 3.416], [41.227, 64.537, 69.464], [0.132, 0.395, 0.247], [4.584, 1.941, 2.269], [3.519, 3.180, 2.460], [83.568, 23.180, 21.249], [17.684, 19.200, 18.639], [16.881, 48.140, 18.140], [3.425, 2.689, 1.258], [0.552, 0.566, 0.186], [0.195, 0.202, 0.211], [0.069, 0.186, 0.075], [0.369, 0.379, 0.334], [0.088, 0.043, 0.080], [0.028, 0.067, 0.088], [0.064, 0.066, 0.024]
+[0.004, 0.007, 0.003], [0.063, 0.065, 0.092], [0.871, 0.217, 0.118], [0.433, 0.618, 0.178], [2.512, 2.167, 1.248], [1.916, 1.770, 1.879], [0.044, 0.042, 0.032], [0.051, 0.035, 0.036], [2.540, 1.421, 1.412], [1.678, 1.697, 1.611], [0.722, 0.729, 0.472], [0.609, 0.545, 0.905], [1.800, 3.963, 2.178], [3.957, 3.559, 2.784], [3.776, 2.305, 3.265], [1.423, 2.411, 1.651], [6.197, 8.974, 5.712], [3.778, 4.031, 7.277], [22.560, 20.104, 19.662], [0.074, 0.057, 0.059], [2.879, 3.476, 2.763], [3.387, 3.211, 3.065], [3.949, 3.776, 3.710], [12.406, 11.100, 11.834], [1.126, 0.897, 0.809], [0.613, 0.607, 0.670], [0.797, 0.929, 0.847], [2.640, 2.717, 2.900], [30.376, 29.058, 32.928], [0.120, 0.105, 0.094], [1.842, 1.642, 1.695], [2.786, 2.277, 2.030], [23.599, 17.059, 17.211], [15.601, 15.358, 18.326], [15.150, 14.530, 15.021], [1.160, 1.060, 0.888], [0.151, 0.134, 0.143], [0.057, 0.054, 0.057], [0.057, 0.054, 0.056], [0.263, 0.305, 0.236], [0.036, 0.025, 0.027], [0.020, 0.024, 0.017], [0.018, 0.019, 0.020]
 ]
 }