diff --git a/clickhouse-cloud/results/aws.192GB.json b/clickhouse-cloud/results/aws.192GB.json
index 920532c3..7d1c9d31 100644
--- a/clickhouse-cloud/results/aws.192GB.json
+++ b/clickhouse-cloud/results/aws.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 200.180,
-    "data_size": 9945988702,
+    "load_time": 209.346,
+    "data_size": 9945176522,
 
     "result": [
-[0.003, 0.002, 0.002], [0.014, 0.013, 0.542], [1.326, 0.160, 0.034], [0.428, 0.055, 0.219], [0.245, 0.237, 0.237], [0.569, 0.452, 0.386], [0.188, 0.152, 0.019], [0.049, 0.048, 0.018], [0.705, 0.421, 0.510], [0.527, 0.447, 0.532], [0.156, 0.257, 0.238], [0.181, 0.257, 0.237], [0.432, 0.343, 0.368], [0.618, 0.576, 0.560], [0.628, 0.594, 0.480], [0.269, 0.290, 0.291], [1.118, 1.122, 1.149], [0.792, 0.797, 0.800], [2.858, 2.109, 2.742], [0.019, 0.019, 0.018], [2.885, 0.665, 0.703], [0.776, 0.760, 0.768], [3.111, 0.954, 0.960], [2.628, 8.120, 2.351], [0.199, 0.205, 0.204], [0.143, 0.241, 0.142], [0.197, 0.287, 0.203], [0.660, 1.886, 0.632], [6.632, 7.085, 6.349], [0.040, 0.040, 0.039], [0.410, 0.423, 0.399], [1.046, 0.982, 0.571], [2.034, 1.606, 1.977], [1.891, 2.012, 1.945], [1.927, 1.984, 1.975], [0.251, 0.238, 0.257], [0.037, 0.036, 0.040], [0.021, 0.022, 0.022], [0.025, 0.024, 0.125], [0.160, 0.066, 0.068], [0.017, 0.159, 0.017], [0.014, 0.159, 0.015], [0.011, 0.011, 0.012]
+[0.002, 0.002, 0.003], [0.502, 0.013, 0.064], [0.610, 0.047, 0.047], [0.510, 0.051, 0.273], [0.304, 0.300, 0.254], [0.615, 0.509, 0.474], [0.021, 0.019, 0.019], [0.050, 0.056, 0.019], [0.667, 0.495, 0.419], [0.641, 0.433, 0.479], [0.367, 0.220, 0.187], [0.362, 0.222, 0.299], [0.506, 0.532, 0.513], [0.657, 0.752, 0.563], [0.798, 0.587, 0.641], [0.298, 0.279, 0.276], [1.306, 1.078, 1.286], [0.856, 0.841, 1.035], [3.586, 2.749, 2.195], [0.023, 0.022, 0.018], [0.741, 0.738, 2.897], [0.817, 0.999, 0.814], [3.524, 1.169, 2.605], [7.387, 6.133, 2.554], [0.197, 0.221, 0.193], [0.207, 0.141, 0.197], [0.218, 0.197, 0.195], [0.624, 0.773, 0.878], [6.408, 9.720, 6.816], [0.060, 0.044, 0.048], [0.403, 0.559, 0.533], [0.788, 0.599, 0.537], [1.938, 2.248, 1.477], [2.527, 2.478, 2.071], [2.544, 1.850, 2.179], [0.263, 0.228, 0.239], [0.037, 0.038, 0.059], [0.034, 0.027, 0.024], [0.026, 0.024, 0.029], [0.091, 0.076, 0.087], [0.021, 0.015, 0.025], [0.016, 0.020, 0.015], [0.015, 0.015, 0.012]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.24GB.json b/clickhouse-cloud/results/aws.24GB.json
index 39890833..a4638781 100644
--- a/clickhouse-cloud/results/aws.24GB.json
+++ b/clickhouse-cloud/results/aws.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 721.969,
+    "load_time": 709.038,
     "data_size": 9945948486,
 
     "result": [
-[0.002, 0.002, 0.002], [0.028, 0.447, 0.409], [1.004, 0.163, 0.164], [1.062, 0.703, 0.366], [2.192, 2.177, 2.168], [4.282, 3.287, 4.024], [0.068, 0.089, 0.154], [0.042, 0.035, 0.035], [2.808, 2.571, 2.172], [2.364, 2.302, 2.071], [0.791, 0.968, 0.632], [1.208, 0.855, 1.063], [2.424, 3.750, 3.650], [4.401, 4.119, 3.594], [3.680, 3.637, 4.624], [1.854, 1.745, 1.787], [8.439, 8.987, 8.221], [7.976, 6.334, 6.379], [29.751, 25.880, 23.819], [0.085, 0.085, 0.085], [5.095, 4.915, 29.844], [5.266, 16.462, 5.566], [35.759, 6.118, 8.772], [69.040, 17.944, 18.007], [1.407, 1.438, 1.447], [0.938, 0.924, 0.911], [3.120, 1.958, 1.387], [6.670, 4.608, 4.518], [50.691, 50.793, 88.675], [0.159, 0.156, 0.157], [2.614, 2.594, 2.794], [5.183, 10.721, 2.954], [53.242, 53.555, 48.976], [22.272, 21.611, 32.354], [21.468, 21.401, 32.388], [1.990, 2.230, 1.376], [0.133, 0.133, 0.156], [0.058, 0.055, 0.054], [0.065, 0.058, 0.055], [0.272, 0.264, 0.584], [0.032, 0.039, 0.027], [0.023, 0.019, 0.020], [0.020, 0.168, 0.017]
+[0.002, 0.002, 0.002], [0.661, 0.508, 0.026], [0.457, 0.363, 0.224], [0.665, 0.613, 0.448], [2.211, 1.569, 1.556], [3.083, 2.602, 3.949], [0.112, 0.138, 0.285], [0.047, 0.082, 0.136], [1.932, 1.918, 1.794], [2.212, 2.178, 3.014], [0.789, 0.674, 0.710], [0.804, 0.820, 0.895], [2.564, 3.138, 2.545], [3.848, 3.962, 3.731], [3.840, 3.541, 3.503], [1.966, 1.943, 1.710], [8.587, 9.285, 8.444], [6.194, 6.314, 6.158], [30.898, 26.871, 27.354], [0.084, 0.087, 0.085], [22.318, 12.353, 4.960], [5.208, 5.437, 5.241], [24.802, 14.021, 6.205], [55.894, 18.103, 17.924], [2.061, 1.385, 1.345], [0.938, 0.947, 0.937], [1.380, 1.357, 1.519], [4.554, 4.391, 4.722], [53.280, 49.932, 57.742], [0.165, 0.177, 0.157], [3.889, 2.506, 2.499], [7.382, 3.552, 3.186], [25.357, 24.037, 21.587], [23.807, 21.540, 23.157], [22.899, 22.409, 22.793], [1.350, 1.372, 1.451], [0.283, 0.132, 0.130], [0.055, 0.057, 0.056], [0.058, 0.186, 0.060], [0.470, 0.253, 0.326], [0.267, 0.031, 0.034], [0.173, 0.021, 0.021], [0.020, 0.022, 0.019]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.360GB.json b/clickhouse-cloud/results/aws.360GB.json
index e99356e6..adc236b9 100644
--- a/clickhouse-cloud/results/aws.360GB.json
+++ b/clickhouse-cloud/results/aws.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 177.509,
-    "data_size": 9945105805,
+    "load_time": 183.113,
+    "data_size": 9944105375,
 
     "result": [
-[0.003, 0.002, 0.003], [0.014, 0.413, 0.015], [0.545, 0.028, 0.355], [0.359, 0.037, 0.289], [0.180, 0.169, 0.178], [0.220, 0.223, 0.596], [0.104, 0.101, 0.016], [0.046, 0.019, 0.058], [0.575, 0.385, 0.320], [0.480, 0.376, 0.336], [0.223, 0.240, 0.205], [0.296, 0.146, 0.133], [0.333, 0.236, 0.229], [0.456, 0.373, 0.351], [0.288, 0.406, 0.271], [0.234, 0.206, 0.157], [0.735, 0.671, 0.697], [0.460, 0.455, 0.601], [1.643, 1.298, 1.325], [0.015, 0.015, 0.014], [1.700, 1.212, 0.425], [0.460, 0.416, 0.413], [1.691, 1.094, 0.478], [1.468, 1.375, 1.372], [0.290, 0.127, 0.123], [0.091, 0.090, 0.092], [0.123, 0.119, 0.123], [0.446, 0.472, 0.444], [4.084, 3.517, 3.523], [0.158, 0.123, 0.036], [0.249, 0.648, 0.376], [1.164, 0.616, 0.332], [1.529, 1.479, 1.122], [1.297, 1.395, 1.248], [1.227, 1.184, 1.152], [0.207, 0.196, 0.178], [0.172, 0.105, 0.039], [0.027, 0.022, 0.023], [0.025, 0.136, 0.025], [0.347, 0.064, 0.074], [0.242, 0.017, 0.016], [0.133, 0.016, 0.118], [0.012, 0.012, 0.012]
+[0.003, 0.003, 0.003], [0.353, 0.014, 0.063], [0.030, 0.028, 0.442], [0.037, 0.036, 0.036], [0.378, 0.485, 0.224], [0.390, 0.214, 0.221], [0.015, 0.015, 0.100], [0.049, 0.018, 0.017], [0.537, 0.447, 0.306], [0.391, 0.326, 0.419], [0.245, 0.244, 0.128], [0.275, 0.138, 0.133], [0.324, 0.246, 0.262], [0.352, 0.387, 0.358], [0.473, 0.319, 0.368], [0.228, 0.214, 0.166], [0.688, 0.855, 0.695], [0.450, 0.462, 0.439], [1.296, 1.608, 1.234], [0.146, 0.137, 0.014], [1.856, 0.401, 0.398], [1.164, 0.449, 0.441], [0.520, 0.523, 1.743], [4.185, 1.315, 1.429], [0.198, 0.119, 0.167], [0.092, 0.093, 0.092], [0.120, 0.119, 0.121], [0.388, 0.404, 0.386], [3.521, 3.904, 3.455], [0.036, 0.035, 0.119], [0.253, 0.363, 0.243], [0.360, 0.472, 0.587], [1.635, 1.545, 1.346], [1.118, 1.229, 1.189], [1.161, 1.161, 1.243], [0.185, 0.137, 0.128], [0.042, 0.036, 0.036], [0.208, 0.026, 0.023], [0.026, 0.026, 0.027], [0.134, 0.064, 0.069], [0.017, 0.159, 0.019], [0.016, 0.016, 0.015], [0.012, 0.013, 0.012]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.48GB.json b/clickhouse-cloud/results/aws.48GB.json
index da73b47d..77685666 100644
--- a/clickhouse-cloud/results/aws.48GB.json
+++ b/clickhouse-cloud/results/aws.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 458.390,
-    "data_size": 9944663741,
+    "load_time": 500.089,
+    "data_size": 9941848624,
 
     "result": [
-[0.003, 0.002, 0.003], [0.620, 0.025, 0.025], [0.447, 0.206, 0.126], [1.540, 0.321, 0.187], [0.791, 1.816, 1.723], [2.352, 2.034, 1.656], [0.228, 0.046, 0.110], [0.196, 0.025, 0.032], [1.574, 1.361, 1.659], [1.597, 1.526, 1.549], [0.646, 0.616, 0.515], [0.786, 0.588, 0.745], [2.397, 1.411, 1.849], [2.028, 3.506, 3.481], [2.541, 2.770, 1.984], [1.006, 1.337, 1.309], [7.400, 5.962, 8.426], [3.265, 3.363, 3.301], [13.826, 15.072, 10.411], [0.063, 0.066, 0.048], [5.915, 4.520, 13.781], [3.746, 3.741, 3.729], [17.595, 13.946, 3.037], [32.609, 8.261, 8.161], [0.737, 0.683, 0.950], [0.462, 0.460, 0.677], [0.675, 0.679, 0.927], [4.094, 3.478, 3.197], [43.611, 25.082, 44.740], [0.443, 0.088, 0.117], [1.869, 3.455, 1.779], [2.862, 5.725, 1.732], [12.937, 22.421, 11.917], [16.617, 9.269, 9.856], [6.980, 9.122, 6.900], [1.449, 1.285, 0.933], [0.150, 0.472, 0.150], [0.271, 0.055, 0.075], [0.209, 0.176, 0.075], [0.295, 0.291, 0.452], [0.034, 0.220, 0.034], [0.169, 0.027, 0.021], [0.025, 0.023, 0.242]
+[0.003, 0.002, 0.002], [0.805, 0.049, 0.467], [0.321, 0.219, 0.115], [0.290, 0.743, 0.614], [0.844, 1.532, 0.802], [1.535, 2.694, 1.790], [0.152, 0.040, 0.040], [0.034, 0.052, 0.032], [1.286, 1.021, 2.158], [1.878, 2.017, 1.386], [0.605, 0.700, 0.458], [0.579, 0.783, 0.496], [2.584, 2.458, 1.922], [2.163, 3.899, 2.277], [2.431, 2.040, 3.667], [1.314, 1.204, 2.090], [4.345, 4.595, 7.672], [3.401, 5.077, 3.905], [12.980, 16.065, 10.554], [0.065, 0.058, 0.061], [10.738, 4.774, 6.900], [5.347, 5.048, 2.700], [5.958, 13.143, 5.936], [28.415, 15.895, 27.813], [1.281, 0.914, 0.917], [0.485, 0.489, 0.518], [0.737, 0.713, 0.942], [4.040, 2.309, 4.196], [25.431, 24.721, 48.531], [0.131, 0.132, 0.121], [1.770, 1.350, 2.560], [2.499, 2.873, 1.810], [25.958, 32.626, 17.683], [11.070, 14.637, 10.760], [10.394, 10.676, 7.049], [0.838, 0.765, 1.093], [0.238, 0.287, 0.164], [0.090, 0.076, 0.244], [0.326, 0.077, 0.088], [0.307, 0.816, 0.223], [0.210, 0.042, 0.029], [0.151, 0.021, 0.030], [0.148, 0.088, 0.019]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.96GB.json b/clickhouse-cloud/results/aws.96GB.json
index 7c45fde5..dba057cf 100644
--- a/clickhouse-cloud/results/aws.96GB.json
+++ b/clickhouse-cloud/results/aws.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 261.173,
-    "data_size": 9945625393,
+    "load_time": 185.314,
+    "data_size": 9942910578,
 
     "result": [
-[0.002, 0.003, 0.002], [0.023, 0.617, 0.021], [0.437, 0.087, 0.071], [0.637, 0.102, 0.088], [1.048, 0.927, 0.480], [0.923, 0.790, 0.731], [0.133, 0.023, 0.024], [0.086, 0.079, 0.026], [0.859, 0.924, 0.848], [1.051, 0.906, 0.956], [0.363, 0.232, 0.219], [0.377, 0.427, 0.370], [1.284, 0.745, 1.305], [1.146, 1.868, 1.114], [1.179, 1.055, 1.469], [0.621, 0.497, 0.508], [2.364, 3.790, 2.170], [1.500, 1.572, 2.281], [6.903, 5.355, 6.019], [0.137, 0.034, 0.030], [5.666, 2.992, 1.233], [1.411, 1.333, 1.366], [2.568, 2.476, 2.482], [6.956, 17.410, 4.162], [0.554, 0.554, 0.571], [0.267, 0.279, 0.262], [0.415, 0.544, 0.369], [1.275, 1.932, 1.174], [13.968, 21.406, 21.474], [0.058, 0.076, 0.345], [1.128, 1.008, 1.173], [1.546, 2.088, 1.481], [3.868, 3.803, 2.917], [3.703, 3.595, 5.766], [3.482, 3.639, 3.459], [0.402, 0.369, 0.393], [0.048, 0.183, 0.072], [0.041, 0.040, 0.042], [0.038, 0.026, 0.115], [0.088, 0.083, 0.121], [0.189, 0.019, 0.018], [0.013, 0.014, 0.159], [0.013, 0.016, 0.016]
+[0.003, 0.002, 0.003], [0.403, 0.021, 0.526], [0.068, 0.342, 0.058], [0.110, 0.091, 0.090], [1.869, 0.649, 0.511], [1.068, 0.880, 0.670], [0.095, 0.027, 0.109], [0.050, 0.020, 0.020], [0.838, 0.571, 1.180], [0.873, 0.861, 0.811], [0.238, 0.232, 0.326], [0.468, 0.278, 0.284], [0.732, 0.683, 0.770], [1.143, 1.184, 1.149], [1.183, 1.344, 1.101], [0.661, 0.517, 0.606], [2.755, 2.455, 2.506], [2.215, 1.470, 1.717], [4.773, 4.856, 4.838], [0.028, 0.028, 0.028], [1.484, 1.431, 1.395], [6.437, 1.406, 1.568], [7.894, 2.239, 1.789], [14.370, 4.958, 12.985], [0.395, 0.482, 0.375], [0.276, 0.266, 0.268], [0.348, 0.377, 0.487], [1.648, 1.152, 1.356], [12.442, 12.077, 14.024], [0.080, 0.058, 0.057], [1.006, 0.693, 0.653], [1.255, 0.776, 1.463], [5.805, 2.791, 4.814], [4.874, 3.388, 5.010], [4.697, 3.389, 4.045], [0.543, 0.379, 0.500], [0.068, 0.049, 0.054], [0.029, 0.030, 0.029], [0.047, 0.027, 0.026], [0.120, 0.112, 0.118], [0.021, 0.021, 0.027], [0.015, 0.014, 0.014], [0.015, 0.015, 0.221]
 ]
 }
 
diff --git a/clickhouse-cloud/results/aws.dev.json b/clickhouse-cloud/results/aws.dev.json
index e8c2ace3..0a9431de 100644
--- a/clickhouse-cloud/results/aws.dev.json
+++ b/clickhouse-cloud/results/aws.dev.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (aws)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "dev",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"],
 
-    "load_time": 389.394,
-    "data_size": 9947522080,
+    "load_time": 386.910,
+    "data_size": 9946486874,
 
     "result": [
-[0.004, 0.002, 0.002], [0.038, 0.120, 0.026], [0.163, 0.134, 0.172], [0.418, 0.194, 0.191], [1.261, 1.152, 1.172], [2.020, 1.902, 1.875], [0.047, 0.063, 0.051], [0.034, 0.041, 0.028], [1.471, 1.125, 1.040], [1.572, 1.335, 1.579], [0.569, 0.528, 0.487], [0.576, 0.606, 0.752], [2.106, 1.840, 1.930], [3.253, 2.823, 2.323], [2.205, 2.151, 2.056], [1.149, 1.086, 1.069], [5.842, 5.682, 5.219], [4.133, 3.955, 3.903], [16.284, 15.956, 17.984], [0.735, 0.080, 0.078], [2.595, 2.438, 5.840], [2.712, 3.047, 2.618], [3.077, 3.487, 3.333], [10.464, 10.411, 10.039], [0.693, 0.904, 0.902], [0.589, 0.458, 0.582], [0.914, 0.922, 0.868], [2.234, 2.220, 2.246], [24.939, 25.733, 24.525], [0.110, 0.096, 0.094], [1.423, 1.265, 1.221], [2.124, 1.791, 1.973], [12.366, 12.288, 11.913], [11.949, 11.940, 11.559], [11.487, 11.686, 13.899], [0.780, 0.679, 0.650], [0.131, 0.110, 0.105], [0.053, 0.050, 0.050], [0.055, 0.064, 0.089], [0.224, 0.211, 0.300], [0.032, 0.029, 0.029], [0.022, 0.020, 0.019], [0.022, 0.027, 0.019]
+[0.002, 0.003, 0.005], [0.026, 0.042, 0.026], [0.100, 0.108, 0.101], [0.193, 0.245, 0.200], [0.858, 1.305, 1.164], [1.330, 1.895, 2.302], [0.057, 0.048, 0.050], [0.026, 0.026, 0.034], [0.988, 1.032, 0.953], [1.922, 1.884, 1.252], [0.555, 0.506, 0.564], [0.626, 0.701, 0.566], [1.723, 1.554, 1.372], [2.566, 2.475, 2.069], [1.805, 1.698, 2.087], [1.067, 1.208, 1.003], [4.422, 4.232, 4.255], [3.083, 3.338, 4.153], [16.584, 13.500, 13.057], [0.060, 0.058, 0.048], [2.810, 3.209, 2.511], [3.450, 2.909, 2.948], [14.817, 3.367, 3.724], [9.580, 9.215, 10.249], [0.966, 0.698, 0.735], [0.465, 0.514, 0.477], [0.676, 0.681, 0.668], [2.353, 2.571, 2.274], [25.404, 24.888, 25.133], [0.145, 0.103, 0.099], [1.390, 1.264, 1.283], [2.188, 1.663, 1.526], [13.876, 12.598, 14.155], [12.956, 11.670, 11.770], [12.536, 11.642, 11.539], [0.886, 0.811, 0.660], [0.134, 0.147, 0.112], [0.054, 0.065, 0.051], [0.082, 0.057, 0.056], [0.246, 0.244, 0.238], [0.027, 0.025, 0.031], [0.021, 0.021, 0.026], [0.023, 0.021, 0.018]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.192GB.json b/clickhouse-cloud/results/azure.192GB.json
index 522ea677..1b93a6f5 100644
--- a/clickhouse-cloud/results/azure.192GB.json
+++ b/clickhouse-cloud/results/azure.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 250.880,
-    "data_size": 9944699841,
+    "load_time": 391.575,
+    "data_size": 9946205251,
 
     "result": [
-[0.004, 0.002, 0.004], [0.024, 2.321, 0.015], [2.660, 0.340, 0.054], [0.076, 0.068, 2.334], [0.267, 2.663, 0.517], [3.496, 4.477, 0.537], [0.019, 2.037, 0.017], [0.062, 0.013, 0.046], [2.456, 1.484, 0.715], [2.866, 0.752, 0.724], [0.203, 0.224, 0.158], [2.251, 0.204, 0.276], [0.698, 0.634, 0.611], [0.964, 1.896, 1.050], [0.616, 0.540, 1.562], [0.348, 0.309, 0.313], [1.115, 2.146, 1.108], [0.822, 0.791, 1.169], [4.022, 3.032, 3.555], [0.025, 0.476, 0.514], [22.147, 0.759, 18.331], [1.007, 1.868, 0.902], [9.078, 1.149, 1.148], [37.315, 3.060, 2.954], [0.250, 0.250, 0.228], [0.169, 0.180, 0.188], [0.541, 0.196, 0.247], [0.621, 0.642, 0.627], [5.969, 6.223, 8.195], [0.245, 0.041, 0.046], [0.565, 0.381, 0.370], [3.080, 0.472, 0.875], [1.905, 4.161, 1.962], [1.722, 1.992, 3.336], [2.115, 2.060, 2.839], [0.371, 0.258, 0.266], [0.056, 0.045, 0.057], [0.023, 0.024, 0.025], [0.035, 0.029, 0.032], [0.092, 0.075, 0.076], [0.015, 0.023, 0.016], [0.017, 0.015, 0.012], [0.016, 0.010, 0.013]
+[0.003, 0.005, 0.004], [2.142, 0.011, 0.014], [0.050, 0.050, 0.048], [2.347, 0.235, 3.322], [0.518, 0.342, 0.232], [4.497, 0.509, 0.509], [0.021, 0.022, 0.109], [0.052, 0.051, 0.013], [0.607, 1.629, 0.684], [0.569, 0.707, 0.665], [0.233, 0.238, 0.214], [0.208, 2.185, 0.225], [2.492, 0.627, 0.370], [0.496, 0.519, 0.609], [0.802, 0.788, 0.570], [0.309, 0.533, 0.365], [1.843, 1.227, 1.119], [0.821, 0.755, 0.715], [4.855, 4.509, 2.340], [0.325, 0.027, 0.018], [10.559, 11.016, 0.691], [1.612, 2.736, 0.841], [0.982, 5.158, 3.350], [3.088, 9.669, 10.354], [0.209, 0.193, 0.186], [0.194, 0.186, 0.195], [0.186, 0.219, 0.211], [0.617, 0.588, 0.654], [7.879, 7.843, 5.340], [0.063, 0.040, 0.064], [0.575, 0.577, 0.376], [0.915, 0.590, 0.744], [2.276, 3.178, 3.094], [2.807, 1.942, 2.930], [2.093, 2.963, 2.937], [0.390, 0.296, 0.374], [0.041, 0.067, 0.038], [0.023, 0.039, 0.023], [0.051, 0.040, 0.040], [0.072, 0.073, 2.288], [0.300, 0.260, 0.015], [0.113, 0.026, 0.019], [2.261, 0.010, 0.017]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.24GB.json b/clickhouse-cloud/results/azure.24GB.json
index 069594f8..5bf079d2 100644
--- a/clickhouse-cloud/results/azure.24GB.json
+++ b/clickhouse-cloud/results/azure.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 885.314,
-    "data_size": 9951732134,
+    "load_time": 761.595,
+    "data_size": 9947110164,
 
     "result": [
-[0.003, 0.002, 0.002], [0.592, 0.033, 2.196], [0.160, 2.440, 0.148], [0.298, 0.245, 2.653], [4.526, 1.593, 5.600], [6.704, 5.790, 6.506], [0.057, 0.053, 0.046], [0.047, 0.032, 0.043], [2.605, 1.891, 2.118], [2.478, 6.011, 5.538], [0.692, 0.647, 0.721], [0.910, 0.837, 1.920], [2.616, 2.801, 2.764], [3.927, 6.534, 6.280], [4.550, 5.432, 3.481], [2.346, 2.505, 3.263], [9.770, 10.217, 9.248], [8.915, 6.930, 8.367], [40.189, 29.763, 41.851], [0.077, 0.098, 0.089], [6.019, 5.110, 5.037], [6.364, 6.331, 5.044], [8.217, 6.441, 7.957], [19.819, 25.375, 24.852], [2.187, 1.628, 1.269], [0.904, 1.114, 0.915], [1.309, 1.335, 1.257], [4.556, 4.591, 6.047], [43.044, 42.981, 58.982], [0.206, 0.151, 0.153], [4.004, 3.636, 3.710], [5.085, 3.837, 3.370], [27.890, 25.938, 43.047], [22.110, 33.692, 21.607], [20.631, 22.596, 32.530], [2.346, 1.408, 1.379], [0.189, 0.131, 0.131], [0.051, 0.052, 0.047], [0.089, 0.071, 0.052], [0.287, 0.274, 0.263], [0.038, 0.036, 0.157], [0.026, 0.023, 0.025], [0.024, 0.017, 0.021]
+[0.003, 0.004, 0.002], [0.023, 0.153, 2.229], [0.350, 0.169, 0.145], [1.809, 0.279, 0.617], [1.586, 3.690, 4.721], [8.135, 4.198, 5.306], [0.113, 0.073, 0.049], [0.030, 0.029, 0.050], [5.531, 5.230, 4.191], [2.118, 2.152, 2.166], [0.810, 0.720, 0.644], [0.953, 0.961, 0.907], [7.995, 2.472, 3.138], [4.164, 12.652, 3.466], [3.506, 4.229, 4.101], [2.133, 6.143, 1.828], [8.841, 17.501, 9.558], [6.802, 7.660, 6.183], [37.364, 35.228, 32.108], [0.086, 0.086, 0.073], [4.739, 29.607, 4.246], [4.860, 4.950, 5.383], [16.950, 9.244, 5.911], [18.892, 16.947, 17.313], [1.356, 1.357, 1.242], [0.895, 0.913, 0.917], [1.552, 1.275, 1.228], [4.933, 5.557, 4.996], [43.250, 44.221, 53.631], [0.184, 0.148, 0.161], [2.458, 2.254, 2.584], [3.348, 2.819, 3.464], [25.963, 23.297, 39.466], [21.305, 21.292, 32.382], [29.240, 29.514, 21.215], [1.394, 1.393, 1.320], [0.202, 0.133, 0.183], [0.070, 0.068, 0.050], [0.052, 0.067, 0.066], [0.259, 0.386, 0.257], [0.039, 0.027, 0.028], [0.023, 0.016, 0.017], [0.017, 0.023, 0.016]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.360GB.json b/clickhouse-cloud/results/azure.360GB.json
index 5a4536a5..3950687e 100644
--- a/clickhouse-cloud/results/azure.360GB.json
+++ b/clickhouse-cloud/results/azure.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-22",
+    "date": "2024-11-24",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 194.810,
-    "data_size": 9944658492,
+    "load_time": 174.063,
+    "data_size": 9943101025,
 
     "result": [
-[0.003, 0.004, 0.003], [0.026, 3.313, 0.024], [0.040, 0.044, 0.466], [6.401, 0.642, 0.033], [0.217, 3.075, 2.413], [0.366, 0.328, 2.754], [0.022, 0.059, 0.021], [0.066, 0.075, 0.022], [2.584, 2.474, 0.351], [0.569, 2.513, 0.584], [0.215, 0.139, 0.217], [0.198, 0.211, 0.580], [0.473, 2.767, 1.207], [0.413, 0.675, 1.571], [0.421, 0.317, 0.301], [0.295, 0.410, 0.213], [0.855, 3.069, 2.936], [0.835, 0.666, 0.630], [3.899, 2.467, 3.798], [0.014, 0.024, 0.013], [0.536, 17.674, 0.534], [0.645, 0.483, 0.588], [0.749, 18.669, 9.544], [30.809, 2.036, 1.961], [0.141, 0.144, 0.147], [0.150, 0.119, 0.140], [0.147, 0.196, 0.194], [0.458, 0.482, 0.446], [4.988, 10.584, 4.949], [0.395, 0.038, 0.037], [0.455, 0.266, 0.414], [0.571, 4.600, 0.370], [2.000, 1.873, 1.700], [1.317, 2.207, 1.415], [1.426, 2.198, 1.439], [0.320, 0.252, 0.240], [0.037, 0.061, 0.039], [0.041, 0.025, 0.024], [0.028, 0.042, 0.043], [0.114, 0.077, 0.072], [0.024, 0.028, 0.017], [0.019, 0.012, 0.012], [0.018, 0.012, 0.013]
+[0.004, 0.003, 0.004], [0.012, 2.331, 0.062], [0.025, 0.324, 0.209], [3.159, 0.035, 0.367], [0.222, 0.367, 0.188], [2.811, 0.570, 0.279], [0.062, 0.012, 0.056], [0.017, 0.054, 0.015], [0.384, 2.543, 0.369], [0.674, 2.516, 0.401], [0.298, 0.359, 0.145], [0.146, 0.267, 0.142], [0.298, 0.812, 0.290], [0.394, 0.421, 0.842], [0.542, 0.341, 0.513], [0.288, 0.270, 0.409], [0.896, 0.864, 1.348], [0.504, 0.547, 0.783], [3.558, 1.518, 1.489], [0.014, 0.015, 0.014], [12.287, 0.423, 3.440], [0.493, 0.491, 0.497], [8.205, 0.580, 2.327], [21.583, 1.643, 5.204], [0.190, 0.133, 0.145], [0.106, 0.104, 0.110], [0.144, 0.127, 0.146], [0.456, 0.435, 0.627], [5.050, 5.051, 3.995], [0.035, 0.056, 0.057], [0.432, 0.279, 0.272], [0.576, 0.564, 0.374], [2.065, 1.997, 1.741], [1.321, 2.013, 1.895], [1.418, 1.339, 2.038], [0.238, 0.165, 0.295], [0.040, 0.040, 0.035], [0.022, 0.035, 0.039], [0.027, 0.028, 0.027], [0.114, 0.080, 0.073], [0.021, 0.026, 0.015], [0.015, 0.015, 0.015], [0.011, 0.011, 0.011]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.48GB.json b/clickhouse-cloud/results/azure.48GB.json
index c793e2c8..d883d96f 100644
--- a/clickhouse-cloud/results/azure.48GB.json
+++ b/clickhouse-cloud/results/azure.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 425.000,
-    "data_size": 9942055476,
+    "load_time": 459.039,
+    "data_size": 9943899655,
 
     "result": [
-[0.002, 0.002, 0.002], [9.193, 0.127, 0.018], [2.368, 0.150, 0.178], [2.467, 4.375, 0.150], [1.614, 1.576, 1.559], [3.916, 1.363, 2.061], [0.032, 0.032, 0.032], [0.030, 0.066, 0.020], [2.209, 1.841, 2.557], [1.990, 1.909, 1.972], [4.269, 0.409, 0.412], [0.588, 2.302, 0.486], [6.175, 2.628, 1.564], [4.888, 4.193, 2.236], [5.095, 3.312, 4.037], [2.198, 1.189, 1.217], [9.669, 5.261, 8.490], [3.321, 3.545, 5.541], [19.442, 18.433, 18.429], [0.042, 0.049, 0.045], [32.660, 20.548, 2.561], [2.757, 2.746, 2.736], [10.799, 3.569, 4.363], [12.522, 12.147, 11.987], [0.628, 0.650, 0.992], [0.495, 0.481, 0.636], [0.716, 0.671, 0.968], [2.238, 2.321, 2.226], [21.555, 22.857, 24.504], [2.317, 0.092, 0.086], [9.137, 1.700, 1.393], [25.481, 3.414, 2.000], [51.475, 16.430, 20.023], [10.720, 10.584, 53.976], [10.220, 7.438, 10.054], [0.974, 1.414, 1.140], [0.164, 0.118, 0.110], [0.063, 0.049, 0.066], [0.054, 0.069, 0.062], [0.228, 0.218, 0.232], [0.292, 0.233, 0.038], [0.181, 0.139, 0.028], [0.026, 0.021, 0.015]
+[0.002, 0.002, 0.002], [5.258, 0.061, 0.019], [0.781, 0.258, 0.261], [1.375, 0.205, 4.797], [1.018, 0.809, 1.943], [5.686, 2.947, 1.346], [0.031, 0.078, 0.030], [0.055, 0.022, 0.020], [1.224, 2.540, 3.689], [1.297, 1.771, 1.632], [0.717, 0.723, 0.421], [0.463, 3.403, 0.926], [3.976, 2.801, 2.890], [2.481, 5.061, 4.423], [4.389, 1.834, 3.893], [1.158, 1.210, 1.036], [10.672, 4.490, 10.894], [3.370, 3.038, 6.891], [21.673, 12.820, 9.473], [0.039, 0.042, 0.058], [25.481, 3.550, 2.307], [11.606, 2.775, 4.203], [5.174, 6.658, 5.061], [8.145, 15.839, 14.642], [1.274, 0.679, 1.067], [0.685, 0.572, 0.502], [1.018, 1.074, 0.669], [3.659, 4.112, 2.171], [21.780, 22.771, 30.402], [0.109, 1.690, 0.079], [10.206, 7.302, 2.168], [19.761, 3.639, 26.816], [15.741, 13.366, 15.107], [56.719, 6.718, 25.185], [13.193, 12.520, 6.217], [0.908, 0.752, 0.869], [0.203, 0.114, 0.100], [0.054, 0.051, 0.075], [0.050, 0.073, 0.048], [0.363, 0.223, 0.221], [0.025, 0.024, 0.025], [0.017, 0.017, 0.030], [0.017, 0.013, 0.026]
 ]
 }
 
diff --git a/clickhouse-cloud/results/azure.96GB.json b/clickhouse-cloud/results/azure.96GB.json
index 9e0c43a6..15587b4f 100644
--- a/clickhouse-cloud/results/azure.96GB.json
+++ b/clickhouse-cloud/results/azure.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (azure)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"],
 
-    "load_time": 185.880,
-    "data_size": 9943269147,
+    "load_time": 200.428,
+    "data_size": 9943698026,
 
     "result": [
-[0.004, 0.002, 0.002], [0.015, 3.187, 1.327], [0.054, 3.401, 0.295], [0.077, 0.073, 0.073], [0.525, 0.538, 4.553], [0.778, 0.709, 0.698], [0.306, 0.365, 0.016], [0.042, 0.045, 0.020], [0.717, 2.638, 0.725], [1.439, 0.733, 0.691], [2.258, 0.244, 1.854], [0.252, 0.315, 0.242], [1.741, 0.672, 1.125], [6.308, 1.767, 1.610], [0.908, 1.154, 0.898], [0.769, 0.688, 1.093], [3.644, 2.255, 3.380], [4.391, 2.549, 1.791], [10.663, 5.060, 5.002], [0.034, 0.033, 0.026], [7.009, 35.406, 1.397], [1.497, 1.728, 1.496], [3.729, 25.337, 1.819], [4.266, 4.248, 35.106], [0.435, 0.422, 0.374], [0.283, 0.311, 0.311], [0.421, 0.392, 0.408], [1.195, 1.349, 1.223], [13.124, 11.675, 14.486], [0.074, 0.068, 0.063], [0.817, 0.946, 0.722], [0.937, 1.050, 1.030], [4.090, 3.942, 3.835], [4.701, 4.601, 5.101], [14.514, 38.881, 3.493], [0.396, 0.360, 0.450], [0.087, 0.077, 0.083], [0.172, 0.039, 0.035], [0.043, 0.034, 0.032], [0.101, 0.593, 0.253], [0.017, 0.228, 0.019], [0.096, 0.015, 0.014], [0.012, 0.011, 0.011]
+[0.002, 0.004, 0.004], [2.347, 0.015, 0.015], [0.063, 0.048, 2.508], [2.404, 1.229, 0.073], [0.817, 0.536, 0.522], [3.018, 0.793, 1.059], [0.056, 0.022, 0.079], [0.015, 0.014, 0.052], [1.564, 0.620, 1.138], [0.764, 0.750, 0.685], [0.353, 0.201, 0.294], [0.445, 0.238, 0.237], [4.358, 1.124, 0.765], [1.924, 1.756, 1.042], [1.762, 1.052, 0.942], [1.359, 1.582, 0.945], [4.301, 2.753, 2.320], [2.104, 2.946, 1.700], [8.829, 7.687, 4.790], [0.034, 0.025, 0.025], [9.242, 1.484, 1.432], [1.398, 1.379, 1.690], [5.613, 1.677, 1.639], [71.189, 4.572, 5.048], [0.342, 0.388, 0.358], [0.249, 0.261, 0.261], [0.339, 0.400, 0.357], [1.135, 1.335, 1.331], [12.454, 12.544, 13.303], [0.061, 0.061, 0.054], [0.772, 0.993, 0.691], [0.928, 1.314, 1.027], [5.473, 4.673, 3.433], [3.306, 4.778, 3.429], [3.430, 31.128, 3.222], [0.772, 0.734, 0.411], [0.340, 0.096, 0.096], [0.032, 0.217, 0.193], [2.086, 0.058, 0.032], [0.348, 0.112, 0.264], [0.479, 0.021, 0.017], [0.013, 0.171, 0.012], [0.013, 0.018, 0.017]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.192GB.json b/clickhouse-cloud/results/gcp.192GB.json
index 20608ab7..11f1d5fb 100644
--- a/clickhouse-cloud/results/gcp.192GB.json
+++ b/clickhouse-cloud/results/gcp.192GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "192GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 205.616,
-    "data_size": 9945311705,
+    "load_time": 258.916,
+    "data_size": 9946203518,
 
     "result": [
-[0.003, 0.003, 0.003], [0.021, 0.588, 0.018], [0.050, 0.256, 0.519], [0.475, 0.063, 0.126], [0.394, 0.345, 0.334], [0.580, 0.563, 0.709], [0.253, 0.020, 0.021], [0.127, 0.022, 0.022], [0.816, 0.573, 1.102], [0.690, 0.713, 0.611], [0.221, 0.316, 0.217], [0.411, 0.237, 0.244], [0.579, 0.477, 0.620], [1.002, 0.934, 0.871], [0.940, 0.865, 0.908], [0.441, 0.425, 0.320], [1.447, 1.337, 1.250], [0.899, 0.889, 1.197], [3.925, 3.484, 3.400], [0.216, 0.139, 0.022], [2.718, 0.596, 0.594], [0.800, 2.625, 0.893], [3.310, 0.812, 2.609], [2.719, 2.436, 2.540], [0.536, 0.212, 0.424], [0.205, 0.171, 0.162], [0.226, 0.223, 0.217], [0.775, 0.836, 0.644], [7.251, 7.205, 8.169], [0.049, 0.049, 0.046], [0.563, 0.838, 0.754], [1.518, 0.566, 0.529], [2.068, 4.062, 2.973], [2.491, 2.635, 2.460], [2.591, 2.735, 2.400], [0.276, 0.313, 0.279], [0.215, 0.062, 0.058], [0.029, 0.154, 0.036], [0.041, 0.038, 0.196], [0.098, 0.453, 0.087], [0.019, 0.267, 0.018], [0.194, 0.142, 0.019], [0.014, 0.015, 0.015]
+[0.003, 0.003, 0.003], [0.589, 0.501, 0.146], [0.429, 0.286, 0.037], [0.455, 0.062, 0.161], [0.310, 0.592, 0.269], [0.772, 0.639, 0.448], [0.138, 0.017, 0.019], [0.024, 0.030, 0.105], [0.731, 0.744, 0.512], [0.621, 0.591, 0.599], [0.298, 0.201, 0.272], [0.389, 0.347, 0.189], [0.525, 0.432, 0.569], [1.086, 0.695, 0.647], [0.732, 0.833, 0.558], [0.360, 0.392, 0.356], [1.318, 1.335, 1.187], [0.964, 1.018, 0.837], [4.644, 3.982, 3.432], [0.021, 0.026, 0.022], [3.616, 2.100, 0.601], [0.690, 0.684, 0.700], [3.322, 2.886, 0.956], [9.287, 2.868, 2.189], [0.270, 0.210, 0.208], [0.171, 0.185, 0.157], [0.202, 0.242, 0.240], [0.804, 0.753, 0.808], [6.399, 7.907, 7.529], [0.048, 0.237, 0.043], [0.909, 0.429, 0.588], [0.779, 1.014, 1.432], [2.124, 2.704, 2.045], [2.353, 2.426, 2.433], [2.442, 2.242, 2.369], [0.324, 0.311, 0.298], [0.053, 0.054, 0.054], [0.168, 0.036, 0.035], [0.039, 0.033, 0.034], [0.110, 0.102, 0.259], [0.023, 0.024, 0.021], [0.283, 0.019, 0.020], [0.015, 0.015, 0.015]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.24GB.json b/clickhouse-cloud/results/gcp.24GB.json
index 5c11e74f..3eea43b3 100644
--- a/clickhouse-cloud/results/gcp.24GB.json
+++ b/clickhouse-cloud/results/gcp.24GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "24GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 933.601,
-    "data_size": 9949971737,
+    "load_time": 930.199,
+    "data_size": 9946973751,
 
     "result": [
-[0.003, 0.004, 0.002], [0.487, 0.428, 0.030], [0.363, 0.260, 0.155], [0.850, 0.805, 0.242], [1.947, 1.838, 2.187], [3.346, 3.646, 2.830], [0.043, 0.144, 0.141], [0.037, 0.034, 0.037], [2.419, 2.207, 2.325], [2.459, 2.557, 2.537], [0.860, 0.820, 0.702], [1.054, 0.909, 0.962], [3.059, 3.078, 3.046], [4.894, 5.317, 5.038], [5.941, 4.426, 4.087], [2.754, 2.334, 2.575], [11.219, 10.899, 10.240], [6.970, 7.250, 6.754], [29.046, 35.888, 29.409], [0.079, 0.076, 0.078], [22.612, 20.318, 5.321], [4.956, 5.256, 5.056], [27.161, 5.725, 6.406], [81.403, 20.065, 80.057], [1.537, 1.394, 1.391], [0.994, 0.957, 0.967], [1.402, 1.501, 1.387], [4.972, 4.405, 4.738], [50.703, 52.364, 51.692], [0.176, 0.149, 0.193], [2.975, 2.885, 2.678], [5.615, 4.346, 5.751], [33.054, 30.447, 29.805], [29.868, 27.901, 26.601], [26.929, 29.300, 25.761], [1.706, 1.651, 1.683], [0.157, 0.168, 0.156], [0.061, 0.062, 0.068], [0.056, 0.067, 0.059], [0.330, 0.308, 0.320], [0.043, 0.035, 0.032], [0.031, 0.031, 0.020], [0.026, 0.021, 0.020]
+[0.003, 0.003, 0.004], [0.031, 0.755, 0.029], [0.982, 0.403, 0.151], [1.037, 1.008, 0.277], [3.271, 2.949, 3.167], [3.972, 4.858, 2.913], [0.143, 0.134, 0.046], [0.034, 0.037, 0.047], [2.553, 2.199, 2.447], [2.971, 2.750, 2.681], [0.838, 0.871, 0.643], [1.004, 0.903, 1.131], [2.969, 3.197, 3.190], [5.617, 4.667, 4.776], [4.660, 4.523, 3.905], [2.790, 2.544, 2.464], [10.995, 11.301, 9.926], [7.538, 8.087, 8.008], [29.355, 37.493, 39.672], [0.078, 0.085, 0.076], [4.872, 22.713, 4.422], [5.198, 26.180, 5.288], [26.797, 5.974, 6.121], [19.114, 82.504, 21.365], [1.612, 1.428, 1.462], [1.020, 1.005, 0.991], [1.616, 1.436, 1.384], [5.014, 4.844, 4.527], [49.458, 65.169, 50.682], [0.158, 0.149, 0.170], [3.423, 3.128, 2.700], [3.992, 5.639, 11.379], [37.261, 34.079, 33.820], [27.792, 28.114, 28.024], [26.666, 27.657, 28.319], [1.792, 1.739, 1.706], [0.362, 0.172, 0.168], [0.060, 0.071, 0.059], [0.071, 0.179, 0.064], [0.347, 0.485, 0.327], [0.037, 0.029, 0.298], [0.243, 0.025, 0.028], [0.022, 0.023, 0.020]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.360GB.json b/clickhouse-cloud/results/gcp.360GB.json
index dcd5e71b..bfced634 100644
--- a/clickhouse-cloud/results/gcp.360GB.json
+++ b/clickhouse-cloud/results/gcp.360GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "360GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 213.048,
-    "data_size": 9945648887,
+    "load_time": 173.036,
+    "data_size": 9945099612,
 
     "result": [
-[0.004, 0.004, 0.003], [0.440, 0.384, 0.017], [0.034, 0.264, 0.203], [0.408, 0.043, 0.043], [0.513, 0.264, 0.288], [0.557, 0.595, 0.364], [0.174, 0.151, 0.017], [0.020, 0.091, 0.075], [0.758, 0.449, 0.423], [0.447, 0.698, 0.467], [0.313, 0.301, 0.172], [0.396, 0.312, 0.166], [0.333, 0.420, 0.290], [0.561, 0.503, 0.472], [0.692, 0.403, 0.375], [0.270, 0.288, 0.355], [0.941, 1.111, 0.799], [0.541, 0.644, 0.566], [2.409, 2.209, 1.764], [0.019, 0.239, 0.018], [1.721, 0.389, 0.390], [0.480, 0.527, 0.446], [2.873, 0.514, 1.537], [1.550, 1.374, 6.655], [0.156, 0.149, 0.149], [0.114, 0.116, 0.122], [0.141, 0.160, 0.158], [0.429, 0.534, 0.513], [3.917, 3.538, 3.618], [0.099, 0.232, 0.038], [0.318, 0.692, 0.305], [1.069, 0.466, 0.578], [2.443, 2.197, 2.502], [1.728, 1.588, 1.539], [1.903, 1.720, 1.713], [0.282, 0.286, 0.179], [0.055, 0.050, 0.044], [0.028, 0.031, 0.164], [0.160, 0.033, 0.031], [0.072, 0.091, 0.285], [0.258, 0.023, 0.019], [0.017, 0.205, 0.018], [0.013, 0.013, 0.015]
+[0.003, 0.003, 0.003], [0.445, 0.022, 0.019], [0.038, 0.038, 0.041], [0.532, 0.045, 0.415], [0.298, 0.297, 0.255], [0.595, 0.592, 0.249], [0.166, 0.139, 0.022], [0.107, 0.147, 0.021], [0.779, 0.762, 0.432], [0.766, 0.455, 0.468], [0.187, 0.166, 0.165], [0.524, 0.183, 0.157], [0.566, 0.532, 0.382], [0.480, 0.500, 0.429], [0.448, 0.441, 0.411], [0.311, 0.210, 0.362], [0.886, 0.956, 0.753], [0.526, 0.813, 0.591], [2.202, 2.173, 1.777], [0.019, 0.183, 0.018], [1.816, 0.457, 0.354], [0.518, 0.412, 1.961], [2.064, 0.508, 0.527], [5.461, 1.707, 1.711], [0.162, 0.139, 0.159], [0.128, 0.132, 0.101], [0.338, 0.144, 0.151], [0.532, 0.454, 0.443], [4.609, 3.511, 3.556], [0.201, 0.039, 0.038], [0.358, 0.337, 0.279], [0.487, 0.453, 1.107], [2.561, 2.546, 2.458], [1.873, 1.499, 1.839], [1.632, 1.922, 1.894], [0.279, 0.293, 0.206], [0.045, 0.059, 0.054], [0.189, 0.036, 0.034], [0.038, 0.036, 0.035], [0.087, 0.109, 0.092], [0.286, 0.021, 0.020], [0.211, 0.019, 0.021], [0.016, 0.014, 0.016]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.48GB.json b/clickhouse-cloud/results/gcp.48GB.json
index 191254a3..1bebeff4 100644
--- a/clickhouse-cloud/results/gcp.48GB.json
+++ b/clickhouse-cloud/results/gcp.48GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "48GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 378.335,
-    "data_size": 9941644449,
+    "load_time": 430.422,
+    "data_size": 9946415374,
 
     "result": [
-[0.002, 0.002, 0.018], [1.312, 0.065, 1.003], [0.382, 0.263, 0.099], [0.234, 1.222, 0.193], [1.400, 0.872, 0.848], [2.134, 2.051, 1.528], [0.204, 0.035, 0.119], [0.166, 0.030, 0.027], [1.704, 1.747, 1.939], [1.605, 2.110, 1.694], [0.477, 0.466, 0.453], [0.629, 0.663, 0.532], [1.613, 2.150, 1.379], [3.496, 3.412, 3.383], [2.760, 2.222, 2.611], [1.524, 1.532, 1.451], [6.641, 6.639, 5.388], [3.350, 4.247, 3.440], [13.338, 12.054, 12.353], [0.043, 0.042, 0.042], [11.648, 7.953, 2.332], [3.243, 2.641, 3.239], [13.765, 2.939, 3.755], [39.393, 11.637, 10.230], [0.895, 0.893, 0.919], [0.616, 0.531, 0.662], [1.510, 0.850, 0.690], [2.532, 2.741, 2.267], [31.740, 27.831, 32.890], [0.086, 0.263, 0.083], [3.504, 1.463, 1.394], [2.488, 1.945, 1.856], [15.018, 27.996, 34.491], [17.237, 15.161, 8.810], [8.440, 8.468, 8.638], [1.037, 1.110, 0.893], [0.297, 0.288, 0.124], [0.324, 0.059, 0.064], [0.056, 0.205, 0.165], [0.280, 0.271, 0.259], [0.027, 0.319, 0.268], [0.198, 0.177, 0.020], [0.221, 0.153, 0.018]
+[0.002, 0.003, 0.002], [1.306, 0.027, 1.324], [0.292, 0.302, 0.101], [0.177, 0.201, 0.236], [1.606, 1.464, 1.481], [2.281, 2.343, 1.988], [0.028, 0.030, 0.164], [0.230, 0.049, 0.025], [2.246, 1.932, 1.368], [2.283, 2.531, 1.744], [0.553, 0.530, 0.525], [0.654, 0.530, 0.713], [2.743, 1.889, 1.353], [3.381, 2.770, 3.438], [2.077, 2.423, 2.703], [1.216, 1.375, 1.229], [5.602, 4.694, 4.756], [3.351, 5.057, 4.054], [12.821, 14.718, 12.416], [0.048, 0.048, 0.045], [11.162, 9.106, 2.906], [3.283, 2.483, 2.603], [4.023, 3.875, 13.968], [37.917, 38.928, 8.747], [1.572, 1.559, 0.710], [0.526, 0.545, 0.546], [0.771, 0.701, 0.698], [10.485, 2.238, 8.988], [30.245, 24.860, 24.789], [0.286, 0.092, 0.231], [1.474, 2.325, 1.499], [5.481, 2.399, 2.150], [16.414, 26.368, 19.864], [8.698, 8.556, 9.382], [8.824, 8.581, 9.167], [1.182, 1.034, 1.008], [0.310, 0.312, 0.138], [0.346, 0.056, 0.057], [0.207, 0.061, 0.051], [0.276, 0.262, 0.250], [0.335, 0.033, 0.021], [0.233, 0.023, 0.022], [0.018, 0.017, 0.017]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.708GB.json b/clickhouse-cloud/results/gcp.708GB.json
index bcafe004..eb2f7854 100644
--- a/clickhouse-cloud/results/gcp.708GB.json
+++ b/clickhouse-cloud/results/gcp.708GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "708GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 172.967,
-    "data_size": 9947015777,
+    "load_time": 214.404,
+    "data_size": 9945104431,
 
     "result": [
-[0.005, 0.004, 0.004], [0.031, 0.629, 0.024], [0.034, 0.564, 0.314], [0.432, 0.342, 0.038], [0.233, 0.300, 0.272], [0.627, 0.264, 0.490], [0.197, 0.023, 0.184], [0.026, 0.131, 0.028], [0.429, 0.658, 0.695], [0.484, 0.473, 0.445], [0.350, 0.140, 0.149], [0.159, 0.498, 0.425], [0.531, 0.311, 0.429], [0.371, 0.319, 0.417], [0.332, 0.543, 0.286], [0.182, 0.220, 0.178], [0.641, 0.584, 0.591], [0.648, 0.460, 0.424], [1.971, 1.148, 1.927], [0.018, 0.020, 0.020], [1.259, 1.262, 0.317], [0.397, 0.383, 0.354], [1.188, 1.858, 0.435], [4.360, 3.542, 1.225], [0.276, 0.140, 0.115], [0.087, 0.093, 0.086], [0.146, 0.120, 0.116], [0.377, 0.410, 0.392], [3.046, 3.082, 3.013], [0.050, 0.047, 0.046], [0.245, 0.228, 0.281], [0.441, 0.453, 0.531], [1.866, 1.442, 1.855], [1.168, 1.122, 1.872], [1.139, 1.151, 1.893], [0.292, 0.134, 0.128], [0.217, 0.197, 0.062], [0.033, 0.173, 0.192], [0.034, 0.036, 0.147], [0.245, 0.246, 0.104], [0.202, 0.020, 0.019], [0.187, 0.019, 0.020], [0.144, 0.014, 0.088]
+[0.004, 0.004, 0.004], [0.491, 0.459, 0.113], [0.321, 0.035, 0.035], [0.476, 0.394, 0.040], [0.278, 0.180, 0.260], [0.501, 0.448, 0.225], [0.172, 0.019, 0.029], [0.139, 0.029, 0.114], [0.566, 0.395, 0.475], [0.582, 0.620, 0.500], [0.350, 0.142, 0.343], [0.341, 0.129, 0.329], [0.343, 0.287, 0.271], [0.543, 0.449, 0.376], [0.546, 0.399, 0.299], [0.188, 0.180, 0.289], [0.709, 0.916, 0.635], [0.537, 0.435, 0.543], [2.078, 1.893, 1.761], [0.020, 0.026, 0.197], [1.127, 0.350, 0.361], [0.456, 0.435, 0.413], [1.739, 0.530, 0.405], [4.068, 3.492, 1.394], [0.129, 0.182, 0.144], [0.109, 0.120, 0.116], [0.149, 0.137, 0.139], [0.478, 0.460, 0.444], [3.439, 3.427, 3.041], [0.043, 0.056, 0.045], [0.258, 0.323, 0.299], [0.471, 0.489, 0.436], [2.187, 2.121, 2.517], [1.789, 2.092, 1.769], [1.680, 1.792, 1.632], [0.207, 0.209, 0.174], [0.047, 0.058, 0.061], [0.035, 0.035, 0.035], [0.034, 0.039, 0.043], [0.108, 0.114, 0.098], [0.023, 0.020, 0.020], [0.022, 0.020, 0.022], [0.017, 0.015, 0.015]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.96GB.json b/clickhouse-cloud/results/gcp.96GB.json
index fe59d0d7..88b11e23 100644
--- a/clickhouse-cloud/results/gcp.96GB.json
+++ b/clickhouse-cloud/results/gcp.96GB.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "96GB",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 211.630,
-    "data_size": 9944073100,
+    "load_time": 218.673,
+    "data_size": 9943610169,
 
     "result": [
-[0.003, 0.003, 0.004], [0.023, 0.022, 0.714], [0.084, 0.403, 0.788], [0.120, 0.110, 0.639], [1.095, 0.795, 0.867], [1.081, 1.078, 0.744], [0.181, 0.229, 0.024], [0.126, 0.024, 0.117], [1.146, 0.859, 0.885], [0.959, 1.391, 0.875], [0.405, 0.300, 0.345], [0.458, 0.319, 0.460], [0.884, 0.875, 0.876], [1.362, 1.296, 1.787], [1.324, 1.326, 1.541], [0.845, 0.988, 0.933], [2.957, 3.895, 2.744], [2.109, 2.542, 2.373], [6.834, 6.366, 5.052], [0.036, 0.027, 0.030], [5.758, 4.821, 1.169], [1.596, 1.388, 1.397], [6.725, 1.921, 1.800], [4.900, 19.899, 16.761], [0.417, 0.445, 0.414], [0.270, 0.301, 0.319], [0.392, 0.381, 0.382], [1.310, 1.190, 1.167], [12.555, 12.181, 13.496], [0.057, 0.058, 0.072], [0.921, 0.916, 0.913], [1.204, 1.569, 1.559], [4.030, 5.236, 5.050], [4.483, 4.653, 4.700], [4.598, 4.553, 4.831], [0.493, 0.516, 0.530], [0.083, 0.073, 0.064], [0.042, 0.035, 0.035], [0.040, 0.036, 0.038], [0.134, 0.131, 0.132], [0.023, 0.023, 0.022], [0.014, 0.015, 0.017], [0.013, 0.014, 0.012]
+[0.003, 0.003, 0.003], [0.566, 0.019, 0.529], [0.284, 0.070, 0.084], [0.499, 0.078, 0.087], [0.615, 0.506, 0.552], [0.987, 0.773, 1.170], [0.021, 0.322, 0.182], [0.023, 0.020, 0.158], [1.213, 0.923, 0.897], [1.336, 1.047, 0.994], [0.305, 0.282, 0.424], [0.456, 0.455, 0.346], [0.939, 1.176, 0.776], [1.794, 1.395, 1.663], [1.469, 1.110, 1.469], [1.022, 0.743, 0.768], [3.767, 3.427, 3.450], [1.782, 2.168, 2.186], [6.984, 6.192, 4.795], [0.028, 0.032, 0.031], [5.694, 1.303, 1.460], [5.378, 1.625, 1.523], [1.956, 1.817, 6.501], [18.943, 4.234, 16.138], [0.398, 0.369, 0.465], [0.353, 0.267, 0.283], [0.449, 0.417, 0.435], [1.403, 1.226, 1.196], [13.720, 13.366, 13.042], [0.074, 0.072, 0.068], [1.047, 1.029, 0.985], [1.586, 1.423, 1.431], [6.796, 5.047, 4.928], [4.818, 4.468, 4.567], [4.819, 5.110, 5.366], [0.574, 0.489, 0.594], [0.065, 0.078, 0.068], [0.038, 0.043, 0.039], [0.037, 0.034, 0.040], [0.120, 0.136, 0.120], [0.028, 0.023, 0.024], [0.019, 0.019, 0.016], [0.015, 0.020, 0.014]
 ]
 }
 
diff --git a/clickhouse-cloud/results/gcp.dev.json b/clickhouse-cloud/results/gcp.dev.json
index 93e770bf..71bebc11 100644
--- a/clickhouse-cloud/results/gcp.dev.json
+++ b/clickhouse-cloud/results/gcp.dev.json
@@ -1,18 +1,18 @@
 
 {
     "system": "ClickHouse Cloud (gcp)",
-    "date": "2024-11-23",
+    "date": "2024-11-24",
     "machine": "dev",
     "cluster_size": "serverless",
     "comment": "",
 
     "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"],
 
-    "load_time": 595.075,
-    "data_size": 9945357542,
+    "load_time": 614.384,
+    "data_size": 9947548785,
 
     "result": [
-[0.003, 0.003, 0.003], [0.023, 0.018, 0.029], [0.110, 0.114, 0.111], [0.220, 0.201, 0.328], [1.389, 1.220, 0.959], [1.542, 2.178, 2.223], [0.035, 0.027, 0.032], [0.029, 0.027, 0.026], [1.343, 1.302, 1.889], [2.191, 2.140, 2.151], [0.593, 0.391, 0.422], [0.513, 0.620, 0.622], [1.966, 1.902, 1.809], [2.639, 2.684, 2.703], [2.403, 2.032, 2.036], [1.367, 1.507, 1.256], [5.955, 5.784, 5.753], [3.707, 3.600, 3.975], [17.393, 18.734, 18.024], [0.051, 0.052, 0.050], [2.458, 2.365, 2.683], [2.839, 2.915, 2.636], [3.374, 3.438, 3.031], [10.641, 11.427, 10.970], [0.738, 0.799, 0.784], [0.580, 0.589, 0.545], [0.769, 0.782, 0.766], [2.596, 2.734, 2.502], [26.532, 27.898, 27.720], [0.101, 0.105, 0.109], [1.777, 1.547, 1.697], [2.971, 2.694, 2.160], [18.009, 19.992, 18.296], [19.972, 16.364, 16.389], [16.419, 16.175, 20.481], [1.475, 1.212, 1.319], [0.154, 0.121, 0.120], [0.050, 0.074, 0.063], [0.046, 0.048, 0.073], [0.316, 0.304, 0.267], [0.039, 0.030, 0.028], [0.021, 0.016, 0.029], [0.018, 0.018, 0.016]
+[0.003, 0.003, 0.002], [0.025, 0.026, 0.020], [0.107, 0.166, 0.209], [0.277, 0.238, 0.339], [1.855, 1.309, 1.213], [1.628, 2.273, 2.147], [0.038, 0.031, 0.040], [0.023, 0.025, 0.028], [1.281, 2.010, 1.657], [2.005, 2.030, 1.541], [0.638, 0.379, 0.376], [0.754, 0.514, 0.725], [2.130, 1.703, 1.677], [2.805, 2.557, 2.765], [2.259, 2.272, 2.160], [1.219, 1.420, 1.354], [5.305, 5.201, 6.000], [3.550, 3.817, 3.979], [16.907, 17.049, 16.565], [0.060, 0.045, 0.054], [2.578, 2.432, 2.624], [2.945, 3.034, 2.886], [3.301, 3.141, 3.538], [10.981, 10.534, 9.928], [1.029, 0.802, 0.744], [0.534, 0.526, 0.662], [0.755, 0.758, 0.721], [2.417, 2.620, 2.401], [26.498, 26.444, 26.528], [0.119, 0.146, 0.106], [1.523, 1.454, 1.632], [2.635, 2.709, 1.965], [20.364, 17.667, 17.855], [15.962, 15.779, 15.797], [15.443, 16.151, 15.901], [1.118, 1.139, 0.901], [0.124, 0.114, 0.123], [0.054, 0.048, 0.061], [0.046, 0.053, 0.049], [0.265, 0.240, 0.199], [0.033, 0.029, 0.032], [0.021, 0.018, 0.018], [0.017, 0.022, 0.016]
 ]
 }