diff --git a/clickhouse-cloud/results/aws.192GB.json b/clickhouse-cloud/results/aws.192GB.json
index 6d6bacffb..472754515 100644
--- a/clickhouse-cloud/results/aws.192GB.json
+++ b/clickhouse-cloud/results/aws.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 174.204,
-    "data_size": 9945660455,
+    "load_time": 174.727,
+    "data_size": 9945105805,
 
     "result": [
-[0.002, 0.002, 0.002], [0.441, 0.332, 0.014], [0.032, 0.234, 0.032], [0.358, 0.052, 0.051], [0.243, 0.388, 0.239], [0.705, 0.448, 0.350], [0.076, 0.018, 0.017], [0.050, 0.018, 0.054], [0.538, 0.511, 0.434], [0.463, 0.481, 0.598], [0.235, 0.151, 0.147], [0.183, 0.282, 0.185], [0.388, 0.357, 0.350], [0.605, 0.574, 0.563], [0.497, 0.665, 0.463], [0.275, 0.301, 0.267], [1.066, 1.234, 1.199], [0.824, 0.763, 0.840], [2.521, 3.029, 2.239], [0.143, 0.184, 0.020], [0.698, 2.633, 0.691], [0.758, 0.757, 0.742], [3.721, 1.886, 0.827], [2.509, 7.128, 2.265], [0.194, 0.384, 0.191], [0.133, 0.134, 0.134], [0.189, 0.193, 0.195], [0.666, 0.648, 0.663], [6.614, 6.621, 7.034], [0.116, 0.039, 0.040], [0.382, 0.552, 0.351], [1.033, 0.437, 0.551], [1.984, 2.153, 2.020], [2.843, 1.991, 1.956], [1.974, 1.977, 2.034], [0.236, 0.252, 0.259], [0.040, 0.132, 0.037], [0.023, 0.026, 0.024], [0.118, 0.025, 0.027], [0.071, 0.213, 0.076], [0.169, 0.016, 0.017], [0.015, 0.017, 0.016], [0.012, 0.012, 0.012]
+[0.002, 0.004, 0.002], [0.448, 0.013, 0.015], [0.205, 0.400, 0.036], [0.398, 0.226, 0.055], [0.266, 0.240, 0.278], [0.524, 0.440, 0.396], [0.085, 0.063, 0.017], [0.098, 0.017, 0.017], [0.399, 0.632, 0.405], [0.502, 0.422, 0.451], [0.251, 0.152, 0.143], [0.178, 0.164, 0.340], [0.465, 0.398, 0.381], [0.551, 0.604, 0.538], [0.612, 0.488, 0.535], [0.275, 0.267, 0.297], [1.135, 1.067, 1.153], [0.904, 0.811, 0.821], [2.403, 2.765, 2.207], [0.018, 0.019, 0.021], [2.764, 1.762, 0.680], [0.737, 0.787, 0.734], [0.863, 0.855, 3.177], [7.516, 2.388, 2.238], [0.194, 0.207, 0.420], [0.143, 0.145, 0.142], [0.210, 0.195, 0.196], [0.692, 0.687, 0.683], [6.448, 6.946, 6.253], [0.042, 0.039, 0.042], [0.381, 0.378, 0.608], [0.571, 0.970, 0.511], [2.022, 1.646, 1.640], [2.211, 1.860, 1.854], [1.811, 1.895, 1.784], [0.246, 0.239, 0.231], [0.135, 0.039, 0.037], [0.200, 0.023, 0.022], [0.036, 0.026, 0.027], [0.067, 0.059, 0.066], [0.016, 0.015, 0.020], [0.015, 0.166, 0.015], [0.012, 0.012, 0.012]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.24GB.json b/clickhouse-cloud/results/aws.24GB.json
index ff475349d..a3d1a2943 100644
--- a/clickhouse-cloud/results/aws.24GB.json
+++ b/clickhouse-cloud/results/aws.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 712.208,
+    "load_time": 717.042,
     "data_size": 9945948486,
 
     "result": [
-[0.002, 0.002, 0.002], [0.524, 0.046, 0.506], [0.497, 0.175, 0.175], [0.666, 0.702, 0.573], [1.824, 1.594, 1.569], [4.046, 3.986, 3.401], [0.145, 0.124, 0.069], [0.047, 0.044, 0.035], [1.968, 2.746, 2.344], [2.567, 2.260, 2.293], [0.787, 0.645, 0.713], [0.920, 0.847, 0.808], [2.393, 2.742, 2.579], [3.657, 3.716, 4.047], [3.474, 3.289, 3.198], [1.914, 1.873, 1.838], [8.959, 10.088, 9.101], [6.293, 6.453, 6.768], [24.998, 24.786, 29.700], [0.086, 0.084, 0.119], [23.101, 5.159, 13.226], [5.248, 5.298, 5.655], [26.814, 13.899, 6.082], [57.411, 47.455, 19.452], [1.549, 1.358, 1.328], [0.929, 0.904, 0.935], [1.409, 1.426, 1.349], [4.819, 4.654, 4.547], [49.493, 52.108, 52.429], [0.160, 0.158, 0.162], [2.789, 2.656, 2.874], [5.674, 4.253, 3.521], [25.783, 25.764, 29.446], [21.781, 22.291, 23.853], [23.823, 22.409, 23.410], [1.397, 1.311, 1.342], [0.141, 0.132, 0.141], [0.059, 0.052, 0.053], [0.059, 0.063, 0.061], [0.274, 0.284, 0.280], [0.033, 0.027, 0.034], [0.024, 0.021, 0.021], [0.021, 0.019, 0.023]
+[0.003, 0.003, 0.002], [0.077, 0.070, 0.523], [0.370, 0.709, 0.172], [0.752, 0.315, 0.772], [1.855, 1.737, 1.514], [4.131, 4.012, 2.831], [0.159, 0.068, 0.109], [0.036, 0.069, 0.035], [2.571, 2.836, 1.866], [2.921, 2.733, 2.631], [0.980, 0.684, 0.707], [0.986, 0.860, 0.938], [3.142, 2.490, 3.016], [3.681, 4.696, 4.830], [3.490, 4.690, 3.479], [1.905, 2.416, 2.535], [8.838, 8.906, 8.943], [6.935, 8.665, 8.636], [38.839, 29.728, 25.697], [0.084, 0.086, 0.087], [27.177, 12.186, 4.873], [5.577, 5.223, 5.327], [30.889, 6.011, 15.202], [62.887, 48.323, 19.284], [1.400, 1.405, 1.349], [0.915, 0.969, 0.936], [1.362, 1.348, 1.361], [4.662, 4.598, 4.608], [49.471, 51.452, 49.031], [0.172, 0.214, 0.180], [2.623, 2.563, 2.585], [5.612, 3.606, 3.526], [24.824, 27.405, 23.920], [23.011, 24.797, 22.527], [23.769, 22.415, 22.165], [1.405, 1.328, 1.360], [0.135, 0.118, 0.139], [0.056, 0.055, 0.050], [0.073, 0.072, 0.057], [0.324, 0.274, 0.245], [0.037, 0.027, 0.031], [0.022, 0.019, 0.020], [0.023, 0.022, 0.019]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.360GB.json b/clickhouse-cloud/results/aws.360GB.json
index 3c92b8300..cbea0993a 100644
--- a/clickhouse-cloud/results/aws.360GB.json
+++ b/clickhouse-cloud/results/aws.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 203.431,
-    "data_size": 9945978632,
+    "load_time": 249.643,
+    "data_size": 9945105805,
 
     "result": [
-[0.002, 0.002, 0.002], [0.563, 0.293, 0.013], [0.417, 0.126, 0.024], [0.360, 0.157, 0.036], [0.191, 0.206, 0.175], [0.506, 0.211, 0.349], [0.013, 0.087, 0.013], [0.059, 0.017, 0.050], [0.589, 0.304, 0.300], [0.412, 0.381, 0.325], [0.127, 0.128, 0.236], [0.304, 0.131, 0.133], [0.217, 0.217, 0.216], [0.312, 0.358, 0.337], [0.288, 0.431, 0.285], [0.211, 0.212, 0.162], [0.710, 0.706, 0.601], [0.424, 0.476, 0.531], [1.609, 1.324, 1.195], [0.136, 0.014, 0.015], [0.405, 1.755, 1.047], [0.424, 0.444, 0.413], [1.762, 0.527, 0.480], [4.313, 3.772, 1.302], [0.123, 0.125, 0.123], [0.089, 0.094, 0.091], [0.121, 0.119, 0.121], [0.362, 0.383, 0.358], [3.604, 3.463, 3.498], [0.036, 0.035, 0.034], [0.246, 0.231, 0.225], [0.611, 0.371, 0.299], [1.303, 1.498, 1.036], [1.193, 1.148, 1.128], [1.164, 1.132, 1.123], [0.191, 0.174, 0.132], [0.038, 0.039, 0.038], [0.023, 0.022, 0.023], [0.026, 0.026, 0.025], [0.064, 0.066, 0.069], [0.017, 0.015, 0.017], [0.014, 0.015, 0.016], [0.012, 0.012, 0.012]
+[0.004, 0.003, 0.003], [0.019, 0.017, 0.542], [0.607, 0.038, 0.036], [0.044, 0.719, 0.045], [0.327, 0.252, 0.218], [0.280, 0.906, 0.292], [0.142, 0.097, 0.016], [0.022, 0.023, 0.111], [0.401, 0.611, 0.478], [0.657, 0.428, 0.450], [0.345, 0.165, 0.157], [0.407, 0.171, 0.169], [0.606, 0.243, 0.404], [0.501, 0.510, 0.421], [0.528, 0.374, 0.408], [0.292, 0.222, 0.212], [0.807, 0.955, 0.689], [0.556, 0.504, 0.662], [1.813, 1.365, 1.688], [0.015, 0.019, 0.019], [1.643, 1.189, 0.588], [0.598, 0.594, 0.461], [1.814, 1.271, 0.717], [4.739, 4.008, 1.408], [0.128, 0.126, 0.126], [0.128, 0.104, 0.099], [0.170, 0.171, 0.168], [0.416, 0.551, 0.538], [5.407, 5.362, 5.477], [0.191, 0.049, 0.053], [0.392, 0.293, 0.293], [0.460, 0.424, 0.416], [1.991, 1.998, 1.942], [1.555, 1.719, 1.748], [1.642, 1.485, 1.288], [0.248, 0.189, 0.175], [0.045, 0.041, 0.051], [0.026, 0.031, 0.024], [0.025, 0.037, 0.034], [0.069, 0.087, 0.064], [0.024, 0.019, 0.020], [0.016, 0.019, 0.021], [0.015, 0.014, 0.015]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.48GB.json b/clickhouse-cloud/results/aws.48GB.json
index a4f5bfee4..fcd517ba3 100644
--- a/clickhouse-cloud/results/aws.48GB.json
+++ b/clickhouse-cloud/results/aws.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 480.626,
+    "load_time": 466.602,
     "data_size": 9941848624,
 
     "result": [
-[0.002, 0.002, 0.002], [0.792, 0.019, 0.523], [0.201, 0.223, 0.327], [0.338, 1.291, 0.290], [1.399, 0.846, 1.810], [1.575, 1.493, 2.575], [0.116, 0.042, 0.086], [0.050, 0.046, 0.031], [1.912, 2.076, 1.968], [2.324, 1.816, 2.387], [0.496, 0.766, 0.433], [0.643, 0.710, 0.493], [1.334, 1.324, 1.297], [2.197, 3.741, 2.084], [2.023, 1.970, 2.754], [0.985, 0.912, 1.631], [7.389, 4.677, 4.388], [4.796, 3.539, 4.743], [10.724, 10.793, 8.406], [0.048, 0.046, 0.045], [4.747, 11.908, 4.588], [2.705, 2.707, 4.844], [16.902, 7.688, 3.118], [30.947, 15.429, 14.608], [1.115, 0.711, 0.692], [0.469, 0.481, 0.557], [0.692, 1.227, 0.690], [2.313, 2.361, 2.300], [48.648, 26.273, 49.110], [0.386, 0.140, 0.097], [2.334, 1.338, 1.333], [4.435, 3.451, 3.283], [31.867, 13.785, 23.030], [15.325, 9.750, 9.645], [6.855, 7.110, 10.598], [0.810, 1.181, 0.765], [0.285, 0.292, 0.168], [0.075, 0.338, 0.079], [0.181, 0.138, 0.054], [0.310, 0.693, 0.312], [0.302, 0.033, 0.154], [0.030, 0.176, 0.019], [0.257, 0.083, 0.018]
+[0.002, 0.003, 0.002], [0.814, 0.025, 0.520], [0.580, 0.350, 0.126], [0.729, 0.165, 0.566], [1.670, 0.808, 1.573], [2.132, 2.476, 2.511], [0.156, 0.109, 0.041], [0.032, 0.032, 0.032], [1.902, 1.587, 1.920], [1.527, 1.177, 1.187], [0.620, 0.521, 0.712], [0.875, 0.879, 0.887], [1.598, 2.410, 1.855], [2.657, 2.709, 2.716], [2.086, 2.326, 2.119], [0.998, 1.694, 1.623], [5.722, 4.427, 7.086], [3.897, 3.132, 3.162], [13.006, 14.516, 13.482], [0.057, 0.057, 0.056], [12.850, 5.991, 2.516], [2.671, 2.796, 3.843], [16.517, 4.168, 5.498], [33.924, 14.808, 8.100], [0.726, 0.680, 1.137], [0.473, 0.465, 0.795], [0.674, 0.926, 1.134], [3.991, 3.256, 3.129], [43.982, 38.202, 25.836], [0.123, 0.231, 0.129], [1.325, 2.092, 1.287], [5.722, 3.258, 2.414], [24.495, 23.641, 24.226], [17.953, 9.783, 9.249], [10.819, 9.331, 6.950], [1.240, 0.828, 0.731], [0.156, 0.319, 0.169], [0.543, 0.243, 0.068], [0.077, 0.164, 0.074], [0.299, 0.280, 0.706], [0.197, 0.036, 0.108], [0.027, 0.025, 0.155], [0.167, 0.022, 0.084]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.96GB.json b/clickhouse-cloud/results/aws.96GB.json
index 70e7e835f..3ed3fa897 100644
--- a/clickhouse-cloud/results/aws.96GB.json
+++ b/clickhouse-cloud/results/aws.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 222.675,
-    "data_size": 9946127445,
+    "load_time": 179.639,
+    "data_size": 9945105805,
 
     "result": [
-[0.002, 0.002, 0.002], [0.406, 0.352, 0.016], [0.440, 0.071, 0.060], [0.095, 0.603, 1.089], [0.628, 0.501, 0.490], [0.919, 0.752, 1.070], [0.100, 0.103, 0.025], [0.020, 0.079, 0.019], [0.807, 0.808, 0.688], [0.839, 0.880, 0.722], [0.309, 0.369, 0.380], [0.294, 0.440, 0.321], [0.689, 0.750, 1.007], [1.134, 1.160, 1.166], [1.037, 0.942, 0.934], [0.625, 0.766, 0.638], [2.546, 2.905, 2.406], [1.757, 1.763, 1.817], [6.521, 5.457, 5.301], [0.028, 0.036, 0.028], [6.123, 1.796, 3.053], [1.515, 1.896, 1.878], [1.828, 6.701, 1.650], [17.315, 10.941, 4.753], [0.408, 0.418, 0.405], [0.259, 0.281, 0.267], [0.368, 0.366, 0.370], [1.191, 1.628, 1.296], [13.932, 19.721, 12.559], [0.060, 0.084, 0.060], [0.996, 0.767, 0.703], [1.059, 1.377, 0.918], [2.843, 4.694, 5.863], [3.502, 3.490, 7.741], [3.427, 3.285, 3.463], [0.796, 0.369, 0.456], [0.052, 0.233, 0.107], [0.174, 0.094, 0.038], [0.175, 0.075, 0.032], [0.330, 0.174, 0.102], [0.018, 0.103, 0.020], [0.016, 0.148, 0.015], [0.140, 0.015, 0.015]
+[0.002, 0.003, 0.003], [0.527, 0.021, 0.018], [0.403, 0.072, 0.517], [0.544, 0.107, 0.110], [0.675, 0.633, 0.652], [0.851, 1.058, 0.794], [0.025, 0.113, 0.085], [0.049, 0.050, 0.020], [0.828, 0.879, 0.580], [0.776, 0.884, 0.675], [0.376, 0.244, 0.224], [0.350, 0.389, 0.265], [0.758, 0.673, 0.625], [1.425, 1.004, 1.407], [1.409, 1.107, 0.951], [0.793, 0.640, 0.588], [2.198, 2.048, 2.649], [1.794, 1.977, 1.780], [5.146, 5.129, 6.317], [0.035, 0.035, 0.028], [5.568, 1.424, 1.757], [1.921, 1.855, 3.573], [7.352, 2.287, 3.875], [15.947, 5.107, 4.025], [0.366, 0.482, 0.388], [0.350, 0.262, 0.240], [0.495, 0.382, 0.379], [1.315, 1.757, 1.169], [21.031, 12.505, 19.021], [0.166, 0.057, 0.077], [0.786, 1.443, 0.903], [1.357, 2.642, 1.190], [5.211, 4.130, 4.131], [3.496, 4.798, 3.989], [4.853, 3.879, 3.837], [0.390, 0.524, 0.493], [0.051, 0.046, 0.047], [0.136, 0.027, 0.026], [0.026, 0.111, 0.036], [0.086, 0.087, 0.085], [0.146, 0.022, 0.015], [0.014, 0.014, 0.098], [0.014, 0.011, 0.013]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.dev.json b/clickhouse-cloud/results/aws.dev.json
index 44a0eb741..4ffbe06ec 100644
--- a/clickhouse-cloud/results/aws.dev.json
+++ b/clickhouse-cloud/results/aws.dev.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "dev",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 430.050,
-    "data_size": 9947655964,
+    "load_time": 400.124,
+    "data_size": 9947751473,
 
     "result": [
-[0.003, 0.003, 0.009], [0.044, 0.025, 0.023], [0.261, 0.208, 0.221], [0.388, 0.334, 0.398], [1.518, 1.574, 1.566], [2.206, 2.153, 2.121], [0.091, 0.097, 0.086], [0.056, 0.036, 0.031], [1.643, 1.473, 1.544], [1.280, 1.831, 1.525], [1.095, 0.989, 1.196], [1.034, 0.715, 1.016], [2.474, 1.937, 2.023], [2.961, 2.621, 3.953], [3.214, 2.286, 3.919], [1.288, 1.953, 1.303], [8.265, 5.894, 5.884], [4.326, 4.288, 4.256], [21.167, 20.009, 15.728], [0.595, 0.169, 0.161], [2.933, 10.455, 4.508], [2.977, 4.310, 3.611], [3.499, 3.281, 5.173], [11.385, 12.672, 10.247], [0.833, 1.046, 0.766], [0.661, 0.528, 1.091], [0.944, 0.758, 0.742], [2.390, 3.936, 3.338], [26.005, 26.791, 25.508], [0.180, 0.182, 0.129], [2.266, 1.571, 1.292], [2.424, 3.442, 2.732], [19.175, 13.223, 17.605], [18.422, 19.412, 12.881], [19.208, 21.157, 17.976], [0.859, 0.834, 0.729], [0.153, 0.187, 0.111], [0.079, 0.055, 0.055], [0.084, 0.065, 0.057], [0.288, 0.472, 0.224], [0.039, 0.031, 0.040], [0.021, 0.021, 0.036], [0.019, 0.019, 0.021]
+[0.003, 0.002, 0.002], [0.025, 0.114, 0.045], [0.130, 0.226, 0.098], [0.233, 0.286, 0.235], [1.211, 1.177, 1.176], [1.959, 1.851, 1.396], [0.048, 0.049, 0.077], [0.036, 0.031, 0.028], [0.903, 0.924, 1.492], [1.129, 1.126, 1.706], [0.439, 0.579, 0.428], [0.727, 0.708, 0.719], [1.225, 2.042, 1.231], [2.013, 2.023, 3.352], [2.697, 2.738, 1.971], [1.274, 1.159, 1.036], [6.127, 5.811, 5.745], [3.104, 4.171, 3.958], [16.264, 12.269, 15.673], [0.060, 0.048, 0.047], [2.652, 9.417, 2.490], [2.674, 3.204, 3.125], [3.078, 3.158, 2.988], [9.065, 9.525, 9.177], [0.754, 0.726, 0.676], [0.454, 0.471, 0.474], [0.695, 0.677, 0.867], [2.256, 2.214, 2.243], [25.611, 24.713, 24.715], [0.091, 0.108, 0.090], [1.298, 1.249, 1.236], [1.969, 1.786, 1.673], [12.064, 12.277, 11.931], [12.518, 12.205, 11.785], [11.997, 11.769, 11.499], [0.783, 0.691, 0.818], [0.108, 0.108, 0.111], [0.052, 0.049, 0.055], [0.055, 0.056, 0.055], [0.214, 0.203, 0.219], [0.028, 0.027, 0.024], [0.019, 0.024, 0.019], [0.019, 0.019, 0.018]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.192GB.json b/clickhouse-cloud/results/azure.192GB.json
index 6ebaa8d81..7685b7f33 100644
--- a/clickhouse-cloud/results/azure.192GB.json
+++ b/clickhouse-cloud/results/azure.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 445.100,
-    "data_size": 9946001104,
+    "load_time": 307.755,
+    "data_size": 9947405643,
 
     "result": [
-[0.004, 0.003, 0.003], [0.012, 0.434, 0.018], [3.561, 0.034, 0.034], [0.047, 0.047, 4.999], [1.588, 0.852, 0.260], [1.359, 0.381, 0.365], [0.190, 0.013, 0.013], [0.015, 0.047, 0.015], [0.774, 0.614, 0.456], [1.626, 0.496, 0.550], [0.264, 0.218, 0.209], [0.209, 0.179, 0.299], [2.727, 0.592, 0.422], [0.876, 0.609, 0.564], [0.931, 0.643, 0.516], [0.339, 0.300, 0.318], [1.199, 1.292, 1.908], [0.850, 0.836, 1.132], [5.805, 4.287, 2.492], [0.590, 0.018, 4.507], [0.540, 23.168, 0.568], [0.663, 10.625, 0.641], [22.346, 6.392, 0.876], [14.150, 46.739, 2.768], [0.236, 0.220, 0.215], [0.162, 0.183, 0.169], [0.221, 0.198, 0.224], [0.792, 0.781, 0.781], [5.963, 6.881, 5.309], [0.039, 0.044, 0.045], [0.395, 0.374, 0.446], [0.621, 0.532, 0.460], [1.888, 1.884, 2.534], [1.795, 1.768, 1.963], [2.720, 1.782, 2.703], [0.372, 0.358, 0.267], [0.048, 0.045, 0.057], [0.031, 0.029, 0.023], [0.025, 0.026, 0.028], [0.071, 0.066, 0.080], [0.016, 0.022, 0.014], [0.015, 0.017, 0.012], [0.016, 0.011, 0.010]
+[0.005, 0.006, 0.002], [0.020, 0.562, 0.693], [0.042, 2.163, 1.103], [2.503, 2.409, 0.059], [0.374, 0.269, 0.356], [2.980, 2.714, 0.387], [0.055, 0.011, 0.035], [0.016, 0.052, 0.022], [1.424, 0.645, 4.643], [0.499, 0.464, 0.697], [0.224, 0.188, 0.140], [0.199, 0.241, 0.180], [0.444, 0.403, 0.391], [1.016, 0.570, 0.524], [0.655, 0.479, 0.786], [0.306, 0.292, 0.518], [1.144, 1.855, 1.176], [1.111, 0.786, 0.791], [5.812, 6.547, 2.228], [0.017, 0.026, 0.016], [22.926, 0.795, 0.576], [11.387, 0.694, 1.019], [11.223, 0.808, 0.789], [3.341, 3.132, 3.012], [0.274, 0.288, 0.208], [0.160, 0.147, 0.164], [0.309, 0.210, 0.195], [0.951, 2.091, 0.633], [9.502, 5.568, 12.172], [0.076, 0.039, 0.040], [2.646, 0.502, 0.376], [3.399, 5.769, 0.524], [3.845, 3.450, 3.615], [1.879, 1.705, 1.785], [1.757, 1.828, 1.781], [0.416, 0.385, 0.234], [0.053, 0.036, 0.055], [0.023, 0.025, 0.044], [0.033, 0.037, 0.024], [0.073, 0.103, 0.103], [0.016, 0.023, 0.022], [0.013, 0.020, 0.014], [0.010, 0.015, 0.019]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.24GB.json b/clickhouse-cloud/results/azure.24GB.json
index c79570d9c..dffb5cb0a 100644
--- a/clickhouse-cloud/results/azure.24GB.json
+++ b/clickhouse-cloud/results/azure.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 945.322,
-    "data_size": 9949179756,
+    "load_time": 1119.449,
+    "data_size": 9948305539,
 
     "result": [
-[0.003, 0.004, 0.003], [0.024, 0.021, 0.527], [0.201, 0.169, 0.295], [0.698, 2.190, 0.550], [2.856, 3.008, 2.064], [3.273, 4.079, 2.658], [0.048, 0.087, 0.051], [0.149, 0.032, 0.240], [3.661, 5.756, 2.056], [5.296, 2.360, 2.507], [1.112, 0.703, 0.648], [0.846, 0.837, 1.471], [6.452, 8.511, 5.660], [3.760, 10.600, 10.220], [3.273, 9.067, 4.213], [2.622, 2.027, 5.832], [10.564, 23.722, 10.092], [8.149, 7.031, 7.655], [32.209, 31.012, 33.550], [0.092, 0.066, 0.088], [4.622, 9.999, 5.176], [5.775, 4.726, 5.931], [6.863, 6.319, 7.038], [20.453, 18.095, 17.314], [1.282, 1.694, 1.265], [0.887, 0.892, 1.066], [1.523, 1.533, 1.232], [4.272, 5.814, 4.113], [42.444, 42.813, 42.090], [0.140, 0.162, 0.135], [2.393, 2.413, 2.228], [3.329, 5.131, 3.137], [23.843, 38.602, 23.379], [30.556, 29.300, 20.924], [28.599, 21.790, 20.393], [1.404, 1.377, 1.322], [0.132, 0.119, 0.137], [0.044, 0.047, 0.066], [0.052, 0.052, 0.052], [0.352, 0.265, 0.332], [0.028, 0.022, 0.036], [0.018, 0.019, 0.017], [0.016, 0.025, 0.016]
+[0.003, 0.004, 0.002], [0.498, 0.088, 0.067], [2.125, 0.243, 0.265], [0.805, 0.556, 3.582], [2.012, 4.430, 2.069], [3.482, 12.349, 2.805], [0.056, 0.051, 2.061], [0.062, 0.048, 0.029], [3.278, 3.170, 2.952], [3.410, 3.456, 2.584], [0.795, 0.732, 0.961], [1.189, 0.939, 0.902], [2.775, 2.589, 7.421], [6.915, 6.461, 6.910], [6.640, 4.392, 4.148], [2.748, 2.362, 3.661], [10.371, 9.474, 14.884], [8.354, 7.583, 7.003], [46.711, 47.186, 48.440], [0.068, 0.087, 0.068], [4.117, 4.099, 4.091], [4.682, 5.053, 4.790], [8.673, 5.590, 5.542], [16.434, 16.786, 15.921], [1.315, 1.356, 1.288], [0.921, 0.900, 0.903], [1.234, 1.764, 1.877], [6.314, 5.727, 4.528], [59.025, 58.947, 42.934], [0.145, 0.137, 0.235], [2.549, 4.374, 2.320], [3.435, 3.145, 3.171], [61.852, 26.194, 23.387], [20.736, 35.208, 21.501], [36.301, 35.893, 34.899], [1.412, 1.259, 2.827], [0.209, 0.135, 0.131], [0.077, 0.051, 0.065], [0.053, 0.053, 0.051], [0.261, 0.262, 0.528], [0.026, 0.024, 0.021], [0.018, 0.016, 0.016], [0.015, 0.014, 0.018]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.360GB.json b/clickhouse-cloud/results/azure.360GB.json
index cbf348391..dc679f3d5 100644
--- a/clickhouse-cloud/results/azure.360GB.json
+++ b/clickhouse-cloud/results/azure.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 225.998,
-    "data_size": 9943516759,
+    "load_time": 177.360,
+    "data_size": 9944480859,
 
     "result": [
-[0.003, 0.005, 0.003], [0.024, 3.394, 2.530], [0.040, 0.039, 3.225], [2.504, 5.312, 0.221], [0.219, 0.205, 0.302], [0.307, 2.875, 0.358], [0.117, 0.016, 0.140], [0.025, 0.012, 0.018], [0.507, 2.443, 0.415], [0.548, 4.874, 0.558], [1.165, 0.550, 0.485], [0.259, 0.161, 0.152], [2.542, 0.616, 0.450], [0.474, 0.434, 0.631], [0.445, 0.502, 0.351], [0.295, 0.234, 0.235], [1.282, 1.140, 0.886], [0.644, 0.502, 0.540], [2.511, 5.110, 1.616], [2.254, 0.376, 0.015], [14.090, 14.702, 0.409], [1.741, 0.630, 0.658], [0.792, 0.809, 16.826], [2.184, 2.112, 23.007], [0.143, 0.206, 0.656], [0.116, 0.145, 0.136], [0.143, 0.152, 0.156], [0.479, 0.471, 0.478], [10.664, 4.224, 5.030], [0.048, 0.035, 0.337], [0.440, 0.391, 0.412], [7.343, 0.407, 0.589], [2.215, 1.880, 2.815], [1.467, 2.152, 1.420], [1.449, 1.525, 1.444], [0.368, 0.239, 0.228], [0.065, 0.064, 0.036], [0.023, 0.023, 0.041], [0.026, 0.031, 0.027], [0.101, 0.112, 0.079], [0.018, 0.031, 0.019], [0.012, 0.020, 0.014], [0.013, 0.017, 0.017]
+[0.003, 0.003, 0.003], [4.255, 0.015, 0.013], [0.043, 2.491, 0.038], [0.049, 2.700, 0.048], [0.311, 4.406, 0.284], [4.520, 3.068, 1.553], [0.021, 0.020, 0.021], [0.088, 0.026, 0.089], [0.502, 0.851, 0.388], [2.802, 0.404, 0.494], [2.251, 0.141, 0.137], [0.240, 0.233, 0.192], [0.397, 4.390, 0.457], [0.418, 0.440, 0.606], [0.465, 2.313, 0.489], [0.277, 0.227, 0.354], [3.307, 0.769, 1.226], [0.981, 0.681, 0.512], [2.168, 2.111, 5.654], [2.284, 2.220, 0.022], [0.490, 14.497, 0.442], [15.289, 0.496, 1.501], [0.793, 0.721, 9.974], [1.926, 24.047, 1.862], [0.146, 0.137, 2.392], [0.122, 0.117, 0.108], [0.198, 0.138, 0.143], [0.458, 0.448, 2.164], [4.642, 3.930, 4.717], [0.035, 0.049, 2.190], [0.294, 2.259, 0.275], [0.672, 6.107, 0.396], [2.099, 2.843, 1.857], [1.976, 1.515, 1.397], [1.981, 1.442, 1.455], [0.222, 0.168, 0.159], [0.036, 0.036, 0.036], [0.023, 0.035, 0.057], [0.025, 0.025, 0.025], [0.114, 0.067, 0.066], [0.015, 0.014, 0.028], [0.013, 0.022, 0.023], [0.010, 0.010, 0.010]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.48GB.json b/clickhouse-cloud/results/azure.48GB.json
index 0ad27d498..4ec3d43ba 100644
--- a/clickhouse-cloud/results/azure.48GB.json
+++ b/clickhouse-cloud/results/azure.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 601.091,
-    "data_size": 9947805283,
+    "load_time": 306.112,
+    "data_size": 9942229868,
 
     "result": [
-[0.002, 0.002, 0.008], [0.018, 0.018, 2.757], [1.413, 1.027, 0.097], [4.478, 0.384, 0.175], [1.567, 1.357, 1.200], [2.003, 1.495, 1.944], [0.034, 0.025, 0.025], [0.020, 0.030, 0.026], [1.487, 1.473, 1.077], [2.360, 1.556, 2.026], [0.442, 4.992, 0.457], [0.735, 0.480, 0.789], [3.283, 1.495, 2.497], [7.015, 3.358, 1.801], [1.791, 3.703, 1.687], [1.066, 2.695, 1.183], [9.100, 4.185, 4.745], [3.332, 5.198, 5.276], [13.930, 19.360, 8.270], [0.039, 0.040, 0.052], [2.220, 6.222, 2.029], [45.000, 2.784, 2.571], [2.856, 3.363, 38.589], [9.434, 8.251, 44.011], [0.647, 0.775, 0.824], [0.453, 0.451, 0.452], [0.778, 0.616, 0.621], [2.503, 2.544, 2.090], [20.992, 20.836, 20.870], [0.082, 0.078, 0.097], [1.734, 1.194, 1.195], [2.739, 2.539, 1.896], [20.188, 18.976, 13.336], [6.453, 10.029, 9.978], [6.166, 6.377, 6.431], [1.338, 0.841, 0.712], [0.113, 0.160, 0.160], [0.068, 0.046, 0.047], [0.051, 0.061, 0.061], [0.221, 0.198, 0.202], [0.021, 0.024, 0.021], [0.017, 0.016, 0.022], [0.013, 0.014, 0.023]
+[0.010, 0.002, 0.004], [0.733, 0.029, 3.526], [0.350, 0.127, 2.101], [5.126, 1.286, 0.167], [3.146, 1.518, 1.445], [5.256, 2.382, 1.792], [0.029, 0.062, 0.032], [0.046, 0.029, 0.025], [5.292, 1.892, 1.624], [2.094, 1.770, 1.337], [0.333, 1.978, 3.900], [1.422, 0.595, 0.623], [2.110, 1.758, 1.605], [2.198, 4.217, 1.983], [2.321, 3.047, 2.915], [1.420, 2.057, 1.313], [8.409, 4.220, 4.075], [3.888, 4.053, 5.555], [8.873, 19.065, 8.544], [0.039, 0.038, 0.039], [6.002, 34.438, 2.762], [2.790, 3.674, 3.156], [3.030, 2.791, 2.686], [9.850, 9.219, 9.302], [0.756, 0.742, 0.619], [0.527, 0.478, 0.534], [1.422, 0.627, 0.626], [2.857, 2.476, 2.435], [27.641, 40.108, 33.289], [2.463, 0.079, 0.096], [1.208, 2.256, 1.178], [30.430, 2.043, 1.511], [24.539, 21.332, 12.257], [6.100, 39.026, 7.615], [9.733, 5.921, 5.597], [0.835, 0.766, 0.701], [0.078, 0.119, 0.072], [0.037, 0.034, 0.037], [0.036, 0.034, 0.050], [0.154, 0.232, 0.171], [0.020, 0.019, 0.017], [0.015, 0.021, 0.015], [0.022, 0.012, 0.013]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.96GB.json b/clickhouse-cloud/results/azure.96GB.json
index ebd519f69..c67b9b7bf 100644
--- a/clickhouse-cloud/results/azure.96GB.json
+++ b/clickhouse-cloud/results/azure.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 178.972,
-    "data_size": 9942607885,
+    "load_time": 182.801,
+    "data_size": 9942339961,
 
     "result": [
-[0.003, 0.002, 0.002], [2.148, 4.120, 0.076], [0.048, 0.205, 0.112], [0.069, 0.727, 4.420], [0.539, 0.892, 0.811], [0.718, 0.700, 2.368], [0.016, 2.107, 0.016], [0.015, 0.060, 0.015], [1.260, 1.086, 0.613], [0.644, 0.656, 1.368], [0.422, 0.204, 0.205], [0.446, 2.818, 0.399], [4.530, 0.661, 2.672], [0.998, 0.974, 0.936], [0.994, 0.942, 0.876], [1.452, 0.743, 0.585], [6.953, 2.564, 5.494], [3.029, 2.996, 1.532], [11.029, 4.822, 4.576], [0.039, 0.037, 0.024], [1.136, 1.126, 35.190], [7.232, 2.025, 1.285], [16.775, 2.199, 1.476], [4.265, 5.815, 4.248], [0.486, 4.404, 0.345], [0.246, 0.247, 0.253], [0.473, 0.322, 0.339], [1.591, 1.152, 1.213], [11.737, 14.624, 15.419], [0.051, 0.239, 0.054], [0.735, 2.803, 0.681], [6.164, 0.915, 19.517], [13.432, 4.166, 3.436], [3.298, 16.827, 7.017], [8.006, 3.149, 30.874], [0.707, 0.400, 0.660], [0.044, 0.051, 0.042], [0.045, 0.024, 0.042], [0.026, 0.028, 0.027], [0.291, 0.161, 0.096], [0.105, 0.025, 0.019], [0.013, 0.086, 0.012], [0.009, 0.011, 0.011]
+[0.002, 0.002, 0.004], [0.786, 0.025, 0.021], [0.276, 0.064, 4.722], [0.083, 6.178, 3.277], [2.784, 0.893, 0.540], [3.470, 4.683, 0.677], [0.121, 0.175, 0.022], [0.064, 0.023, 0.017], [1.015, 0.689, 1.296], [1.359, 1.213, 0.728], [5.123, 0.228, 3.276], [0.307, 0.267, 0.277], [0.772, 1.372, 0.692], [0.953, 0.909, 2.016], [2.793, 0.802, 1.907], [1.633, 0.545, 0.789], [2.809, 5.403, 4.214], [1.811, 1.742, 1.920], [8.464, 4.253, 5.186], [0.033, 0.024, 0.022], [13.617, 1.696, 1.204], [35.386, 1.238, 1.417], [5.402, 2.709, 1.641], [45.993, 5.737, 3.936], [0.496, 0.385, 0.321], [0.254, 0.237, 0.268], [0.319, 0.495, 0.321], [1.095, 1.076, 1.595], [14.753, 15.115, 10.818], [0.057, 0.058, 0.051], [0.770, 0.701, 1.194], [0.880, 0.847, 1.032], [10.377, 9.752, 4.185], [6.599, 4.228, 4.105], [3.279, 18.995, 35.560], [0.401, 0.384, 0.870], [0.153, 0.105, 0.072], [0.192, 0.031, 0.044], [0.054, 0.035, 0.067], [0.102, 2.320, 0.109], [0.022, 0.230, 0.035], [0.130, 0.038, 0.023], [0.012, 0.012, 0.019]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.192GB.json b/clickhouse-cloud/results/gcp.192GB.json
index c250223c6..b2b3b08da 100644
--- a/clickhouse-cloud/results/gcp.192GB.json
+++ b/clickhouse-cloud/results/gcp.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 200.139,
-    "data_size": 9945038737,
+    "load_time": 185.287,
+    "data_size": 9944650586,
 
     "result": [
-[0.003, 0.003, 0.003], [0.622, 0.018, 0.018], [0.048, 0.531, 0.043], [0.055, 0.527, 0.057], [0.319, 0.279, 0.674], [0.665, 0.587, 0.426], [0.023, 0.250, 0.017], [0.121, 0.082, 0.023], [0.552, 0.536, 0.521], [0.950, 0.834, 0.570], [0.298, 0.247, 0.150], [0.206, 0.214, 0.420], [0.703, 0.405, 0.367], [0.688, 0.842, 0.761], [0.674, 0.621, 0.648], [0.351, 0.341, 0.345], [1.351, 1.508, 1.196], [1.014, 1.116, 0.844], [3.881, 2.399, 3.112], [0.563, 0.137, 0.022], [0.642, 2.931, 2.383], [0.726, 0.709, 0.748], [3.266, 0.846, 2.780], [9.162, 6.925, 2.156], [0.200, 0.198, 0.210], [0.152, 0.161, 0.151], [0.234, 0.207, 0.213], [0.719, 0.687, 0.627], [6.269, 6.588, 6.371], [0.049, 0.048, 0.049], [0.518, 0.538, 0.461], [0.857, 0.801, 0.571], [2.344, 2.546, 2.900], [2.542, 2.464, 2.494], [2.569, 2.505, 2.284], [0.332, 0.291, 0.268], [0.049, 0.052, 0.065], [0.032, 0.027, 0.037], [0.032, 0.030, 0.030], [0.096, 0.072, 0.078], [0.020, 0.018, 0.019], [0.017, 0.019, 0.017], [0.013, 0.012, 0.016]
+[0.003, 0.003, 0.003], [0.527, 0.016, 0.022], [0.640, 0.055, 0.050], [0.515, 0.165, 0.051], [0.747, 0.302, 0.257], [0.732, 0.689, 0.570], [0.019, 0.020, 0.020], [0.022, 0.151, 0.019], [0.627, 0.968, 0.593], [0.933, 0.535, 0.727], [0.291, 0.165, 0.295], [0.284, 0.195, 0.210], [0.495, 0.572, 0.459], [0.736, 0.877, 0.797], [0.828, 0.872, 0.531], [0.450, 0.452, 0.345], [1.719, 1.122, 1.052], [0.701, 1.057, 1.024], [3.261, 4.624, 3.223], [0.026, 0.029, 0.023], [0.675, 0.684, 3.237], [0.849, 0.804, 0.822], [0.921, 0.964, 0.972], [12.962, 2.661, 8.807], [0.260, 0.224, 0.272], [0.181, 0.176, 0.181], [0.238, 0.245, 0.239], [0.613, 0.737, 0.702], [6.888, 6.288, 7.787], [0.041, 0.038, 0.041], [0.486, 0.630, 0.572], [0.822, 1.056, 0.715], [3.200, 2.881, 2.853], [2.728, 2.253, 2.685], [2.950, 2.194, 3.193], [0.293, 0.323, 0.333], [0.072, 0.051, 0.064], [0.039, 0.036, 0.033], [0.035, 0.037, 0.029], [0.103, 0.081, 0.106], [0.026, 0.017, 0.024], [0.017, 0.017, 0.023], [0.018, 0.017, 0.016]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.24GB.json b/clickhouse-cloud/results/gcp.24GB.json
index 9a62dff93..8c27d684f 100644
--- a/clickhouse-cloud/results/gcp.24GB.json
+++ b/clickhouse-cloud/results/gcp.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 957.881,
+    "load_time": 1052.260,
     "data_size": 9946973751,
 
     "result": [
-[0.004, 0.003, 0.004], [0.668, 0.037, 0.023], [0.485, 0.262, 0.929], [1.192, 0.279, 0.967], [2.066, 3.587, 3.259], [4.214, 3.986, 5.279], [0.150, 0.044, 0.141], [0.037, 0.037, 0.036], [3.525, 3.030, 2.724], [3.716, 2.559, 3.092], [0.980, 0.818, 0.845], [1.126, 0.959, 0.886], [3.077, 3.352, 3.544], [5.256, 4.943, 5.981], [5.139, 5.372, 4.060], [2.533, 2.779, 2.205], [12.299, 11.648, 12.273], [8.247, 8.421, 7.575], [41.089, 32.009, 31.931], [0.076, 0.076, 0.076], [23.662, 23.151, 5.163], [5.122, 5.109, 5.219], [28.085, 6.490, 6.743], [93.802, 24.116, 23.515], [1.348, 1.843, 1.405], [1.068, 1.008, 1.117], [1.392, 1.445, 1.441], [4.503, 4.821, 4.832], [67.262, 60.113, 49.854], [0.174, 0.198, 0.180], [5.242, 3.733, 3.461], [4.595, 6.445, 4.040], [43.538, 33.264, 33.700], [28.051, 27.493, 26.447], [31.517, 32.087, 32.619], [1.940, 1.878, 1.850], [0.182, 0.331, 0.213], [0.080, 0.078, 0.067], [0.077, 0.062, 0.069], [0.373, 0.510, 0.330], [0.038, 0.456, 0.034], [0.034, 0.192, 0.021], [0.022, 0.024, 0.023]
+[0.002, 0.003, 0.004], [0.746, 0.023, 0.022], [1.021, 0.265, 0.175], [0.438, 1.146, 0.979], [1.714, 3.916, 2.006], [4.953, 3.958, 4.824], [0.045, 0.210, 0.047], [0.035, 0.032, 0.039], [2.776, 2.384, 2.365], [4.263, 3.204, 3.334], [0.681, 0.727, 0.774], [0.975, 1.074, 0.921], [3.657, 3.682, 3.187], [5.617, 5.765, 5.214], [4.082, 5.336, 3.548], [3.121, 2.443, 3.041], [11.812, 11.214, 10.043], [7.426, 8.216, 8.371], [43.533, 31.987, 35.874], [0.086, 0.071, 0.069], [24.734, 23.778, 5.066], [4.926, 5.300, 5.709], [30.304, 6.328, 29.503], [20.174, 20.131, 90.460], [1.546, 1.539, 1.538], [1.191, 1.043, 1.170], [1.478, 1.547, 1.487], [4.696, 4.623, 5.167], [51.025, 47.998, 50.007], [0.197, 0.186, 0.167], [3.147, 5.564, 3.284], [4.637, 4.006, 11.136], [37.093, 33.944, 32.477], [28.405, 34.370, 28.345], [28.399, 30.336, 50.853], [2.369, 1.785, 1.928], [0.168, 0.432, 0.193], [0.069, 0.063, 0.064], [0.059, 0.217, 0.058], [0.415, 0.369, 0.363], [0.374, 0.043, 0.030], [0.021, 0.025, 0.020], [0.022, 0.022, 0.021]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.360GB.json b/clickhouse-cloud/results/gcp.360GB.json
index 014b5113d..03bc558d7 100644
--- a/clickhouse-cloud/results/gcp.360GB.json
+++ b/clickhouse-cloud/results/gcp.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 219.121,
-    "data_size": 9944490830,
+    "load_time": 181.603,
+    "data_size": 9945660666,
 
     "result": [
-[0.003, 0.003, 0.005], [0.660, 0.514, 0.022], [0.285, 0.038, 0.156], [0.064, 0.041, 0.515], [0.302, 0.280, 0.251], [0.316, 0.579, 0.523], [0.256, 0.286, 0.021], [0.109, 0.072, 0.023], [0.827, 0.404, 0.514], [0.847, 0.697, 0.438], [0.172, 0.417, 0.472], [0.493, 0.183, 0.315], [0.537, 0.471, 0.356], [0.554, 0.452, 0.539], [0.539, 0.517, 0.364], [0.347, 0.268, 0.219], [1.095, 0.878, 0.868], [0.732, 0.619, 0.683], [2.362, 1.814, 2.060], [0.023, 0.024, 0.021], [0.416, 1.819, 0.408], [0.472, 0.478, 1.790], [2.436, 1.918, 0.510], [1.977, 1.723, 1.715], [0.139, 0.165, 0.260], [0.116, 0.108, 0.110], [0.194, 0.136, 0.137], [0.933, 0.934, 0.484], [3.950, 4.031, 3.947], [0.262, 0.040, 0.040], [0.699, 0.320, 0.720], [0.490, 1.056, 0.459], [2.353, 1.585, 1.497], [1.866, 1.730, 1.516], [1.784, 1.663, 1.689], [0.319, 0.281, 0.200], [0.052, 0.048, 0.182], [0.183, 0.036, 0.031], [0.038, 0.157, 0.181], [0.390, 0.077, 0.086], [0.026, 0.295, 0.024], [0.176, 0.020, 0.179], [0.014, 0.012, 0.017]
+[0.003, 0.003, 0.004], [0.021, 0.019, 0.522], [0.040, 0.037, 0.035], [0.043, 0.671, 0.037], [0.563, 0.229, 0.227], [0.584, 0.312, 0.562], [0.201, 0.021, 0.129], [0.170, 0.113, 0.023], [0.494, 0.750, 0.444], [0.862, 0.720, 0.559], [0.303, 0.168, 0.169], [0.186, 0.422, 0.427], [0.314, 0.352, 0.336], [0.528, 0.590, 0.509], [0.592, 0.461, 0.317], [0.300, 0.251, 0.261], [1.088, 0.957, 0.786], [0.519, 0.742, 0.769], [2.302, 2.328, 1.804], [0.022, 0.021, 0.019], [1.910, 0.949, 0.393], [0.516, 0.467, 1.902], [1.999, 0.570, 0.548], [1.710, 5.414, 6.519], [0.166, 0.162, 0.160], [0.130, 0.115, 0.117], [0.150, 0.138, 0.155], [0.512, 0.496, 0.441], [4.361, 3.861, 3.708], [0.040, 0.036, 0.038], [0.280, 0.277, 0.336], [0.593, 0.467, 0.501], [2.615, 1.878, 2.744], [1.893, 1.704, 1.754], [1.710, 1.840, 1.875], [0.288, 0.299, 0.242], [0.049, 0.064, 0.053], [0.029, 0.034, 0.032], [0.037, 0.034, 0.038], [0.083, 0.077, 0.095], [0.019, 0.018, 0.021], [0.018, 0.020, 0.019], [0.014, 0.016, 0.014]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.48GB.json b/clickhouse-cloud/results/gcp.48GB.json
index 990c14a30..8ea7090cd 100644
--- a/clickhouse-cloud/results/gcp.48GB.json
+++ b/clickhouse-cloud/results/gcp.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 436.653,
-    "data_size": 9946374698,
+    "load_time": 390.700,
+    "data_size": 9943100772,
 
     "result": [
-[0.003, 0.003, 0.004], [0.058, 0.034, 0.027], [1.878, 1.268, 0.214], [1.221, 0.293, 0.201], [1.080, 1.491, 1.543], [2.375, 2.201, 2.273], [0.142, 0.139, 0.034], [0.145, 0.030, 0.024], [1.688, 1.522, 2.243], [1.753, 1.441, 2.501], [0.515, 0.622, 0.548], [0.606, 0.467, 0.472], [1.950, 1.598, 1.573], [4.465, 4.441, 4.310], [2.492, 2.760, 2.307], [1.690, 1.327, 1.681], [7.380, 6.705, 6.185], [5.490, 4.558, 4.065], [13.912, 17.537, 14.632], [0.058, 0.045, 0.046], [11.578, 7.739, 2.566], [3.354, 3.155, 2.698], [4.005, 3.846, 13.762], [38.614, 10.126, 8.896], [0.695, 0.782, 1.611], [0.934, 0.508, 0.518], [0.686, 0.761, 0.721], [2.253, 10.655, 2.451], [32.967, 24.396, 24.529], [0.285, 0.274, 0.089], [1.589, 2.319, 1.429], [4.730, 2.417, 2.423], [17.389, 17.717, 16.642], [9.910, 10.126, 8.813], [14.436, 9.257, 9.027], [1.394, 1.157, 1.094], [0.293, 0.164, 0.165], [0.066, 0.431, 0.350], [0.202, 0.062, 0.061], [0.607, 0.301, 0.423], [0.330, 0.253, 0.037], [0.179, 0.026, 0.144], [0.023, 0.031, 0.019]
+[0.003, 0.002, 0.002], [0.053, 1.647, 0.027], [0.197, 1.650, 0.112], [1.475, 0.858, 0.126], [1.284, 0.894, 1.230], [1.836, 1.710, 1.846], [0.189, 0.036, 0.143], [0.163, 0.025, 0.024], [1.450, 1.527, 1.164], [1.984, 1.334, 2.353], [0.403, 0.485, 0.553], [0.578, 0.669, 0.743], [2.475, 2.562, 2.558], [4.417, 4.123, 3.578], [3.455, 2.611, 3.111], [1.325, 1.355, 1.157], [5.100, 7.030, 6.087], [3.950, 4.396, 4.990], [13.702, 13.024, 13.576], [0.044, 0.055, 0.044], [11.970, 2.404, 2.300], [2.681, 3.413, 2.781], [13.506, 19.718, 3.159], [11.318, 39.763, 38.419], [1.939, 0.801, 1.605], [0.518, 0.496, 0.515], [0.706, 0.686, 0.689], [2.273, 2.255, 11.640], [30.417, 32.542, 26.821], [0.297, 0.085, 0.085], [2.326, 1.521, 2.478], [5.670, 4.312, 1.842], [14.521, 22.646, 17.094], [14.887, 9.880, 8.801], [9.892, 8.972, 9.986], [1.345, 1.174, 0.916], [0.370, 0.347, 0.159], [0.069, 0.319, 0.239], [0.052, 0.241, 0.058], [0.488, 0.267, 0.293], [0.332, 0.025, 0.290], [0.018, 0.018, 0.019], [0.018, 0.017, 0.020]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.708GB.json b/clickhouse-cloud/results/gcp.708GB.json
index 63c23b53a..fd4042375 100644
--- a/clickhouse-cloud/results/gcp.708GB.json
+++ b/clickhouse-cloud/results/gcp.708GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "708GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 171.746,
-    "data_size": 9945650246,
+    "load_time": 187.158,
+    "data_size": 9950003733,
 
     "result": [
-[0.004, 0.004, 0.004], [0.025, 0.515, 0.124], [0.386, 0.539, 0.038], [0.036, 0.034, 0.362], [0.419, 0.255, 0.226], [0.570, 0.440, 0.218], [0.196, 0.118, 0.022], [0.082, 0.090, 0.097], [0.624, 0.436, 0.402], [0.411, 0.701, 0.550], [0.304, 0.145, 0.338], [0.170, 0.165, 0.164], [0.294, 0.436, 0.251], [0.405, 0.357, 0.357], [0.610, 0.396, 0.416], [0.204, 0.196, 0.222], [0.790, 0.756, 0.627], [0.622, 0.571, 0.466], [2.011, 1.863, 1.977], [0.018, 0.020, 0.019], [0.316, 0.320, 1.183], [1.125, 0.682, 0.781], [0.546, 1.176, 0.458], [3.572, 1.301, 1.257], [0.139, 0.209, 0.130], [0.106, 0.100, 0.096], [0.118, 0.115, 0.120], [0.397, 0.405, 0.400], [3.108, 3.116, 3.430], [0.050, 0.044, 0.050], [0.292, 0.506, 0.227], [0.665, 0.487, 0.413], [1.915, 1.703, 1.774], [1.456, 1.266, 1.509], [1.408, 1.330, 1.304], [0.174, 0.162, 0.224], [0.048, 0.178, 0.043], [0.036, 0.034, 0.247], [0.178, 0.032, 0.032], [0.091, 0.094, 0.107], [0.026, 0.021, 0.028], [0.255, 0.021, 0.021], [0.015, 0.016, 0.017]
+[0.003, 0.005, 0.004], [0.682, 0.030, 0.508], [0.037, 0.334, 0.151], [0.052, 0.038, 0.448], [0.241, 0.188, 0.638], [0.492, 0.297, 0.223], [0.248, 0.029, 0.020], [0.032, 0.085, 0.116], [0.463, 0.427, 0.600], [0.664, 0.669, 0.424], [0.411, 0.186, 0.159], [0.159, 0.475, 0.320], [0.298, 0.247, 0.236], [0.475, 0.362, 0.325], [0.632, 0.397, 0.267], [0.206, 0.192, 0.273], [0.702, 0.833, 0.742], [0.388, 0.495, 0.452], [1.686, 1.141, 1.880], [0.205, 0.159, 0.021], [1.200, 0.295, 0.283], [0.398, 0.373, 0.431], [1.756, 1.044, 0.541], [1.419, 1.274, 4.737], [0.130, 0.125, 0.113], [0.096, 0.098, 0.091], [0.128, 0.116, 0.409], [0.463, 0.395, 0.377], [3.325, 3.268, 3.220], [0.218, 0.050, 0.048], [0.469, 0.267, 0.248], [0.718, 0.416, 0.378], [1.981, 1.655, 1.900], [1.251, 1.143, 1.135], [1.158, 1.176, 1.199], [0.204, 0.146, 0.155], [0.163, 0.041, 0.042], [0.027, 0.026, 0.028], [0.041, 0.054, 0.030], [0.068, 0.104, 0.077], [0.022, 0.018, 0.024], [0.018, 0.018, 0.018], [0.017, 0.016, 0.017]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.96GB.json b/clickhouse-cloud/results/gcp.96GB.json
index d9b86a656..30d9506f3 100644
--- a/clickhouse-cloud/results/gcp.96GB.json
+++ b/clickhouse-cloud/results/gcp.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 214.777,
-    "data_size": 9942566621,
+    "load_time": 187.334,
+    "data_size": 9947063287,
 
     "result": [
-[0.003, 0.003, 0.004], [0.976, 0.768, 0.023], [0.353, 0.250, 0.074], [0.096, 0.667, 0.647], [0.596, 0.669, 0.605], [1.047, 0.952, 0.961], [0.176, 0.026, 0.022], [0.021, 0.148, 0.021], [1.174, 0.842, 0.730], [0.967, 1.368, 1.044], [0.326, 0.410, 0.397], [0.486, 0.350, 0.433], [1.016, 1.130, 1.008], [1.486, 1.422, 1.246], [1.470, 1.293, 1.426], [1.057, 0.917, 0.609], [3.806, 3.580, 3.537], [1.859, 1.856, 2.073], [6.198, 6.304, 7.486], [0.029, 0.037, 0.036], [5.863, 1.222, 4.637], [1.430, 1.627, 1.448], [6.938, 5.663, 1.709], [19.919, 17.086, 4.466], [0.529, 0.399, 0.425], [0.294, 0.294, 0.273], [0.460, 0.451, 0.394], [1.419, 1.454, 1.256], [13.390, 13.288, 13.483], [0.075, 0.070, 0.076], [0.944, 1.072, 0.980], [1.661, 1.654, 1.297], [5.523, 7.258, 7.243], [4.829, 5.447, 5.615], [4.771, 4.728, 4.643], [0.514, 0.753, 0.487], [0.079, 0.331, 0.298], [0.183, 0.042, 0.045], [0.038, 0.033, 0.044], [0.136, 0.300, 0.277], [0.025, 0.159, 0.026], [0.216, 0.214, 0.018], [0.014, 0.162, 0.014]
+[0.003, 0.003, 0.003], [0.767, 0.020, 0.023], [0.685, 0.408, 0.152], [0.081, 0.507, 0.077], [0.629, 0.761, 1.111], [1.202, 1.054, 0.849], [0.023, 0.023, 0.020], [0.021, 0.119, 0.025], [1.180, 1.248, 0.895], [1.054, 1.080, 0.973], [0.278, 0.412, 0.275], [0.302, 0.414, 0.481], [0.988, 0.886, 0.911], [1.549, 1.658, 1.675], [1.484, 1.674, 1.390], [0.975, 0.713, 0.917], [3.939, 2.542, 3.760], [1.985, 1.994, 2.042], [5.911, 5.555, 7.754], [0.029, 0.032, 0.033], [6.031, 1.255, 1.151], [1.491, 5.914, 1.461], [1.733, 1.783, 7.092], [4.770, 19.364, 4.675], [0.400, 0.373, 0.373], [0.285, 0.278, 0.284], [0.389, 0.383, 0.398], [1.240, 1.321, 1.377], [12.941, 13.539, 13.946], [0.268, 0.066, 0.080], [1.006, 0.984, 1.723], [1.335, 2.807, 1.520], [5.854, 5.756, 7.142], [5.194, 4.572, 5.221], [4.603, 4.441, 9.012], [0.483, 0.837, 0.436], [0.263, 0.072, 0.071], [0.241, 0.188, 0.041], [0.217, 0.077, 0.044], [0.300, 0.379, 0.140], [0.020, 0.230, 0.163], [0.018, 0.014, 0.170], [0.226, 0.018, 0.019]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.dev.json b/clickhouse-cloud/results/gcp.dev.json
index 4280f0b9a..4e981d881 100644
--- a/clickhouse-cloud/results/gcp.dev.json
+++ b/clickhouse-cloud/results/gcp.dev.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-29",
+    "date": "2024-11-30",
     "machine": "dev",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 666.044,
-    "data_size": 9946307019,
+    "load_time": 666.392,
+    "data_size": 9945528276,
 
     "result": [
-[0.003, 0.003, 0.006], [0.163, 0.068, 0.028], [0.331, 0.229, 0.123], [0.167, 0.138, 0.160], [1.043, 1.008, 2.879], [3.533, 3.270, 3.221], [0.041, 0.112, 0.029], [0.024, 0.056, 0.028], [2.736, 1.366, 2.598], [1.529, 1.435, 3.648], [1.082, 0.446, 0.441], [0.979, 0.907, 0.588], [3.760, 1.829, 1.703], [5.352, 4.574, 4.799], [2.423, 3.830, 2.166], [2.169, 2.061, 1.344], [6.173, 9.838, 5.676], [5.900, 3.883, 5.655], [28.942, 17.204, 17.649], [0.068, 0.137, 0.062], [2.822, 2.618, 2.739], [3.002, 3.296, 6.478], [3.805, 3.566, 3.551], [22.740, 21.675, 20.042], [2.381, 1.442, 2.201], [1.069, 1.123, 0.999], [1.359, 2.144, 1.541], [4.430, 4.907, 4.442], [49.077, 29.762, 29.677], [0.105, 0.108, 0.118], [2.319, 1.649, 1.600], [2.564, 3.664, 3.902], [17.564, 19.030, 17.685], [24.824, 24.719, 24.614], [16.037, 26.485, 16.506], [1.207, 1.011, 1.645], [0.162, 0.172, 0.202], [0.092, 0.063, 0.109], [0.072, 0.072, 0.073], [0.419, 0.296, 0.274], [0.031, 0.052, 0.030], [0.032, 0.025, 0.022], [0.036, 0.025, 0.021]
+[0.003, 0.002, 0.002], [0.026, 0.026, 0.029], [0.100, 0.161, 0.089], [0.189, 0.329, 0.262], [1.099, 2.138, 2.014], [1.401, 1.369, 2.921], [0.050, 0.086, 0.032], [0.060, 0.029, 0.024], [2.486, 2.316, 1.276], [2.630, 1.321, 2.777], [0.471, 0.453, 0.907], [0.560, 0.548, 0.946], [1.710, 3.278, 1.605], [5.352, 5.215, 2.588], [3.689, 1.956, 2.258], [1.973, 1.612, 1.270], [9.101, 9.245, 5.492], [6.011, 5.442, 3.263], [16.052, 27.130, 20.603], [0.558, 0.075, 0.077], [5.679, 3.425, 4.339], [3.944, 2.708, 3.662], [4.782, 3.225, 3.119], [10.728, 12.285, 13.200], [1.228, 0.905, 1.209], [0.800, 0.627, 0.766], [0.861, 0.927, 1.056], [3.623, 2.735, 3.212], [27.096, 38.994, 26.840], [0.143, 0.142, 0.104], [1.355, 1.929, 1.644], [2.544, 3.887, 3.330], [24.941, 22.450, 17.640], [15.477, 14.889, 19.041], [17.761, 14.617, 14.545], [1.074, 0.870, 1.104], [0.117, 0.112, 0.148], [0.059, 0.077, 0.058], [0.109, 0.069, 0.059], [0.372, 0.261, 0.473], [0.028, 0.037, 0.028], [0.027, 0.029, 0.034], [0.021, 0.019, 0.016]
 ]
 }