diff --git a/clickhouse-datalake-partitioned/results/c6a.2xlarge.json b/clickhouse-datalake-partitioned/results/c6a.2xlarge.json
index a9083bdae..2b847e4dc 100644
--- a/clickhouse-datalake-partitioned/results/c6a.2xlarge.json
+++ b/clickhouse-datalake-partitioned/results/c6a.2xlarge.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, partitioned)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c6a.2xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [1.283, 0.05, 0.048],
-        [3.32, 0.086, 0.081],
-        [2.43, 0.147, 0.139],
-        [3.586, 0.128, 0.129],
-        [0.743, 0.67, 0.654],
-        [1.962, 1.264, 1.273],
-        [0.726, 0.095, 0.092],
-        [0.261, 0.086, 0.082],
-        [0.874, 0.752, 0.756],
-        [1.113, 0.895, 0.903],
-        [0.4, 0.253, 0.261],
-        [0.439, 0.289, 0.296],
-        [1.079, 0.934, 0.924],
-        [1.526, 1.413, 1.412],
-        [1.248, 1.074, 1.099],
-        [0.898, 0.815, 0.801],
-        [2.933, 2.837, 2.833],
-        [2.117, 2.066, 2.1],
-        [5.282, 4.906, 4.876],
-        [0.215, 0.116, 0.119],
-        [4.608, 1.497, 1.171],
-        [2.257, 1.292, 1.278],
-        [8.389, 7.571, 7.19],
-        [16.248, 18.285, 17.872],
-        [2.645, 0.627, 0.531],
-        [0.451, 0.332, 0.335],
-        [0.646, 0.531, 0.53],
-        [3.896, 1.638, 1.298],
-        [20.199, 18.944, 19.13],
-        [0.363, 0.163, 0.119],
-        [2.154, 1.109, 0.964],
-        [3.616, 2.787, 2.507],
+        [0.57, 0.049, 0.047],
+        [1.766, 0.078, 0.08],
+        [2.441, 0.145, 0.145],
+        [2.048, 0.128, 0.125],
+        [2.455, 0.654, 0.658],
+        [2.746, 1.281, 1.265],
+        [1.756, 0.089, 0.079],
+        [1.693, 0.081, 0.084],
+        [2.572, 0.761, 0.751],
+        [3.675, 1.958, 0.907],
+        [3.311, 0.311, 0.262],
+        [3.325, 0.346, 0.299],
+        [2.743, 0.923, 0.939],
+        [4.411, 1.948, 1.427],
+        [2.836, 1.109, 1.102],
+        [2.579, 0.787, 0.793],
+        [5.045, 3.312, 2.837],
+        [4.064, 2.49, 2.077],
+        [7.26, 6.009, 7.325],
+        [1.777, 0.121, 0.112],
+        [5.82, 3.611, 1.161],
+        [7.72, 7.37, 7.181],
+        [12.41, 11.063, 10.375],
+        [21.887, 17.783, 18.271],
+        [4.055, 1.588, 0.529],
+        [2.312, 0.346, 0.343],
+        [4.003, 1.521, 0.535],
+        [6.436, 5.779, 3.682],
+        [20.469, 19.307, 18.864],
+        [1.912, 0.119, 0.119],
+        [4.012, 1.966, 0.841],
+        [5.453, 5.373, 5.34],
         [null, null, null],
-        [6.297, 4.384, 4.397],
-        [4.427, null, 4.318],
-        [0.972, 0.548, 0.515],
-        [0.461, 0.14, 0.152],
-        [0.34, 0.092, 0.106],
-        [0.259, 0.094, 0.085],
-        [0.449, 0.232, 0.236],
-        [0.327, 0.075, 0.075],
-        [0.199, 0.071, 0.074],
-        [0.208, 0.068, 0.059]
+        [8.051, 5.905, 4.257],
+        [8.048, 6.128, 4.307],
+        [2.189, 0.508, 0.58],
+        [0.802, 0.14, 0.133],
+        [0.732, 0.092, 0.096],
+        [0.781, 0.084, 0.087],
+        [0.965, 0.238, 0.227],
+        [0.705, 0.072, 0.069],
+        [0.716, 0.071, 0.069],
+        [0.696, 0.06, 0.065]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c6a.4xlarge.json b/clickhouse-datalake-partitioned/results/c6a.4xlarge.json
index b4a1d717b..fed6f66d1 100644
--- a/clickhouse-datalake-partitioned/results/c6a.4xlarge.json
+++ b/clickhouse-datalake-partitioned/results/c6a.4xlarge.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, partitioned)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c6a.4xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [1.247, 0.058, 0.056],
-        [2.758, 0.07, 0.068],
-        [1.941, 0.126, 0.132],
-        [2.55, 0.13, 0.127],
-        [0.542, 0.458, 0.462],
-        [1.172, 0.747, 0.738],
-        [0.751, 0.072, 0.086],
-        [0.233, 0.075, 0.08],
-        [0.665, 0.569, 0.57],
-        [0.83, 0.695, 0.673],
-        [0.371, 0.247, 0.235],
-        [0.389, 0.246, 0.252],
-        [0.825, 0.72, 0.703],
-        [1.14, 1.041, 1.037],
-        [0.953, 0.822, 0.796],
-        [0.645, 0.564, 0.538],
-        [1.997, 1.895, 1.927],
-        [1.335, 1.257, 1.267],
-        [4.029, 3.836, 3.864],
-        [0.234, 0.119, 0.12],
-        [2.467, 1.154, 1.175],
-        [1.387, 1.306, 1.276],
-        [3.052, 1.692, 1.685],
-        [6.41, 3.106, 3.076],
-        [0.521, 0.392, 0.406],
-        [0.417, 0.286, 0.289],
-        [0.52, 0.398, 0.406],
-        [1.315, 1.14, 1.162],
-        [9.977, 9.898, 9.817],
-        [0.251, 0.105, 0.09],
-        [0.807, 0.659, 0.66],
-        [1.276, 1.127, 1.15],
-        [4.755, 4.711, 4.648],
-        [3.335, 3.197, 3.252],
-        [3.253, 3.289, 3.218],
-        [0.526, 0.406, 0.396],
-        [0.277, 0.147, 0.147],
-        [0.234, 0.089, 0.093],
-        [0.235, 0.095, 0.086],
-        [0.379, 0.232, 0.218],
-        [0.216, 0.075, 0.094],
-        [0.222, 0.086, 0.074],
-        [0.219, 0.077, 0.062]
+        [0.491, 0.071, 0.054],
+        [1.445, 0.07, 0.077],
+        [1.759, 0.122, 0.123],
+        [1.429, 0.137, 0.127],
+        [1.665, 0.523, 0.495],
+        [1.698, 0.749, 0.771],
+        [1.271, 0.085, 0.075],
+        [1.194, 0.069, 0.068],
+        [1.718, 0.602, 0.558],
+        [2.909, 0.74, 0.706],
+        [2.373, 0.283, 0.253],
+        [2.626, 0.246, 0.245],
+        [1.752, 0.815, 0.779],
+        [2.837, 1.141, 1.087],
+        [1.833, 0.851, 0.88],
+        [1.753, 0.554, 0.606],
+        [3.427, 2.075, 1.998],
+        [2.64, 1.397, 1.327],
+        [5.687, 4.094, 4.26],
+        [1.196, 0.118, 0.122],
+        [3.464, 1.384, 1.23],
+        [4.86, 1.48, 1.563],
+        [6.593, 3.248, 1.799],
+        [11.428, 3.734, 3.393],
+        [2.655, 0.477, 0.443],
+        [1.467, 0.287, 0.296],
+        [2.668, 0.403, 0.439],
+        [4.053, 1.289, 1.365],
+        [10.85, 9.879, 9.658],
+        [1.288, 0.092, 0.094],
+        [2.923, 0.712, 0.76],
+        [4.339, 1.332, 1.29],
+        [6.806, 5.284, 5.073],
+        [5.274, 3.503, 3.371],
+        [5.07, 3.499, 3.541],
+        [1.522, 0.433, 0.419],
+        [0.67, 0.131, 0.128],
+        [0.602, 0.089, 0.104],
+        [0.684, 0.095, 0.095],
+        [0.846, 0.241, 0.232],
+        [0.55, 0.075, 0.074],
+        [0.601, 0.085, 0.075],
+        [0.506, 0.077, 0.078]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c6a.large.json b/clickhouse-datalake-partitioned/results/c6a.large.json
index 8c287b24c..fc05b1bd6 100644
--- a/clickhouse-datalake-partitioned/results/c6a.large.json
+++ b/clickhouse-datalake-partitioned/results/c6a.large.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, partitioned)",
-    "date": "2026-03-13",
+    "date": "2026-03-22",
     "machine": "c6a.large",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [1.363, 1.308, 1.296],
-        [3.646, 3.513, 3.448],
-        [6.092, 5.883, 5.829],
-        [5.537, 5.508, 5.473],
-        [6.634, 6.52, 6.289],
-        [7.97, 7.861, 7.85],
-        [3.982, 3.898, 3.835],
-        [3.601, 3.623, 3.596],
-        [6.756, 6.719, 6.619],
-        [8.304, 8.045, 7.941],
-        [8.872, 8.731, 8.559],
-        [8.903, 8.776, 8.666],
-        [7.781, 7.745, 7.668],
-        [14.411, 14.643, 14.681],
-        [9.967, 8.154, 8.227],
-        [7.113, 6.692, 6.907],
-        [15.811, 15.534, 15.719],
-        [12.882, 12.737, 12.816],
-        [26.062, 26.068, 26.075],
-        [4.761, 4.617, 4.725],
-        [17.176, 16.869, 16.839],
-        [22.259, 22.095, 22.03],
-        [39.796, 39.603, 39.624],
-        [69.804, 69.946, 70.775],
-        [10.907, 10.587, 10.675],
-        [6.501, 6.408, 6.48],
-        [11, 10.775, 10.493],
-        [18.519, 18.231, 18.253],
-        [81.285, 80.685, 80.725],
-        [4.792, 4.303, 4.655],
-        [9.171, 9.016, 9.154],
-        [12.761, 12.572, 12.72],
+        [1.711, 0.075, 0.07],
+        [4.923, 4.623, 4.687],
+        [8.617, 8.583, 7.924],
+        [7.465, 7.293, 7.525],
+        [8.564, 8.379, 8.778],
+        [10.488, 10.066, 9.959],
+        [5.213, 5.03, 4.769],
+        [4.867, 4.594, 4.569],
+        [9.228, 8.767, 8.875],
+        [12.282, 12.172, 11.972],
+        [11.838, 11.721, 11.617],
+        [12.082, 12.033, 11.739],
+        [9.909, 10.074, 9.628],
+        [18.688, 18.349, 18.097],
+        [10.639, 10.46, 10.386],
+        [9.076, 8.987, 8.809],
+        [19.56, 19.168, 19.367],
+        [16.407, 17.136, 16.193],
+        [30.849, 30.408, 30.661],
+        [6.385, 6.222, 6.187],
+        [21.096, 20.707, 20.968],
+        [28.051, 27.404, 27.574],
+        [45.687, 43.513, 43.441],
+        [77.926, 78.22, 77.71],
+        [15.186, 14.79, 14.923],
+        [8.564, 8.38, 8.167],
+        [14.845, 14.859, 14.556],
+        [22.875, 22.956, 22.551],
+        [82.81, 82.325, 82.777],
+        [6.127, 5.989, 5.783],
+        [12.93, 12.8, 12.844],
+        [17.432, 17.235, 17.051],
         [null, null, null],
         [null, null, null],
         [null, null, null],
-        [6.243, 6.179, 6.261],
-        [1.943, 1.804, 1.762],
-        [1.721, 1.585, 1.557],
-        [1.811, 1.701, 1.643],
-        [2.197, 2.053, 2.073],
-        [1.685, 1.517, 1.497],
-        [1.611, 1.505, 1.546],
-        [1.617, 1.413, 1.424]
+        [8.015, 7.931, 7.984],
+        [2.378, 0.229, 0.226],
+        [2.09, 0.143, 0.144],
+        [2.313, 0.132, 0.133],
+        [2.607, 0.388, 0.367],
+        [2.06, 0.115, 0.113],
+        [2.119, 0.104, 0.108],
+        [2.037, 0.1, 0.097]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c6a.metal.json b/clickhouse-datalake-partitioned/results/c6a.metal.json
index 245c3367a..554d47cb4 100644
--- a/clickhouse-datalake-partitioned/results/c6a.metal.json
+++ b/clickhouse-datalake-partitioned/results/c6a.metal.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, partitioned)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c6a.metal",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [0.315, 0.098, 0.101],
-        [0.777, 0.151, 0.139],
-        [0.626, 0.161, 0.151],
-        [0.795, 0.158, 0.182],
-        [0.378, 0.33, 0.34],
-        [0.467, 0.34, 0.338],
-        [0.411, 0.134, 0.139],
-        [0.265, 0.153, 0.117],
-        [0.526, 0.48, 0.457],
-        [0.576, 0.505, 0.483],
-        [0.381, 0.239, 0.269],
-        [0.36, 0.253, 0.242],
-        [0.406, 0.324, 0.312],
-        [0.511, 0.365, 0.396],
-        [0.43, 0.34, 0.329],
-        [0.359, 0.247, 0.277],
-        [0.673, 0.516, 0.674],
-        [0.574, 0.468, 0.491],
-        [1.185, 1.016, 0.966],
-        [0.219, 0.156, 0.154],
-        [1.698, 0.563, 0.522],
-        [0.652, 0.541, 0.534],
-        [1.506, 0.718, 0.726],
-        [3.502, 1.233, 1.235],
-        [0.376, 0.244, 0.244],
-        [0.305, 0.231, 0.231],
-        [0.343, 0.258, 0.274],
-        [0.675, 0.592, 0.523],
-        [2.85, 2.411, 2.877],
-        [0.271, 0.181, 0.177],
-        [0.438, 0.32, 0.34],
-        [0.554, 0.453, 0.47],
-        [1.598, 1.365, 1.454],
-        [1.151, 0.966, 0.962],
-        [1.103, 0.961, 0.925],
-        [0.316, 0.212, 0.214],
-        [0.289, 0.186, 0.184],
-        [0.291, 0.175, 0.146],
-        [0.26, 0.128, 0.146],
-        [0.35, 0.257, 0.246],
-        [0.233, 0.134, 0.131],
-        [0.25, 0.133, 0.133],
-        [0.254, 0.12, 0.121]
+        [0.254, 0.09, 0.109],
+        [0.503, 0.132, 0.142],
+        [0.69, 0.17, 0.174],
+        [0.881, 0.179, 0.173],
+        [0.74, 0.315, 0.324],
+        [0.776, 0.349, 0.343],
+        [0.527, 0.124, 0.134],
+        [0.567, 0.126, 0.132],
+        [1.181, 0.444, 0.491],
+        [1.291, 0.486, 0.491],
+        [0.867, 0.253, 0.244],
+        [0.902, 0.257, 0.255],
+        [1.095, 0.331, 0.34],
+        [1.159, 0.404, 0.395],
+        [0.861, 0.331, 0.337],
+        [1.055, 0.256, 0.242],
+        [1.267, 0.581, 0.539],
+        [1.157, 0.492, 0.466],
+        [1.77, 0.978, 0.943],
+        [0.517, 0.158, 0.172],
+        [1.907, 0.568, 0.559],
+        [2.403, 0.568, 0.525],
+        [2.871, 0.654, 0.731],
+        [4.332, 1.304, 1.232],
+        [0.99, 0.269, 0.254],
+        [0.668, 0.222, 0.23],
+        [1.02, 0.256, 0.256],
+        [2.078, 0.49, 0.534],
+        [3.355, 2.335, 2.517],
+        [0.574, 0.168, 0.177],
+        [1.151, 0.31, 0.32],
+        [1.529, 0.444, 0.466],
+        [2.261, 1.362, 1.59],
+        [2.012, 0.973, 0.982],
+        [2.522, 1.002, 0.953],
+        [0.642, 0.203, 0.246],
+        [0.671, 0.177, 0.167],
+        [0.477, 0.146, 0.156],
+        [0.605, 0.14, 0.141],
+        [0.768, 0.255, 0.22],
+        [0.524, 0.121, 0.135],
+        [0.518, 0.132, 0.139],
+        [0.463, 0.116, 0.105]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c6a.xlarge.json b/clickhouse-datalake-partitioned/results/c6a.xlarge.json
index d3edc9ffc..ff59e422b 100644
--- a/clickhouse-datalake-partitioned/results/c6a.xlarge.json
+++ b/clickhouse-datalake-partitioned/results/c6a.xlarge.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, partitioned)",
-    "date": "2026-03-13",
+    "date": "2026-03-22",
     "machine": "c6a.xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [0.723, 0.671, 0.665],
-        [2.4, 2.311, 2.328],
-        [3.099, 3.13, 3.063],
-        [2.84, 2.712, 2.79],
-        [3.337, 3.376, 3.403],
-        [4.018, 3.854, 3.982],
-        [2.686, 2.59, 2.603],
-        [2.502, 2.344, 2.312],
-        [3.508, 3.369, 3.423],
-        [4.33, 4.285, 4.229],
-        [4.792, 4.632, 4.523],
-        [4.836, 4.612, 4.574],
-        [4.062, 3.842, 3.977],
-        [6.13, 6.057, 6.05],
-        [4.191, 3.853, 3.945],
-        [3.618, 3.549, 3.551],
-        [6.392, 9.76, 9.986],
-        [5.122, 4.978, 4.989],
-        [14.041, 13.781, 14.044],
-        [2.461, 2.493, 2.344],
-        [8.745, 8.666, 8.931],
-        [11.314, 11.201, 11.192],
-        [20.422, 20.203, 20.187],
-        [36.921, 36.631, 36.867],
-        [5.64, 5.458, 5.637],
-        [3.393, 3.247, 3.238],
-        [5.506, 5.483, 5.395],
-        [9.717, 9.592, 9.747],
-        [39.45, 39.075, 39.035],
-        [2.79, 2.651, 2.707],
-        [4.955, 5.01, 4.865],
-        [7.176, 6.888, 6.751],
+        [0.954, 0.055, 0.05],
+        [3.003, 0.107, 0.106],
+        [4.468, 3.148, 0.578],
+        [3.766, 1.709, 0.174],
+        [4.396, 2.06, 0.982],
+        [5.075, 3.398, 2.326],
+        [3.312, 0.34, 0.116],
+        [3.115, 0.112, 0.11],
+        [4.537, 2.527, 1.286],
+        [6.364, 6.16, 6.152],
+        [6.259, 5.99, 6.056],
+        [6.327, 5.984, 6.001],
+        [5.483, 2.882, 1.612],
+        [8.136, 7.989, 7.842],
+        [5.451, 3.087, 1.805],
+        [4.753, 2.176, 1.091],
+        [10.176, 10.31, 10.313],
+        [8.513, 8.52, 8.738],
+        [16.648, 16.889, 16.539],
+        [3.24, 0.166, 0.16],
+        [10.887, 10.832, 10.745],
+        [14.283, 13.963, 14.061],
+        [23.679, 21.674, 20.198],
+        [40.495, 40.245, 40.76],
+        [7.643, 7.32, 7.491],
+        [4.296, 2.012, 0.556],
+        [7.707, 7.654, 7.584],
+        [12.082, 11.889, 11.678],
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         [null, null, null],
         [null, null, null],
         [null, null, null],
-        [3.371, 3.275, 3.217],
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-        [0.996, 0.832, 0.845],
-        [1.224, 1.073, 1.057],
-        [0.909, 0.781, 0.801],
-        [0.935, 0.778, 0.797],
-        [0.886, 0.738, 0.714]
+        [4.184, 1.577, 0.865],
+        [1.31, 0.156, 0.155],
+        [1.161, 0.143, 0.106],
+        [1.205, 0.087, 0.089],
+        [1.398, 0.265, 0.259],
+        [1.131, 0.078, 0.081],
+        [1.175, 0.076, 0.078],
+        [1.104, 0.067, 0.067]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json b/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json
index be9c58e55..0de2895b0 100644
--- a/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json
+++ b/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, partitioned)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c7a.metal-48xl",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
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+        [0.252, 0.13, 0.107],
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+        [0.83, 0.277, 0.252],
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+        [0.952, 0.361, 0.366],
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+        [0.914, 0.246, 0.246],
+        [1.18, 0.435, 0.452],
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+        [1.555, 1.018, 0.897],
+        [2.017, 0.902, 0.949],
+        [2.041, 0.823, 0.795],
+        [0.554, 0.219, 0.21],
+        [0.614, 0.184, 0.177],
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+        [0.767, 0.243, 0.243],
+        [0.541, 0.134, 0.147],
+        [0.567, 0.139, 0.131],
+        [0.485, 0.123, 0.113]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c8g.4xlarge.json b/clickhouse-datalake-partitioned/results/c8g.4xlarge.json
index 1d06dcd51..625fd3619 100644
--- a/clickhouse-datalake-partitioned/results/c8g.4xlarge.json
+++ b/clickhouse-datalake-partitioned/results/c8g.4xlarge.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, partitioned)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c8g.4xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
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-        [0.674, 0.6, 0.607],
-        [2.204, 1.567, 1.511],
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-        [0.166, 0.061, 0.069],
-        [0.141, 0.069, 0.063],
-        [0.134, 0.062, 0.056]
+        [0.302, 0.045, 0.043],
+        [0.948, 0.059, 0.063],
+        [1.365, 0.091, 0.093],
+        [1.309, 0.077, 0.077],
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+        [1.352, 0.365, 0.352],
+        [1.034, 0.062, 0.06],
+        [0.948, 0.072, 0.065],
+        [1.339, 0.299, 0.286],
+        [2.378, 0.359, 0.351],
+        [1.92, 0.173, 0.164],
+        [1.917, 0.161, 0.163],
+        [1.323, 0.369, 0.332],
+        [2.251, 0.485, 0.51],
+        [1.391, 0.384, 0.398],
+        [1.271, 0.269, 0.268],
+        [2.364, 0.758, 0.85],
+        [2.058, 0.574, 0.654],
+        [2.985, 1.418, 1.425],
+        [0.997, 0.081, 0.099],
+        [2.89, 0.537, 0.531],
+        [4.081, 0.573, 0.571],
+        [6.185, 3.026, 0.798],
+        [10.702, 2.978, 1.503],
+        [2.166, 0.229, 0.229],
+        [1.242, 0.168, 0.175],
+        [2.226, 0.224, 0.229],
+        [3.308, 0.46, 0.451],
+        [6.299, 5.375, 5.449],
+        [1.065, 0.086, 0.081],
+        [2.394, 0.339, 0.325],
+        [3.412, 0.457, 0.455],
+        [3.672, 1.632, 1.61],
+        [3.916, 1.247, 1.264],
+        [3.519, 1.281, 1.262],
+        [1.231, 0.218, 0.215],
+        [0.575, 0.101, 0.1],
+        [0.509, 0.076, 0.076],
+        [0.542, 0.077, 0.08],
+        [0.703, 0.155, 0.148],
+        [0.43, 0.074, 0.066],
+        [0.456, 0.063, 0.065],
+        [0.385, 0.053, 0.053]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json b/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json
index fbbb77fc8..b02709be0 100644
--- a/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json
+++ b/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, partitioned)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c8g.metal-48xl",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [0.266, 0.103, 0.109],
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-        [0.186, 0.126, 0.124]
+        [0.279, 0.107, 0.094],
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+        [0.957, 0.295, 0.284],
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+        [1.131, 0.686, 0.733],
+        [0.485, 0.128, 0.131],
+        [1.746, 0.407, 0.391],
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+        [1.101, 0.252, 0.27],
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+        [1.506, 0.914, 0.884],
+        [2.137, 0.658, 0.659],
+        [1.927, 0.711, 0.663],
+        [0.956, 0.176, 0.178],
+        [0.608, 0.163, 0.181],
+        [0.432, 0.131, 0.133],
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+        [0.698, 0.169, 0.189],
+        [0.453, 0.11, 0.121],
+        [0.479, 0.125, 0.135],
+        [0.414, 0.112, 0.124]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.2xlarge.json b/clickhouse-datalake/results/c6a.2xlarge.json
index 47fa8b605..cc873120e 100644
--- a/clickhouse-datalake/results/c6a.2xlarge.json
+++ b/clickhouse-datalake/results/c6a.2xlarge.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, single)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c6a.2xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
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-        [0.768, 0.16, 0.23],
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-        [7.694, 6.243, 5.139],
+        [0.287, 0.151, 0.159],
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+        [8.35, 5.007, 1.831],
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+        [12.725, 11.53, 10.722],
+        [27.491, 24.706, 24.691],
+        [3.642, 0.931, 0.919],
+        [2.374, 0.501, 0.517],
+        [3.686, 0.949, 0.915],
+        [18.284, 11.195, 2.322],
+        [20.06, 18.823, 18.511],
+        [1.358, 0.17, 0.166],
+        [11.527, 1.091, 1.093],
+        [13.781, 12.263, 8.233],
         [null, null, null],
-        [9.444, 5.03, 4.837],
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-        [0.448, 0.125, 0.118],
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+        [10.068, 7.385, 4.535],
+        [11.091, 7.181, 4.649],
+        [1.788, 0.516, 0.501],
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+        [0.625, 0.104, 0.109],
+        [0.628, 0.108, 0.112],
+        [0.549, 0.089, 0.096]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.4xlarge.json b/clickhouse-datalake/results/c6a.4xlarge.json
index 73c4cad8e..b331aaf64 100644
--- a/clickhouse-datalake/results/c6a.4xlarge.json
+++ b/clickhouse-datalake/results/c6a.4xlarge.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, single)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c6a.4xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
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-        [3.309, 3.119, 3.145],
-        [3.309, 3.113, 3.112],
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-        [0.377, 0.148, 0.127],
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-        [0.364, 0.119, 0.133],
-        [0.358, 0.115, 0.12],
-        [0.329, 0.117, 0.115]
+        [0.308, 0.158, 0.157],
+        [0.978, 0.12, 0.132],
+        [1.886, 0.199, 0.2],
+        [1.22, 0.172, 0.161],
+        [1.499, 0.504, 0.516],
+        [1.761, 0.762, 0.76],
+        [1.064, 0.108, 0.143],
+        [1.062, 0.121, 0.115],
+        [1.849, 0.651, 0.604],
+        [5.319, 0.711, 0.716],
+        [2.014, 0.314, 0.284],
+        [2.04, 0.322, 0.322],
+        [1.791, 0.723, 0.74],
+        [2.757, 1.064, 1.045],
+        [1.801, 0.821, 0.806],
+        [1.493, 0.577, 0.606],
+        [3.597, 1.936, 1.99],
+        [2.736, 1.275, 1.269],
+        [5.728, 3.882, 3.959],
+        [1.093, 0.157, 0.131],
+        [4.292, 1.248, 1.205],
+        [5.086, 1.436, 1.397],
+        [7.325, 4.085, 2.06],
+        [19.384, 8.33, 4.275],
+        [2.376, 0.534, 0.522],
+        [1.39, 0.318, 0.306],
+        [2.391, 0.544, 0.533],
+        [5.92, 1.248, 1.271],
+        [10.461, 9.505, 9.479],
+        [1.056, 0.128, 0.132],
+        [6.651, 0.727, 0.727],
+        [8.124, 1.132, 1.131],
+        [8.829, 4.827, 4.788],
+        [5.806, 3.292, 3.302],
+        [5.884, 3.245, 3.282],
+        [1.305, 0.433, 0.436],
+        [0.671, 0.157, 0.173],
+        [0.564, 0.131, 0.126],
+        [0.652, 0.115, 0.131],
+        [0.788, 0.184, 0.197],
+        [0.545, 0.11, 0.11],
+        [0.548, 0.099, 0.121],
+        [0.489, 0.091, 0.099]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.large.json b/clickhouse-datalake/results/c6a.large.json
index 55c72c2d9..b29e15de9 100644
--- a/clickhouse-datalake/results/c6a.large.json
+++ b/clickhouse-datalake/results/c6a.large.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, single)",
-    "date": "2026-03-13",
+    "date": "2026-03-22",
     "machine": "c6a.large",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.322, 0.202, 0.195],
-        [2.368, 2.174, 2.324],
-        [3.808, 3.505, 3.462],
-        [5.217, 5.616, 5.19],
-        [6.227, 6.004, 6.344],
-        [8.749, 8.735, 8.739],
-        [2.323, 2.124, 2.288],
-        [2.317, 2.111, 2.124],
-        [6.901, 6.699, 6.69],
-        [8.323, 8.055, 8.536],
-        [6.291, 6.114, 6.236],
-        [6.371, 6.221, 6.128],
-        [8.541, 8.838, 8.712],
-        [12.558, 12.256, 12.099],
-        [6.203, 6.349, 5.926],
-        [6.673, 6.556, 6.646],
-        [20.339, 19.539, 20.186],
-        [13.241, 13.091, 12.768],
-        [31.75, 31.182, 30.872],
-        [5.086, 5.026, 5.415],
-        [22.175, 30.023, 22.247],
-        [25.111, 27.63, 24.762],
-        [42.745, 41.221, 44.687],
-        [72.096, 71.106, 71.909],
-        [8.61, 8.173, 8.211],
-        [7.833, 6.455, 6.802],
-        [8.496, 8.473, 8.264],
-        [23.361, 23.497, 23.813],
-        [108.277, 107.872, 109.56],
-        [2.756, 2.524, 2.523],
-        [9.66, 9.366, 9.437],
-        [13.326, 13.16, 13.375],
+        [0.327, 0.149, 0.129],
+        [2.817, 1.263, 0.174],
+        [5.55, 5.161, 5.3],
+        [6.629, 5.659, 6.556],
+        [8.623, 8.033, 7.762],
+        [11.037, 10.326, 10.087],
+        [3.072, 1.59, 0.174],
+        [2.724, 1.356, 0.176],
+        [9.345, 8.979, 8.768],
+        [11.711, 11.698, 11.508],
+        [8.83, 8.783, 8.565],
+        [9.241, 8.84, 8.844],
+        [10.591, 10.983, 10.365],
+        [15.777, 15.521, 15.09],
+        [8.127, 9.606, 9.351],
+        [8.52, 8.487, 7.837],
+        [17.95, 17.636, 17.614],
+        [14.849, 14.249, 14.24],
+        [28.546, 28.708, 29.006],
+        [6.099, 5.139, 2.711],
+        [33.517, 25.308, 25.447],
+        [29.244, 31.936, 29.124],
+        [50.23, 47.61, 45.09],
+        [84.075, 81.469, 82.369],
+        [12.142, 11.459, 12.111],
+        [8.403, 8.035, 7.783],
+        [11.903, 11.746, 11.758],
+        [28.185, 36.167, 27.997],
+        [93.319, 94.188, 94.57],
+        [3.448, 2.195, 0.295],
+        [13.474, 12.914, 12.839],
+        [18.44, 17.273, 17.669],
         [null, null, null],
         [null, null, null],
         [null, null, null],
-        [3.778, 3.525, 3.558],
-        [1.282, 0.963, 0.977],
-        [0.745, 0.531, 0.538],
-        [1.07, 0.859, 0.841],
-        [1.554, 1.353, 1.381],
-        [0.705, 0.473, 0.481],
-        [0.649, 0.463, 0.456],
-        [0.578, 0.333, 0.346]
+        [5.132, 4.728, 4.013],
+        [1.276, 0.253, 0.263],
+        [0.872, 0.171, 0.158],
+        [1.042, 0.153, 0.154],
+        [1.451, 0.412, 0.383],
+        [0.795, 0.124, 0.12],
+        [0.848, 0.113, 0.126],
+        [0.622, 0.105, 0.102]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.metal.json b/clickhouse-datalake/results/c6a.metal.json
index bfdcc0fa6..d5751d6ac 100644
--- a/clickhouse-datalake/results/c6a.metal.json
+++ b/clickhouse-datalake/results/c6a.metal.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, single)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c6a.metal",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.403, 0.158, 0.167],
-        [0.704, 0.166, 0.146],
-        [0.552, 0.158, 0.189],
-        [0.681, 0.162, 0.158],
-        [0.491, 0.345, 0.337],
-        [0.519, 0.33, 0.334],
-        [0.453, 0.153, 0.155],
-        [0.371, 0.161, 0.158],
-        [0.665, 0.493, 0.486],
-        [0.714, 0.529, 0.512],
-        [0.458, 0.302, 0.284],
-        [0.461, 0.264, 0.29],
-        [0.517, 0.318, 0.323],
-        [0.556, 0.357, 0.396],
-        [0.493, 0.298, 0.331],
-        [0.424, 0.245, 0.265],
-        [0.622, 0.519, 0.528],
-        [0.552, 0.425, 0.411],
-        [1.232, 1.096, 1.017],
-        [0.351, 0.16, 0.153],
-        [1.812, 1.14, 0.605],
-        [1.178, 1.414, 1.262],
-        [2.693, 1.64, 1.535],
-        [16.345, 6.646, 6.619],
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-        [0.391, 0.212, 0.225],
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-        [1.545, 1.401, 1.41],
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-        [0.597, 0.417, 0.43],
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-        [1.379, 1.117, 1.149],
-        [1.28, 1.131, 0.915],
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-        [0.408, 0.233, 0.26],
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-        [0.384, 0.18, 0.186],
-        [0.367, 0.17, 0.167],
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-        [0.34, 0.119, 0.121],
-        [0.332, 0.13, 0.124],
-        [0.316, 0.121, 0.113]
+        [0.323, 0.161, 0.139],
+        [0.532, 0.136, 0.176],
+        [1.001, 0.208, 0.182],
+        [0.654, 0.179, 0.17],
+        [1.166, 0.324, 0.347],
+        [0.887, 0.35, 0.333],
+        [0.688, 0.165, 0.147],
+        [0.515, 0.147, 0.148],
+        [1.048, 0.493, 0.478],
+        [1.411, 0.523, 0.53],
+        [0.857, 0.273, 0.281],
+        [1.118, 0.276, 0.271],
+        [1.118, 0.323, 0.309],
+        [1.069, 0.37, 0.363],
+        [0.759, 0.311, 0.299],
+        [0.808, 0.244, 0.267],
+        [1.204, 0.521, 0.504],
+        [1.059, 0.415, 0.406],
+        [1.657, 1.036, 1.008],
+        [0.664, 0.153, 0.202],
+        [2.095, 0.586, 0.813],
+        [2.63, 1.314, 1.238],
+        [5.049, 1.411, 1.611],
+        [14.009, 6.419, 6.464],
+        [0.957, 0.241, 0.228],
+        [0.991, 0.191, 0.224],
+        [0.896, 0.228, 0.239],
+        [2.356, 0.573, 0.584],
+        [1.896, 1.412, 1.436],
+        [0.55, 0.158, 0.178],
+        [1.255, 0.428, 0.466],
+        [1.644, 0.58, 0.509],
+        [2.034, 1.126, 1.127],
+        [2.437, 0.973, 0.977],
+        [2.398, 0.983, 0.936],
+        [0.985, 0.223, 0.223],
+        [0.65, 0.196, 0.189],
+        [0.571, 0.18, 0.159],
+        [0.643, 0.168, 0.159],
+        [0.782, 0.206, 0.232],
+        [0.554, 0.114, 0.112],
+        [0.552, 0.115, 0.13],
+        [0.484, 0.124, 0.102]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.xlarge.json b/clickhouse-datalake/results/c6a.xlarge.json
index 54c6b41bb..d6a2648f8 100644
--- a/clickhouse-datalake/results/c6a.xlarge.json
+++ b/clickhouse-datalake/results/c6a.xlarge.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, single)",
-    "date": "2026-03-13",
+    "date": "2026-03-22",
     "machine": "c6a.xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.313, 0.215, 0.222],
-        [1.504, 1.33, 1.32],
-        [2.201, 2.116, 2.091],
-        [6.014, 5.505, 5.411],
-        [6.703, 6.512, 6.506],
-        [8.353, 8.319, 8.59],
-        [1.611, 1.408, 1.468],
-        [1.533, 1.332, 1.289],
-        [7.118, 7.038, 7.058],
-        [8.737, 8.595, 8.642],
-        [3.467, 3.262, 3.221],
-        [3.573, 3.5, 3.381],
-        [8.711, 8.584, 8.714],
-        [6.713, 6.617, 6.51],
-        [4.56, 4.257, 4.31],
-        [7.19, 6.991, 7.039],
-        [18.026, 17.767, 18.286],
-        [14.049, 14.108, 14.512],
-        [34.008, 34.109, 33.916],
-        [5.293, 5.048, 5.045],
-        [21.283, 21.414, 21.634],
-        [21.264, 19.047, 19.593],
-        [28.682, 27.366, 27.414],
-        [42.206, 43.654, 42.578],
-        [4.559, 4.49, 4.493],
-        [6.419, 6.743, 6.887],
-        [4.66, 4.38, 4.612],
-        [23.484, 23.959, 23.097],
-        [85.136, 87.307, 84.163],
-        [1.787, 1.602, 1.549],
-        [9.672, 9.149, 9.483],
-        [13.93, 13.663, 13.638],
+        [0.292, 0.151, 0.151],
+        [1.778, 0.157, 0.162],
+        [3.254, 1.154, 0.293],
+        [7.28, 0.317, 0.317],
+        [8.615, 0.986, 0.989],
+        [9.537, 2.375, 2.364],
+        [1.901, 0.15, 0.161],
+        [1.897, 0.164, 0.136],
+        [8.57, 1.277, 1.293],
+        [9.872, 9.77, 9.592],
+        [4.705, 4.175, 2.231],
+        [4.709, 4.269, 2.232],
+        [8.196, 1.752, 1.749],
+        [6.932, 6.936, 6.664],
+        [4.203, 1.939, 1.948],
+        [8.078, 1.104, 1.106],
+        [12.136, 12.108, 12.328],
+        [10.738, 10.843, 10.623],
+        [21.811, 21.422, 22],
+        [7.005, 0.27, 0.263],
+        [35.976, 25.928, 25.631],
+        [27.729, 23.11, 22.793],
+        [30.612, 27.082, 27.856],
+        [48.218, 49.19, 48.612],
+        [6.365, 6.124, 6.013],
+        [8.144, 1.082, 1.047],
+        [6.447, 6.092, 5.894],
+        [28.012, 28.13, 27.354],
+        [39.37, 39.449, 39.684],
+        [2.123, 0.227, 0.223],
+        [11.156, 10.66, 10.898],
+        [14.791, 14.489, 15.157],
         [null, null, null],
         [null, null, null],
         [null, null, null],
-        [2.898, 2.84, 2.741],
-        [1.186, 0.97, 0.974],
-        [0.78, 0.523, 0.522],
-        [1.071, 0.853, 0.843],
-        [1.584, 1.313, 1.328],
-        [0.726, 0.504, 0.519],
-        [0.692, 0.475, 0.486],
-        [0.559, 0.342, 0.356]
+        [3.163, 0.889, 0.885],
+        [1.164, 0.212, 0.211],
+        [0.847, 0.157, 0.157],
+        [1.058, 0.163, 0.152],
+        [1.374, 0.272, 0.297],
+        [0.785, 0.119, 0.125],
+        [0.828, 0.123, 0.123],
+        [0.611, 0.104, 0.106]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c7a.metal-48xl.json b/clickhouse-datalake/results/c7a.metal-48xl.json
index dbe254aa4..3b1817b4e 100644
--- a/clickhouse-datalake/results/c7a.metal-48xl.json
+++ b/clickhouse-datalake/results/c7a.metal-48xl.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, single)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c7a.metal-48xl",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.423, 0.117, 0.14],
-        [1.091, 0.146, 0.134],
-        [0.418, 0.197, 0.19],
-        [0.499, 0.143, 0.143],
-        [0.612, 0.458, 0.485],
-        [0.769, 0.509, 0.536],
-        [0.503, 0.135, 0.16],
-        [0.376, 0.154, 0.135],
-        [0.628, 0.458, 0.401],
-        [0.703, 0.532, 0.505],
-        [0.493, 0.298, 0.301],
-        [0.468, 0.262, 0.256],
-        [0.5, 0.301, 0.306],
-        [0.582, 0.392, 0.398],
-        [0.487, 0.299, 0.301],
-        [0.399, 0.27, 0.262],
-        [0.55, 0.448, 0.406],
-        [0.537, 0.396, 0.408],
-        [0.822, 0.604, 0.613],
-        [0.382, 0.24, 0.152],
-        [2.301, 0.591, 0.562],
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-        [15.561, 9.664, 9.736],
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-        [0.367, 0.195, 0.216],
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-        [1.958, 0.922, 1.635],
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-        [0.855, 0.729, 0.759],
-        [0.877, 0.845, 0.72],
-        [0.974, 0.9, 0.872],
-        [1.004, 0.869, 1.573],
-        [1.409, 0.817, 0.796],
-        [0.426, 0.221, 0.233],
-        [0.415, 0.182, 0.193],
-        [0.388, 0.181, 0.198],
-        [0.369, 0.171, 0.133],
-        [0.405, 0.199, 0.21],
-        [0.352, 0.116, 0.138],
-        [0.346, 0.134, 0.138],
-        [0.338, 0.12, 0.117]
+        [0.323, 0.12, 0.144],
+        [0.551, 0.149, 0.13],
+        [0.631, 0.171, 0.165],
+        [0.56, 0.142, 0.149],
+        [0.864, 0.495, 0.505],
+        [0.893, 0.528, 0.53],
+        [0.596, 0.162, 0.127],
+        [1.013, 0.122, 0.144],
+        [0.821, 0.417, 0.459],
+        [1.18, 0.5, 0.492],
+        [1.239, 0.296, 0.328],
+        [1.207, 0.238, 0.25],
+        [0.755, 0.314, 0.335],
+        [1.258, 0.363, 0.372],
+        [1.033, 0.29, 0.287],
+        [1.014, 0.26, 0.258],
+        [1.364, 0.424, 0.386],
+        [1.133, 0.348, 0.362],
+        [1.286, 0.559, 0.575],
+        [0.674, 0.141, 0.141],
+        [1.893, 0.548, 0.516],
+        [2.625, 1.348, 1.504],
+        [4.723, 1.889, 1.872],
+        [17.403, 9.746, 9.799],
+        [1.135, 0.351, 0.254],
+        [0.989, 0.206, 0.206],
+        [0.801, 0.277, 0.284],
+        [2.186, 0.782, 0.811],
+        [1.427, 0.968, 3.786],
+        [0.544, 0.169, 0.173],
+        [1.086, 0.614, 0.683],
+        [1.297, 0.682, 0.69],
+        [1.51, 0.853, 0.861],
+        [2.114, 0.874, 0.835],
+        [2.102, 0.858, 0.895],
+        [0.554, 0.22, 0.207],
+        [0.68, 0.202, 0.177],
+        [0.555, 0.174, 0.172],
+        [0.646, 0.159, 0.14],
+        [0.786, 0.209, 0.226],
+        [0.584, 0.134, 0.126],
+        [0.549, 0.145, 0.148],
+        [0.475, 0.104, 0.112]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c8g.4xlarge.json b/clickhouse-datalake/results/c8g.4xlarge.json
index d80353831..40786d552 100644
--- a/clickhouse-datalake/results/c8g.4xlarge.json
+++ b/clickhouse-datalake/results/c8g.4xlarge.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, single)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c8g.4xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.309, 0.113, 0.113],
-        [0.924, 0.124, 0.114],
-        [1.41, 0.171, 0.162],
-        [1, 0.138, 0.128],
-        [0.367, 0.266, 0.277],
-        [0.638, 0.397, 0.406],
-        [0.684, 0.126, 0.118],
-        [0.247, 0.115, 0.126],
-        [0.459, 0.343, 0.344],
-        [0.559, 0.435, 0.437],
-        [0.372, 0.252, 0.236],
-        [0.378, 0.276, 0.271],
-        [0.513, 0.392, 0.411],
-        [0.719, 0.562, 0.597],
-        [0.589, 0.512, 0.483],
-        [0.397, 0.307, 0.31],
-        [0.941, 0.851, 0.851],
-        [0.722, 0.637, 0.607],
-        [2.497, 1.593, 1.602],
-        [0.266, 0.127, 0.136],
-        [3.908, 0.749, 0.736],
-        [1.135, 1.02, 1.077],
-        [3.756, 1.539, 1.603],
-        [13.468, 3.242, 3.217],
-        [0.526, 0.416, 0.443],
-        [0.365, 0.275, 0.273],
-        [0.528, 0.403, 0.426],
-        [1.028, 0.908, 0.908],
-        [5.193, 5.083, 5.098],
-        [0.347, 0.142, 0.145],
-        [0.676, 0.533, 0.556],
-        [0.807, 0.656, 0.682],
-        [1.951, 1.849, 1.833],
-        [1.569, 1.49, 1.473],
-        [1.61, 1.517, 1.505],
-        [0.393, 0.268, 0.248],
-        [0.292, 0.134, 0.144],
-        [0.251, 0.12, 0.129],
-        [0.24, 0.117, 0.098],
-        [0.277, 0.143, 0.147],
-        [0.233, 0.108, 0.093],
-        [0.236, 0.092, 0.1],
-        [0.208, 0.104, 0.112]
+        [0.243, 0.111, 0.104],
+        [1.069, 0.103, 0.108],
+        [1.905, 0.161, 0.15],
+        [1.269, 0.13, 0.131],
+        [1.393, 0.253, 0.268],
+        [1.445, 0.385, 0.369],
+        [1.015, 0.084, 0.09],
+        [1.051, 0.103, 0.081],
+        [1.633, 0.324, 0.345],
+        [5.038, 0.41, 0.416],
+        [2.141, 0.239, 0.24],
+        [2.274, 0.257, 0.24],
+        [1.505, 0.376, 0.375],
+        [2.498, 0.572, 0.557],
+        [1.628, 0.441, 0.448],
+        [1.313, 0.279, 0.298],
+        [2.712, 0.79, 0.785],
+        [2.561, 0.595, 0.598],
+        [3.672, 1.475, 1.478],
+        [1.134, 0.118, 0.12],
+        [4.536, 0.698, 0.716],
+        [5.234, 0.976, 0.992],
+        [7.79, 4.054, 1.531],
+        [18.505, 7.871, 3.616],
+        [2.575, 0.387, 0.402],
+        [1.498, 0.239, 0.228],
+        [2.642, 0.373, 0.405],
+        [5.878, 0.872, 0.827],
+        [5.736, 5.008, 5.017],
+        [1.061, 0.112, 0.115],
+        [6.924, 0.515, 0.505],
+        [8.598, 0.604, 0.615],
+        [6.876, 1.664, 1.682],
+        [4.747, 1.371, 1.355],
+        [4.622, 1.369, 1.384],
+        [1.318, 0.235, 0.23],
+        [0.606, 0.138, 0.119],
+        [0.455, 0.104, 0.098],
+        [0.529, 0.1, 0.092],
+        [0.699, 0.139, 0.128],
+        [0.494, 0.114, 0.094],
+        [0.58, 0.083, 0.079],
+        [0.392, 0.079, 0.069]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c8g.metal-48xl.json b/clickhouse-datalake/results/c8g.metal-48xl.json
index 2adea61dc..dbf19f412 100644
--- a/clickhouse-datalake/results/c8g.metal-48xl.json
+++ b/clickhouse-datalake/results/c8g.metal-48xl.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, single)",
-    "date": "2026-03-18",
+    "date": "2026-03-22",
     "machine": "c8g.metal-48xl",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
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-        [0.534, 0.372, 0.364],
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-        [0.343, 0.239, 0.224],
-        [0.368, 0.276, 0.243],
-        [0.443, 0.308, 0.302],
-        [0.384, 0.281, 0.265],
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-        [0.478, 0.389, 0.399],
-        [0.443, 0.35, 0.381],
-        [0.682, 0.549, 0.523],
-        [0.227, 0.125, 0.145],
-        [1.545, 0.364, 0.352],
-        [1.622, 1.128, 1.358],
-        [2.333, 1.302, 1.303],
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-        [0.973, 0.863, 0.875],
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-        [0.259, 0.157, 0.117],
-        [0.238, 0.126, 0.135],
-        [0.229, 0.12, 0.124]
+        [0.224, 0.115, 0.111],
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+        [0.418, 0.117, 0.114],
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+        [1.009, 0.355, 0.361],
+        [1.141, 0.227, 0.233],
+        [0.807, 0.204, 0.191],
+        [1.01, 0.244, 0.24],
+        [1.239, 0.268, 0.312],
+        [1.041, 0.226, 0.251],
+        [0.563, 0.214, 0.215],
+        [1.23, 0.361, 0.372],
+        [0.997, 0.365, 0.34],
+        [1.021, 0.497, 0.519],
+        [0.908, 0.155, 0.114],
+        [1.636, 0.335, 0.381],
+        [2.658, 1.276, 1.446],
+        [4.934, 1.319, 1.423],
+        [15.502, 4.805, 4.755],
+        [1.134, 0.23, 0.253],
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+        [1.101, 0.197, 0.257],
+        [2.021, 0.364, 0.415],
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+        [1.876, 2.155, 1.642],
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+        [0.579, 0.15, 0.151],
+        [0.452, 0.132, 0.139],
+        [0.552, 0.131, 0.126],
+        [0.684, 0.165, 0.149],
+        [0.439, 0.112, 0.123],
+        [0.451, 0.115, 0.127],
+        [0.413, 0.103, 0.094]
 ]
 }