diff --git a/clickhouse-datalake-partitioned/benchmark.sh b/clickhouse-datalake-partitioned/benchmark.sh
index 015f8d7fb..60f3aa158 100755
--- a/clickhouse-datalake-partitioned/benchmark.sh
+++ b/clickhouse-datalake-partitioned/benchmark.sh
@@ -7,10 +7,7 @@ curl https://clickhouse.com/ | sh
 # Configure
 
 > clickhouse-local.yaml echo "
-filesystem_caches:
-    cache:
-        path: '/dev/shm/clickhouse/'
-        max_size_ratio_to_total_space: 0.9
+page_cache_size: auto
 "
 
 # Run the queries
diff --git a/clickhouse-datalake-partitioned/results/c6a.2xlarge.json b/clickhouse-datalake-partitioned/results/c6a.2xlarge.json
index 4f32b92ad..b1a96cc1d 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": "2026-03-12",
+    "date": "2026-03-13",
     "machine": "c6a.2xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [4.273, 0.137, 0.137],
-        [9.326, 0.174, 0.171],
-        [7.737, 0.236, 0.234],
-        [8.711, 0.217, 0.221],
-        [0.865, 0.769, 0.762],
-        [4.648, 1.391, 1.389],
-        [3.884, 0.174, 0.178],
-        [0.943, 0.168, 0.174],
-        [1.324, 0.873, 0.855],
-        [3.122, 1.030, 1.021],
-        [0.483, 0.367, 0.361],
-        [0.525, 0.386, 0.390],
-        [1.172, 1.071, 1.093],
-        [1.707, 1.574, 1.571],
-        [1.342, 1.247, 1.231],
-        [1.004, 0.886, 0.924],
-        [3.123, 3.052, 3.042],
-        [2.335, 2.248, 2.248],
-        [8.940, 7.644, 5.360],
-        [0.340, 0.214, 0.213],
-        [14.149, 3.702, 1.326],
-        [6.947, 1.471, 1.488],
-        [24.421, 21.538, 21.078],
-        [45.143, 50.120, 48.793],
-        [10.843, 2.190, 1.793],
-        [0.549, 0.433, 0.440],
-        [0.759, 0.626, 0.635],
-        [10.803, 5.302, 2.767],
-        [22.159, 20.778, 19.376],
-        [2.248, 2.107, 0.210],
-        [7.736, 4.334, 2.585],
-        [12.398, 9.136, 7.310],
+        [0.415, 0.402, 0.394],
+        [1.294, 1.217, 1.232],
+        [1.698, 1.564, 1.551],
+        [1.507, 1.411, 1.382],
+        [1.832, 1.8, 1.779],
+        [2.142, 2.024, 2.086],
+        [1.439, 1.353, 1.366],
+        [1.356, 1.206, 1.208],
+        [1.884, 1.777, 1.818],
+        [2.61, 2.489, 2.584],
+        [2.482, 2.293, 2.375],
+        [2.458, 2.351, 2.343],
+        [2.193, 2.068, 2.039],
+        [3.277, 3.182, 3.168],
+        [2.159, 1.981, 2.025],
+        [1.98, 1.886, 1.898],
+        [3.853, 3.781, 3.75],
+        [3.05, 2.901, 2.963],
+        [5.928, 5.931, 5.889],
+        [1.328, 1.239, 1.231],
+        [4.888, 4.765, 4.669],
+        [6.04, 5.894, 5.909],
+        [10.749, 10.565, 10.385],
+        [19.783, 19.321, 19.966],
+        [2.987, 2.768, 2.752],
+        [1.802, 1.642, 1.671],
+        [2.964, 2.865, 2.804],
+        [5.312, 5.395, 5.301],
+        [19.902, 19.691, 19.895],
+        [1.489, 1.38, 1.368],
+        [2.979, 2.822, 2.875],
+        [4.21, 4.056, 4.039],
         [null, null, null],
-        [13.980, 6.157, 5.892],
-        [4.867, null, 5.643],
-        [3.937, 1.928, 0.870],
-        [2.503, 0.246, 0.231],
-        [1.616, 1.188, 1.348],
-        [1.334, 0.176, 0.178],
-        [1.888, 0.329, 0.326],
-        [1.744, 0.166, 0.161],
-        [0.291, 0.161, 0.170],
-        [0.293, 0.160, 0.159]
+        [6.95, 6.671, 6.809],
+        [7.006, 6.548, 6.841],
+        [1.754, 1.683, 1.69],
+        [0.647, 0.492, 0.491],
+        [0.611, 0.479, 0.489],
+        [0.599, 0.511, 0.478],
+        [0.843, 0.715, 0.702],
+        [0.566, 0.421, 0.421],
+        [0.552, 0.441, 0.43],
+        [0.561, 0.409, 0.408]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c6a.4xlarge.json b/clickhouse-datalake-partitioned/results/c6a.4xlarge.json
index 2cf2ac77f..02cbe91ea 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c6a.4xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [2.606, 0.143, 0.145],
-        [5.938, 0.161, 0.171],
-        [4.838, 0.203, 0.208],
-        [6.602, 0.205, 0.216],
-        [0.627, 0.534, 0.545],
-        [2.892, 0.830, 0.877],
-        [3.535, 0.173, 0.168],
-        [0.332, 0.166, 0.168],
-        [0.739, 0.652, 0.632],
-        [0.888, 0.767, 0.761],
-        [0.447, 0.366, 0.339],
-        [0.468, 0.341, 0.337],
-        [0.874, 0.786, 0.794],
-        [1.226, 1.118, 1.121],
-        [0.982, 0.909, 0.909],
-        [0.720, 0.621, 0.630],
-        [2.021, 1.919, 2.094],
-        [1.392, 1.554, 1.351],
-        [6.087, 3.855, 3.764],
-        [0.316, 0.208, 0.202],
-        [8.831, 1.240, 1.207],
-        [1.455, 1.367, 1.350],
-        [8.704, 1.727, 1.742],
-        [17.773, 3.028, 3.051],
-        [0.591, 0.491, 0.497],
-        [0.481, 0.375, 0.382],
-        [0.587, 0.476, 0.482],
-        [2.223, 1.208, 1.219],
-        [10.077, 9.774, 9.796],
-        [0.384, 0.190, 0.196],
-        [0.878, 0.733, 0.759],
-        [1.325, 3.144, 1.203],
-        [4.728, 4.608, 4.647],
-        [3.822, 3.186, 3.213],
-        [3.261, 3.196, 3.226],
-        [0.630, 0.478, 0.470],
-        [0.378, 0.236, 0.232],
-        [0.329, 0.181, 0.190],
-        [0.313, 0.180, 0.195],
-        [0.446, 0.317, 0.303],
-        [0.300, 0.162, 0.159],
-        [0.302, 0.170, 0.163],
-        [0.295, 0.168, 0.165]
+        [0.761, 0.029, 0.031],
+        [2.321, 1.132, 0.708],
+        [1.65, 0.965, 0.733],
+        [1.985, 1.164, 0.741],
+        [1.066, 0.823, 0.829],
+        [1.485, 1.018, 0.947],
+        [0.88, 0.598, 0.587],
+        [0.699, 0.507, 0.501],
+        [1.058, 0.83, 0.84],
+        [1.616, 1.421, 1.393],
+        [1.335, 1.263, 1.198],
+        [1.363, 1.258, 1.209],
+        [1.13, 0.958, 0.965],
+        [1.77, 1.618, 1.625],
+        [1.209, 0.997, 1.02],
+        [1.094, 0.894, 0.886],
+        [2.345, 2.082, 2.109],
+        [1.899, 1.629, 1.453],
+        [4.119, 3.413, 3.43],
+        [0.883, 0.618, 0.554],
+        [2.728, 2.71, 2.626],
+        [3.329, 3.072, 3.204],
+        [5.622, 5.727, 5.476],
+        [10.747, 10.557, 10.611],
+        [1.572, 1.433, 1.441],
+        [0.912, 0.77, 0.762],
+        [1.542, 1.425, 1.442],
+        [3, 2.837, 3.132],
+        [10.249, 10.095, 10.241],
+        [0.791, 0.604, 0.592],
+        [1.687, 1.521, 1.481],
+        [2.548, 2.415, 2.392],
+        [5.34, 4.796, 4.727],
+        [4.254, 4.135, 3.999],
+        [4.27, 4.072, 3.965],
+        [0.925, 0.791, 0.76],
+        [0.437, 0.362, 0.39],
+        [0.378, 0.215, 0.225],
+        [0.408, 0.319, 0.341],
+        [0.614, 0.535, 0.519],
+        [0.303, 0.207, 0.205],
+        [0.36, 0.213, 0.215],
+        [0.27, 0.166, 0.165]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c6a.large.json b/clickhouse-datalake-partitioned/results/c6a.large.json
index 780e60a16..8c287b24c 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": "2026-03-12",
+    "date": "2026-03-13",
     "machine": "c6a.large",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [8.452, 0.161, 0.165],
-        [20.035, 17.635, 16.450],
-        [31.105, 29.899, 30.359],
-        [29.100, 26.927, 26.965],
-        [26.719, 27.197, 26.298],
-        [31.497, 30.333, 29.426],
-        [18.529, 17.769, 16.962],
-        [17.896, 15.616, 10.877],
-        [28.765, 27.047, 26.520],
-        [36.830, 35.943, 34.973],
-        [39.224, 39.161, 39.104],
-        [38.421, 37.915, 37.727],
-        [24.954, 23.657, 21.667],
-        [43.533, 71.761, 44.434],
-        [27.562, 22.645, 25.129],
-        [28.775, 27.331, 26.650],
-        [39.507, 98.389, 39.958],
-        [50.210, 37.239, 35.793],
-        [57.942, 74.690, null],
-        [23.417, 19.099, 16.442],
-        [59.534, 57.474, 57.478],
-        [85.196, 84.302, 84.240],
-        [141.481, 137.377, 135.052],
-        [215.887, 213.934, 218.009],
-        [67.973, 61.885, 62.202],
-        [31.945, 31.242, 31.415],
-        [55.749, 54.613, 54.880],
-        [66.010, 63.194, 63.682],
-        [103.272, 99.935, 99.498],
-        [27.211, 27.255, 25.429],
-        [44.217, 43.467, 44.803],
-        [57.210, 55.755, 53.430],
+        [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],
         [null, null, null],
         [null, null, null],
         [null, null, null],
-        [30.776, 27.251, 25.289],
-        [6.369, 0.331, 0.331],
-        [1.959, 0.238, 0.237],
-        [2.531, 0.226, 0.256],
-        [2.430, 0.958, 0.488],
-        [1.897, 0.208, 0.209],
-        [0.478, 0.201, 0.201],
-        [0.342, 0.188, 0.186]
+        [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]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c6a.metal.json b/clickhouse-datalake-partitioned/results/c6a.metal.json
index 93e0c84ae..0f03654db 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c6a.metal",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [2.069, 0.193, 0.198],
-        [7.286, 0.220, 0.223],
-        [3.367, 0.258, 0.272],
-        [7.453, 0.260, 0.256],
-        [0.456, 0.423, 0.401],
-        [2.239, 0.448, 0.441],
-        [2.828, 0.238, 0.232],
-        [0.372, 0.242, 0.220],
-        [0.665, 0.578, 0.531],
-        [1.493, 0.589, 0.603],
-        [0.477, 0.370, 0.358],
-        [0.433, 0.345, 0.347],
-        [0.488, 0.416, 0.445],
-        [0.585, 0.456, 0.504],
-        [0.507, 0.424, 0.427],
-        [0.426, 0.356, 0.362],
-        [0.747, 0.632, 0.685],
-        [0.659, 0.537, 0.541],
-        [3.179, 1.076, 1.076],
-        [0.314, 0.245, 0.235],
-        [6.244, 0.620, 0.639],
-        [0.760, 0.611, 0.638],
-        [4.190, 0.774, 0.801],
-        [7.600, 1.346, 1.409],
-        [0.432, 0.349, 0.347],
-        [0.404, 0.298, 0.318],
-        [0.428, 0.341, 0.367],
-        [0.778, 0.636, 0.653],
-        [2.944, 2.535, 2.791],
-        [0.355, 0.263, 0.255],
-        [0.524, 0.439, 0.439],
-        [0.635, 0.602, 0.537],
-        [1.699, 1.493, 1.588],
-        [1.191, 1.070, 1.038],
-        [1.188, 1.119, 1.078],
-        [0.424, 0.301, 0.305],
-        [0.384, 0.282, 0.266],
-        [0.349, 0.253, 0.247],
-        [0.362, 0.244, 0.224],
-        [0.456, 0.325, 0.338],
-        [0.329, 0.223, 0.220],
-        [0.344, 0.222, 0.218],
-        [0.318, 0.209, 0.225]
+        [0.179, 0.032, 0.031],
+        [0.337, 0.207, 0.197],
+        [0.492, 0.29, 0.311],
+        [0.367, 0.296, 0.257],
+        [0.552, 0.419, 0.517],
+        [0.615, 0.464, 0.45],
+        [0.377, 0.221, 0.221],
+        [0.346, 0.413, 0.251],
+        [0.722, 0.619, 0.569],
+        [0.856, 0.753, 0.778],
+        [0.802, 0.508, 0.49],
+        [0.606, 0.495, 0.52],
+        [0.498, 0.412, 0.476],
+        [0.747, 0.668, 0.609],
+        [0.605, 0.45, 0.445],
+        [0.487, 0.35, 0.347],
+        [0.956, 0.851, 0.839],
+        [0.849, 0.666, 0.653],
+        [1.451, 1.162, 1.113],
+        [0.326, 0.213, 0.349],
+        [1.981, 1.441, 1.637],
+        [1.825, 1.698, 1.93],
+        [2.45, 2.248, 2.38],
+        [5.349, 3.756, 4.017],
+        [0.63, 0.542, 0.576],
+        [0.459, 0.351, 0.403],
+        [0.644, 0.533, 0.57],
+        [1.714, 1.516, 1.69],
+        [2.831, 2.846, 3.048],
+        [0.381, 0.235, 0.25],
+        [0.782, 0.619, 0.678],
+        [1.018, 0.959, 1.002],
+        [1.857, 1.57, 1.689],
+        [2.075, 2.125, 2.166],
+        [2.433, 2.294, 2.055],
+        [0.43, 0.3, 0.307],
+        [0.476, 0.437, 0.383],
+        [0.355, 0.228, 0.275],
+        [0.453, 0.339, 0.337],
+        [0.643, 0.502, 0.497],
+        [0.343, 0.243, 0.215],
+        [0.419, 0.234, 0.225],
+        [0.26, 0.2, 0.177]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c6a.xlarge.json b/clickhouse-datalake-partitioned/results/c6a.xlarge.json
index 530f7bd3d..d3edc9ffc 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": "2026-03-12",
+    "date": "2026-03-13",
     "machine": "c6a.xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [4.721, 0.143, 0.146],
-        [14.052, 0.202, 0.197],
-        [10.759, 0.309, 0.307],
-        [14.995, 4.024, 0.267],
-        [1.175, 1.072, 1.081],
-        [12.397, 2.433, 2.485],
-        [10.982, 0.211, 0.206],
-        [5.209, 0.197, 0.199],
-        [5.154, 1.402, 1.389],
-        [12.190, 9.632, 10.020],
-        [4.686, 1.562, 1.350],
-        [0.723, 1.462, 0.575],
-        [4.998, 2.865, 1.737],
-        [6.001, 4.568, 4.515],
-        [3.554, 1.949, 1.941],
-        [2.295, 1.217, 1.233],
-        [8.477, 7.457, 7.853],
-        [5.693, 7.035, 6.825],
-        [31.501, 24.615, 23.675],
-        [2.632, 0.262, 0.250],
-        [25.565, 25.616, 24.115],
-        [30.784, 30.774, 30.818],
-        [59.249, 59.556, 61.949],
-        [114.692, 108.514, 109.347],
-        [25.585, 24.111, 22.841],
-        [10.080, 3.078, 2.296],
-        [20.286, 19.511, 19.144],
-        [29.850, 27.853, 28.430],
-        [46.091, 46.990, 46.713],
-        [10.373, 2.664, 1.505],
-        [19.322, 18.581, 17.422],
-        [26.967, 25.141, 24.754],
+        [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],
         [null, null, null],
         [null, null, null],
         [null, null, null],
-        [12.657, 2.475, 2.948],
-        [3.274, 1.463, 0.263],
-        [1.793, 0.194, 1.191],
-        [1.526, 0.187, 0.182],
-        [2.225, 0.350, 0.359],
-        [1.746, 0.171, 0.171],
-        [0.425, 0.167, 0.172],
-        [0.297, 0.164, 0.162]
+        [3.371, 3.275, 3.217],
+        [1.048, 0.923, 0.907],
+        [0.943, 0.798, 0.769],
+        [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]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json b/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json
index fbc94fb38..3b1fa3777 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c7a.metal-48xl",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [1.609, 0.199, 0.218],
-        [5.296, 0.239, 0.230],
-        [3.393, 0.263, 0.272],
-        [5.858, 0.248, 0.252],
-        [0.650, 0.585, 0.596],
-        [2.531, 0.609, 0.615],
-        [2.764, 0.246, 0.229],
-        [0.326, 0.222, 0.248],
-        [0.614, 0.542, 0.524],
-        [1.996, 0.604, 0.588],
-        [0.487, 0.362, 0.369],
-        [0.445, 0.371, 0.353],
-        [0.467, 0.380, 0.396],
-        [0.530, 0.455, 0.461],
-        [0.463, 0.376, 0.380],
-        [0.397, 0.340, 0.331],
-        [0.604, 0.533, 0.514],
-        [0.530, 0.446, 0.483],
-        [2.696, 0.843, 0.966],
-        [0.301, 0.241, 0.241],
-        [5.509, 0.636, 0.663],
-        [1.791, 0.675, 0.656],
-        [3.741, 0.841, 0.869],
-        [7.241, 1.597, 1.659],
-        [0.438, 0.345, 0.345],
-        [0.400, 0.319, 0.305],
-        [0.427, 0.341, 0.348],
-        [0.782, 0.684, 0.696],
-        [2.271, 2.001, 2.100],
-        [0.389, 0.278, 0.280],
-        [0.529, 0.434, 0.437],
-        [0.677, 0.523, 0.506],
-        [1.090, 1.018, 0.959],
-        [1.105, 0.966, 1.057],
-        [1.072, 0.962, 0.984],
-        [0.393, 0.312, 0.311],
-        [0.405, 0.275, 0.321],
-        [0.371, 0.266, 0.245],
-        [0.359, 0.227, 0.233],
-        [0.465, 0.335, 0.365],
-        [0.354, 0.238, 0.226],
-        [0.353, 0.219, 0.226],
-        [0.332, 0.226, 0.214]
+        [0.222, 0.036, 0.036],
+        [0.344, 0.179, 0.216],
+        [0.404, 0.281, 0.274],
+        [0.349, 0.217, 0.241],
+        [0.69, 0.552, 0.546],
+        [0.754, 0.666, 0.67],
+        [0.309, 0.207, 0.199],
+        [0.321, 0.189, 0.192],
+        [0.616, 0.514, 0.493],
+        [0.73, 0.696, 0.682],
+        [0.529, 0.475, 0.478],
+        [0.489, 0.429, 0.447],
+        [0.464, 0.411, 0.348],
+        [0.654, 0.573, 0.556],
+        [0.446, 0.392, 0.401],
+        [0.395, 0.279, 0.287],
+        [0.678, 0.692, 0.702],
+        [0.623, 0.56, 0.742],
+        [0.868, 0.817, 0.776],
+        [0.309, 0.219, 0.236],
+        [1.329, 1.49, 1.599],
+        [1.586, 1.699, 1.526],
+        [1.985, 2.58, 2.225],
+        [4.509, 3.767, 4.103],
+        [0.559, 0.554, 0.544],
+        [0.438, 0.346, 0.358],
+        [0.525, 0.483, 0.491],
+        [1.585, 1.548, 1.414],
+        [2.189, 2.324, 2.382],
+        [0.372, 0.237, 0.234],
+        [0.706, 0.594, 0.61],
+        [0.799, 0.929, 0.708],
+        [1.23, 1.183, 1.041],
+        [1.595, 1.448, 1.741],
+        [1.481, 1.703, 1.66],
+        [0.381, 0.289, 0.276],
+        [0.49, 0.392, 0.406],
+        [0.321, 0.247, 0.236],
+        [0.467, 0.341, 0.361],
+        [0.622, 0.514, 0.518],
+        [0.342, 0.228, 0.222],
+        [0.343, 0.231, 0.229],
+        [0.287, 0.18, 0.179]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c8g.4xlarge.json b/clickhouse-datalake-partitioned/results/c8g.4xlarge.json
index 51bfccea2..dec716220 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c8g.4xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [2.297, 0.137, 0.133],
-        [5.038, 0.152, 0.156],
-        [4.338, 0.187, 0.175],
-        [6.432, 0.172, 0.175],
-        [0.394, 0.326, 0.327],
-        [2.386, 0.470, 0.462],
-        [3.223, 0.157, 0.155],
-        [0.256, 0.148, 0.151],
-        [0.480, 0.410, 0.402],
-        [0.544, 0.460, 0.454],
-        [0.337, 0.263, 0.272],
-        [0.357, 0.262, 0.267],
-        [0.566, 0.451, 0.488],
-        [0.667, 0.621, 0.607],
-        [0.597, 0.511, 0.486],
-        [0.426, 0.366, 0.348],
-        [0.930, 0.925, 1.001],
-        [0.874, 0.794, 0.839],
-        [4.569, 1.580, 1.636],
-        [0.245, 0.167, 0.161],
-        [8.399, 0.606, 0.617],
-        [0.769, 0.707, 0.659],
-        [8.323, 0.900, 0.913],
-        [17.624, 1.686, 1.598],
-        [0.401, 0.337, 0.336],
-        [0.325, 0.259, 0.259],
-        [0.406, 0.335, 0.322],
-        [0.652, 0.568, 0.568],
-        [5.706, 5.690, 5.328],
-        [0.257, 0.176, 0.182],
-        [0.513, 0.442, 0.440],
-        [0.644, 0.556, 0.570],
-        [1.838, 1.800, 1.795],
-        [1.472, 1.415, 1.505],
-        [1.448, 1.434, 1.428],
-        [0.389, 0.318, 0.314],
-        [0.279, 0.190, 0.195],
-        [0.249, 0.171, 0.175],
-        [0.252, 0.159, 0.174],
-        [0.346, 0.252, 0.255],
-        [0.251, 0.158, 0.157],
-        [0.248, 0.155, 0.159],
-        [0.234, 0.147, 0.153]
+        [0.236, 0.022, 0.024],
+        [0.642, 0.49, 0.499],
+        [0.931, 0.751, 0.753],
+        [1.035, 0.637, 0.659],
+        [0.938, 0.738, 0.708],
+        [1.05, 0.843, 0.782],
+        [0.7, 0.577, 0.553],
+        [0.675, 0.513, 0.496],
+        [0.975, 0.779, 0.774],
+        [1.561, 1.332, 1.351],
+        [1.266, 1.198, 1.186],
+        [1.328, 1.16, 1.148],
+        [1.037, 0.824, 0.824],
+        [1.574, 1.463, 1.392],
+        [1.009, 0.838, 0.811],
+        [0.92, 0.758, 0.734],
+        [1.79, 1.521, 1.511],
+        [1.615, 1.338, 1.315],
+        [2.324, 1.987, 2.09],
+        [0.679, 0.536, 0.495],
+        [2.637, 2.721, 2.717],
+        [3.366, 3.251, 3.29],
+        [5.282, 5.51, 5.258],
+        [10.352, 10.414, 9.945],
+        [1.401, 1.349, 1.36],
+        [0.892, 0.757, 0.754],
+        [1.532, 1.365, 1.389],
+        [2.737, 2.627, 2.846],
+        [6.197, 5.837, 6.077],
+        [0.884, 0.599, 0.559],
+        [1.645, 1.485, 1.456],
+        [2.373, 2.159, 2.211],
+        [2.914, 2.713, 2.724],
+        [3.262, 2.956, 3.19],
+        [3.199, 3.037, 3.172],
+        [0.926, 0.702, 0.713],
+        [0.427, 0.404, 0.36],
+        [0.459, 0.22, 0.199],
+        [0.423, 0.324, 0.344],
+        [0.627, 0.476, 0.486],
+        [0.305, 0.21, 0.209],
+        [0.327, 0.225, 0.212],
+        [0.283, 0.214, 0.175]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json b/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json
index 2a02cff0c..a7d7f6876 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c8g.metal-48xl",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [2.012, 0.194, 0.202],
-        [6.597, 0.238, 0.235],
-        [3.504, 0.227, 0.238],
-        [6.988, 0.221, 0.226],
-        [0.472, 0.446, 0.452],
-        [2.100, 0.553, 0.490],
-        [2.545, 0.227, 0.218],
-        [0.281, 0.223, 0.221],
-        [0.460, 0.415, 0.414],
-        [1.463, 0.466, 0.471],
-        [0.362, 0.297, 0.301],
-        [0.339, 0.295, 0.287],
-        [0.372, 0.343, 0.323],
-        [0.431, 0.375, 0.381],
-        [0.393, 0.328, 0.348],
-        [0.328, 0.289, 0.307],
-        [0.488, 0.495, 0.483],
-        [0.489, 0.458, 0.474],
-        [2.438, 0.850, 0.800],
-        [0.243, 0.199, 0.199],
-        [6.522, 0.503, 0.495],
-        [0.597, 0.560, 0.523],
-        [4.289, 0.653, 0.637],
-        [7.581, 1.345, 1.302],
-        [0.332, 0.294, 0.295],
-        [0.310, 0.259, 0.269],
-        [0.334, 0.301, 0.285],
-        [0.580, 0.527, 0.525],
-        [2.638, 2.522, 2.395],
-        [0.341, 0.294, 0.285],
-        [0.389, 0.340, 0.356],
-        [0.469, 0.405, 0.407],
-        [1.042, 0.963, 1.010],
-        [0.800, 0.734, 0.779],
-        [0.826, 0.739, 0.756],
-        [0.321, 0.280, 0.278],
-        [0.311, 0.241, 0.239],
-        [0.291, 0.227, 0.219],
-        [0.297, 0.236, 0.232],
-        [0.350, 0.273, 0.284],
-        [0.286, 0.219, 0.207],
-        [0.280, 0.214, 0.219],
-        [0.284, 0.215, 0.207]
+        [0.185, 0.03, 0.027],
+        [0.303, 0.155, 0.141],
+        [0.404, 0.207, 0.351],
+        [0.342, 0.195, 0.203],
+        [0.477, 0.318, 0.297],
+        [0.497, 0.452, 0.413],
+        [0.302, 0.185, 0.176],
+        [0.333, 0.161, 0.16],
+        [0.566, 0.406, 0.412],
+        [0.679, 0.511, 0.53],
+        [0.545, 0.339, 0.364],
+        [0.523, 0.338, 0.36],
+        [0.48, 0.286, 0.311],
+        [0.585, 0.459, 0.429],
+        [0.401, 0.326, 0.359],
+        [0.391, 0.249, 0.23],
+        [0.709, 0.487, 0.439],
+        [0.648, 0.695, 0.526],
+        [0.971, 0.643, 0.603],
+        [0.314, 0.198, 0.19],
+        [1.614, 1.465, 1.523],
+        [1.863, 1.505, 1.504],
+        [2.388, 2.162, 2.051],
+        [4.36, 3.784, 3.771],
+        [0.567, 0.363, 0.364],
+        [0.445, 0.231, 0.215],
+        [0.609, 0.421, 0.383],
+        [1.757, 1.47, 1.473],
+        [2.602, 1.979, 1.726],
+        [0.37, 0.268, 0.237],
+        [0.65, 0.441, 0.438],
+        [0.861, 0.64, 0.658],
+        [1.148, 0.888, 0.892],
+        [1.856, 1.337, 1.285],
+        [1.847, 1.626, 1.624],
+        [0.364, 0.224, 0.208],
+        [0.482, 0.362, 0.365],
+        [0.353, 0.215, 0.242],
+        [0.451, 0.339, 0.336],
+        [0.63, 0.488, 0.514],
+        [0.326, 0.221, 0.22],
+        [0.37, 0.23, 0.217],
+        [0.326, 0.178, 0.187]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/t3a.small.json b/clickhouse-datalake-partitioned/results/t3a.small.json
index 597352721..a75af3dab 100644
--- a/clickhouse-datalake-partitioned/results/t3a.small.json
+++ b/clickhouse-datalake-partitioned/results/t3a.small.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, partitioned)",
-    "date": "2026-03-09",
+    "date": "2026-03-13",
     "machine": "t3a.small",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [1.404, 1.306, 1.323],
-        [3.834, 3.592, 3.656],
-        [6.57, 6.252, 6.302],
-        [5.86, 5.877, 5.727],
-        [7.978, 7.39, 7.653],
-        [11.534, 11.46, 11.677],
-        [4.208, 3.959, 3.982],
-        [3.973, 3.608, 3.617],
-        [8.25, 7.999, 8.066],
-        [10.235, 9.942, 10.054],
-        [9.557, 9.612, 9.356],
-        [9.631, 9.484, 9.646],
-        [12.345, 12.037, 12.059],
-        [19.453, 19.319, 19.352],
-        [13.308, 13.536, 13.538],
-        [9.02, 9.113, 9.082],
-        [25.997, 25.595, 25.676],
-        [18.989, 18.95, 19.243],
-        [45.87, 44.549, 45.181],
-        [5.064, 5.126, 5.128],
-        [19.868, 18.878, 19.021],
-        [24.948, 24.752, 24.725],
-        [43.085, 42.953, 43.03],
-        [76.733, 76.249, 77.455],
-        [12.477, 12.35, 12.551],
-        [6.963, 7.014, 7.149],
-        [12.126, 12.634, 12.207],
-        [20.394, 20.661, 20.594],
-        [130.881, 131.088, 130.274],
-        [5, 4.729, 4.828],
-        [12.506, 11.816, 11.761],
-        [19.008, 18.426, 18.495],
+        [1.379, 1.318, 1.328],
+        [3.784, 3.63, 3.614],
+        [6.295, 6.296, 6.151],
+        [5.832, 5.713, 5.863],
+        [7.534, 7.646, 7.576],
+        [11.757, 11.354, 11.195],
+        [4.074, 3.887, 3.958],
+        [3.852, 3.552, 3.645],
+        [8.027, 8.137, 8.058],
+        [9.957, 9.674, 9.854],
+        [9.626, 9.479, 9.299],
+        [9.649, 9.793, 9.377],
+        [11.978, 11.986, 12.28],
+        [20.716, 18.966, 18.761],
+        [13.128, 13.076, 13.319],
+        [9.414, 8.897, 8.514],
+        [24.125, 24.886, 24.961],
+        [18.7, 18.625, 18.042],
+        [44.71, 46.551, 43.144],
+        [4.988, 4.836, 4.875],
+        [19.527, 18.853, 18.899],
+        [24.202, 24.294, 24.007],
+        [43.25, 43.221, 43.695],
+        [76.951, 76.823, 77.158],
+        [12.088, 11.709, 11.735],
+        [7.134, 6.842, 6.961],
+        [11.825, 11.883, 11.804],
+        [20.752, 20.429, 20.66],
+        [131.474, 131.371, 130.469],
+        [5.036, 4.641, 4.877],
+        [11.59, 11.575, 11.547],
+        [17.622, 17.517, 17.241],
         [null, null, null],
         [null, null, null],
         [null, null, null],
-        [7.032, 6.812, 6.935],
-        [2.134, 1.901, 1.92],
-        [1.818, 1.626, 1.602],
-        [2.075, 1.799, 1.788],
-        [2.454, 2.283, 2.233],
-        [1.753, 1.549, 1.646],
-        [1.747, 1.532, 1.534],
-        [1.688, 1.527, 1.54]
+        [6.985, 7.324, 7.206],
+        [2.033, 1.927, 1.882],
+        [1.843, 1.683, 1.639],
+        [1.902, 1.716, 1.708],
+        [2.41, 2.255, 2.236],
+        [1.798, 1.556, 1.561],
+        [1.834, 1.586, 1.59],
+        [1.625, 1.509, 1.493]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/run.sh b/clickhouse-datalake-partitioned/run.sh
index 4b5cf99f4..5e0d4ac11 100755
--- a/clickhouse-datalake-partitioned/run.sh
+++ b/clickhouse-datalake-partitioned/run.sh
@@ -5,20 +5,16 @@ QUERY_NUM=1
 
 ./clickhouse local --path . --query="$(cat create.sql)"
 cat queries.sql | while read -r query; do
-    sync && echo 3 | sudo tee /proc/sys/vm/drop_caches > /dev/null
-
     echo -n "["
-    for i in $(seq 1 $TRIES); do
-        RES=$(./clickhouse local --path . --time --format Null --filesystem_cache_name cache --query="$query" 2>&1) # (*)
-        [[ "$?" == "0" ]] && echo -n "${RES}" || echo -n "null"
-        [[ "$i" != $TRIES ]] && echo -n ", "
-
-        echo "${QUERY_NUM},${i},${RES}" >> result.csv
-    done
+    i=0
+    while read -r RES; do
+        [[ "$i" -gt 0 ]] && echo -n ", "
+        [[ "$RES" =~ ^[0-9] ]] && echo -n "${RES}" || echo -n "null"
+        echo "${QUERY_NUM},$((i+1)),${RES}" >> result.csv
+        i=$((i+1))
+    done <<< "$(./clickhouse local --path . --time --format Null --use_page_cache_for_object_storage 1 --query "$query; $query; $query" 2>&1)"
     echo "],"
 
-    # (*) --format=Null is client-side formatting. The query result is still sent back to the client.
-
     QUERY_NUM=$((QUERY_NUM + 1))
 done
 ./clickhouse local --path . --query="DROP TABLE hits"
diff --git a/clickhouse-datalake/benchmark.sh b/clickhouse-datalake/benchmark.sh
index 0d8cf4905..f8093a0b5 100755
--- a/clickhouse-datalake/benchmark.sh
+++ b/clickhouse-datalake/benchmark.sh
@@ -7,10 +7,7 @@ curl https://clickhouse.com/ | sh
 # Configure
 
 > clickhouse-local.yaml echo "
-filesystem_caches:
-    cache:
-        path: '/dev/shm/clickhouse/'
-        max_size_ratio_to_total_space: 0.9
+page_cache_size: auto
 "
 
 # Run the queries
diff --git a/clickhouse-datalake/results/c6a.2xlarge.json b/clickhouse-datalake/results/c6a.2xlarge.json
index 32f4761b7..ab0a1b2ca 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": "2026-03-12",
+    "date": "2026-03-13",
     "machine": "c6a.2xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [1.781, 0.416, 0.418],
-        [8.213, 0.385, 0.386],
-        [10.792, 0.490, 0.485],
-        [11.725, 0.460, 0.459],
-        [2.558, 2.370, 2.380],
-        [6.188, 4.993, 5.000],
-        [7.156, 0.382, 0.384],
-        [0.672, 0.405, 0.385],
-        [3.213, 3.045, 3.039],
-        [3.750, 3.510, 3.572],
-        [0.861, 0.638, 0.625],
-        [0.902, 0.690, 0.687],
-        [3.267, 3.128, 3.081],
-        [4.616, 4.413, 4.455],
-        [3.564, 3.395, 3.362],
-        [2.757, 2.627, 2.605],
-        [11.361, 11.132, 11.164],
-        [9.726, 9.438, 9.321],
-        [37.477, 36.279, 36.863],
-        [0.657, 0.435, 0.434],
-        [23.103, 4.667, 2.119],
-        [13.644, 2.462, 2.490],
-        [29.568, 27.942, 25.458],
-        [62.802, 64.904, 67.779],
-        [13.293, 3.134, 1.182],
-        [0.995, 0.803, 0.802],
-        [2.705, 1.165, 1.181],
-        [29.168, 3.950, 3.643],
-        [84.521, 83.288, 82.214],
-        [5.152, 0.447, 0.447],
-        [24.749, 6.490, 1.808],
-        [32.393, 26.699, 19.979],
+        [0.298, 0.222, 0.217],
+        [1.033, 0.854, 0.836],
+        [2.096, 1.951, 1.896],
+        [1.308, 1.11, 1.053],
+        [2.705, 2.568, 2.641],
+        [5.186, 5.064, 4.994],
+        [1.051, 0.933, 0.932],
+        [1.017, 0.82, 0.785],
+        [4.745, 4.33, 4.453],
+        [6.838, 6.603, 6.441],
+        [2.183, 1.971, 1.918],
+        [2.142, 1.913, 1.958],
+        [3.555, 3.387, 3.347],
+        [5.331, 5.341, 5.085],
+        [3.83, 3.624, 3.595],
+        [3.033, 2.973, 2.796],
+        [11.635, 11.347, 11.29],
+        [10.33, 9.447, 9.604],
+        [37.626, 37.39, 36.622],
+        [1.229, 0.933, 0.963],
+        [7.331, 7.224, 7.402],
+        [7.233, 6.991, 7.171],
+        [11.584, 11.499, 11.386],
+        [25.182, 25.611, 25.289],
+        [2.827, 2.723, 2.639],
+        [1.959, 1.711, 1.71],
+        [2.819, 2.678, 2.664],
+        [15.616, 15.431, 15.27],
+        [84.051, 83.407, 83.563],
+        [1.139, 0.919, 0.938],
+        [9.376, 9.283, 9.036],
+        [11.394, 11.172, 11],
         [null, null, null],
-        [26.933, 14.601, 14.574],
-        [15.515, 14.837, 15.044],
-        [7.717, 1.924, 1.804],
-        [2.486, 0.522, 0.495],
-        [2.201, 0.418, 0.399],
-        [2.201, 0.396, 0.400],
-        [2.672, 0.674, 0.662],
-        [2.250, 0.400, 0.386],
-        [0.589, 0.376, 0.373],
-        [0.585, 0.372, 0.370]
+        [16.465, 16.931, 16.582],
+        [16.866, 17.488, 16.597],
+        [2.31, 2.025, 2.159],
+        [0.789, 0.591, 0.593],
+        [0.653, 0.416, 0.435],
+        [0.784, 0.506, 0.504],
+        [1.125, 0.862, 0.83],
+        [0.568, 0.355, 0.322],
+        [0.585, 0.349, 0.346],
+        [0.476, 0.274, 0.275]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.4xlarge.json b/clickhouse-datalake/results/c6a.4xlarge.json
index 030bfa0ee..746a0dc07 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c6a.4xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [1.613, 0.419, 0.419],
-        [7.168, 0.402, 0.375],
-        [9.028, 0.462, 0.445],
-        [7.432, 0.437, 0.413],
-        [2.518, 2.318, 2.315],
-        [5.764, 4.954, 5.027],
-        [5.463, 0.389, 0.385],
-        [0.620, 0.411, 0.403],
-        [3.175, 3.020, 2.962],
-        [3.646, 3.505, 3.491],
-        [0.781, 0.568, 0.568],
-        [0.849, 0.637, 0.628],
-        [3.287, 2.986, 3.059],
-        [4.490, 4.339, 4.349],
-        [3.480, 3.278, 3.279],
-        [2.705, 2.558, 2.538],
-        [11.251, 11.024, 10.924],
-        [9.244, 9.160, 9.203],
-        [21.704, 20.181, 20.008],
-        [0.626, 0.442, 0.431],
-        [14.639, 1.428, 1.420],
-        [1.857, 1.599, 1.599],
-        [12.829, 2.274, 2.222],
-        [33.357, 4.761, 4.325],
-        [0.977, 0.777, 0.783],
-        [0.874, 0.705, 0.703],
-        [0.978, 0.790, 0.785],
-        [1.735, 1.498, 1.523],
-        [80.985, 80.930, 81.086],
-        [0.611, 0.413, 0.402],
-        [2.010, 1.752, 1.771],
-        [3.343, 3.193, 3.168],
-        [26.574, 26.026, 26.184],
-        [14.509, 14.416, 14.229],
-        [14.270, 14.423, 14.306],
-        [1.973, 1.800, 1.759],
-        [0.733, 0.500, 0.489],
-        [0.636, 0.426, 0.415],
-        [0.617, 0.393, 0.400],
-        [0.889, 0.649, 0.642],
-        [0.620, 0.385, 0.387],
-        [0.604, 0.382, 0.389],
-        [0.601, 0.366, 0.367]
+        [0.209, 0.034, 0.021],
+        [0.533, 0.431, 0.395],
+        [1.841, 1.081, 1.132],
+        [0.711, 0.535, 0.483],
+        [2.245, 2.087, 2.089],
+        [4.787, 4.714, 4.761],
+        [1.043, 1.182, 0.991],
+        [0.528, 0.377, 0.393],
+        [2.83, 2.757, 2.732],
+        [4.35, 4.187, 4.227],
+        [1.07, 0.873, 0.891],
+        [1.191, 1.009, 1.044],
+        [2.853, 2.857, 2.872],
+        [4.222, 4.174, 4.196],
+        [3.129, 2.99, 2.973],
+        [2.404, 1.69, 1.445],
+        [10.69, 9.552, 9.653],
+        [9.082, 7.7, 7.793],
+        [20.285, 18.02, 17.971],
+        [0.577, 0.527, 0.506],
+        [3.881, 3.773, 3.801],
+        [4.421, 4.138, 4.3],
+        [6.445, 6.365, 6.407],
+        [16.941, 16.939, 16.516],
+        [1.449, 1.264, 1.241],
+        [0.953, 0.817, 0.803],
+        [1.453, 1.255, 1.4],
+        [5.157, 5.078, 5.39],
+        [82.405, 81.584, 81.778],
+        [0.566, 0.46, 0.478],
+        [5.748, 5.608, 5.456],
+        [7.284, 7.036, 7.215],
+        [25.963, 24.405, 23.655],
+        [14.57, 14.713, 14.627],
+        [14.627, 14.797, 14.251],
+        [1.629, 1.297, 1.343],
+        [0.519, 0.393, 0.376],
+        [0.332, 0.225, 0.218],
+        [0.428, 0.334, 0.324],
+        [0.789, 0.642, 0.643],
+        [0.274, 0.163, 0.162],
+        [0.268, 0.154, 0.165],
+        [0.254, 0.121, 0.157]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.large.json b/clickhouse-datalake/results/c6a.large.json
index 867919049..55c72c2d9 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": "2026-03-09",
+    "date": "2026-03-13",
     "machine": "c6a.large",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.29, 0.198, 0.204],
-        [2.356, 2.156, 2.165],
-        [3.795, 3.384, 3.521],
-        [4.67, 4.527, 4.759],
-        [6.594, 6.622, 6.31],
-        [8.695, 8.406, 8.487],
-        [2.458, 2.084, 2.308],
-        [2.371, 2.166, 2.183],
-        [7.106, 6.67, 6.732],
-        [8.5, 8.678, 8.512],
-        [6.225, 5.961, 5.971],
-        [6.551, 6.246, 6.257],
-        [8.763, 8.867, 8.656],
-        [12.622, 12.392, 12.171],
-        [6.34, 6.031, 6.093],
-        [7.296, 6.746, 6.703],
-        [19.512, 19.486, 19.012],
-        [13.444, 13.079, 13.042],
-        [31.368, 32.069, 31.707],
-        [3.66, 4.669, 4.591],
-        [22.248, 22.427, 22.198],
-        [25.406, 25.274, 28.515],
-        [44.454, 45.337, 44.793],
-        [71.614, 72.056, 71.772],
-        [9.231, 8.515, 8.621],
-        [6.555, 7.764, 6.776],
-        [8.789, 8.496, 8.712],
-        [23.075, 22.606, 23.836],
-        [107.223, 106.801, 106.208],
-        [2.722, 2.515, 2.501],
-        [9.199, 9.306, 9.376],
-        [13.721, 14.169, 14.087],
+        [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],
         [null, null, null],
         [null, null, null],
         [null, null, null],
-        [3.704, 3.636, 3.555],
-        [1.295, 0.958, 1.007],
-        [0.75, 0.525, 0.563],
-        [0.998, 0.802, 0.793],
-        [1.567, 1.358, 1.352],
-        [0.712, 0.474, 0.459],
-        [0.667, 0.475, 0.539],
-        [0.575, 0.328, 0.303]
+        [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]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.metal.json b/clickhouse-datalake/results/c6a.metal.json
index feee7584d..b1f5830fa 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c6a.metal",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [1.762, 0.421, 0.414],
-        [4.673, 0.434, 0.435],
-        [3.019, 0.464, 0.467],
-        [4.612, 0.471, 0.479],
-        [2.486, 2.319, 2.320],
-        [4.837, 4.721, 4.918],
-        [3.079, 0.411, 0.412],
-        [0.635, 0.428, 0.444],
-        [3.155, 2.977, 2.968],
-        [3.581, 3.390, 3.414],
-        [0.777, 0.572, 0.591],
-        [0.826, 0.653, 0.641],
-        [3.191, 3.010, 3.008],
-        [4.358, 4.173, 4.185],
-        [3.457, 3.201, 3.296],
-        [3.250, 3.084, 2.845],
-        [11.386, 11.478, 11.137],
-        [9.437, 9.334, 9.172],
-        [21.682, 21.352, 21.504],
-        [0.635, 0.477, 0.489],
-        [7.463, 1.216, 1.223],
-        [1.866, 1.620, 1.179],
-        [7.943, 1.727, 1.764],
-        [30.534, 6.656, 6.488],
-        [0.678, 0.513, 0.506],
-        [0.867, 0.705, 0.715],
-        [0.675, 0.523, 0.503],
-        [1.107, 0.912, 0.945],
-        [78.700, 78.323, 78.266],
-        [0.641, 0.453, 0.445],
-        [1.959, 1.810, 1.788],
-        [3.344, 3.045, 3.050],
-        [30.502, 30.421, 30.447],
-        [15.533, 15.116, 14.972],
-        [15.598, 14.912, 15.279],
-        [2.096, 2.095, 1.978],
-        [0.694, 0.507, 0.491],
-        [0.615, 0.401, 0.411],
-        [0.626, 0.409, 0.403],
-        [0.911, 0.687, 0.669],
-        [0.606, 0.393, 0.390],
-        [0.608, 0.373, 0.384],
-        [0.602, 0.386, 0.379]
+        [0.214, 0.042, 0.021],
+        [0.287, 0.143, 0.184],
+        [0.365, 0.328, 0.397],
+        [0.343, 0.202, 0.197],
+        [2.1, 1.994, 2.084],
+        [4.536, 4.366, 4.461],
+        [0.312, 0.166, 0.158],
+        [0.278, 0.168, 0.139],
+        [2.786, 2.698, 2.662],
+        [3.367, 3.194, 3.325],
+        [0.497, 0.335, 0.349],
+        [0.542, 0.395, 0.386],
+        [2.902, 2.698, 2.716],
+        [4.08, 4.089, 4.106],
+        [3.201, 3.286, 2.921],
+        [2.656, 1.794, 1.82],
+        [11.46, 11.081, 9.883],
+        [9.314, 8.007, 8.039],
+        [21.485, 20.845, 19.102],
+        [0.33, 0.206, 0.185],
+        [1.971, 1.683, 1.758],
+        [2.16, 1.992, 2.101],
+        [4.453, 4.05, 3.965],
+        [14.132, 13.587, 14.946],
+        [0.503, 0.348, 0.379],
+        [0.522, 0.44, 0.442],
+        [0.5, 0.449, 0.399],
+        [1.906, 1.8, 1.787],
+        [79.672, 79.656, 78.579],
+        [0.344, 0.186, 0.175],
+        [1.676, 1.51, 1.557],
+        [2.903, 2.509, 3.137],
+        [29.997, 31.419, 31.895],
+        [14.923, 17.065, 15.442],
+        [14.962, 17.318, 16.545],
+        [1.818, 1.335, 1.396],
+        [0.568, 0.385, 0.416],
+        [0.357, 0.213, 0.239],
+        [0.445, 0.337, 0.333],
+        [0.86, 0.668, 0.653],
+        [0.274, 0.163, 0.171],
+        [0.319, 0.164, 0.174],
+        [0.253, 0.13, 0.123]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.xlarge.json b/clickhouse-datalake/results/c6a.xlarge.json
index 9790e2033..54c6b41bb 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": "2026-03-09",
+    "date": "2026-03-13",
     "machine": "c6a.xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.26, 0.2, 0.176],
-        [1.436, 1.305, 1.295],
-        [2.263, 2.155, 2.103],
-        [5.825, 5.767, 4.943],
-        [6.928, 6.925, 6.91],
-        [8.721, 8.286, 8.179],
-        [1.606, 1.393, 1.341],
-        [1.564, 1.242, 1.32],
-        [7.483, 7.133, 7.042],
-        [8.65, 8.592, 8.473],
-        [3.4, 3.168, 3.266],
-        [3.503, 3.341, 3.396],
-        [9.099, 8.676, 8.975],
-        [6.831, 6.377, 6.375],
-        [4.452, 4.249, 4.263],
-        [7.075, 6.974, 7.08],
-        [17.692, 17.768, 17.689],
-        [13.682, 13.983, 13.949],
-        [33.375, 33.2, 33.681],
-        [4.781, 4.526, 5.578],
-        [30.607, 21.976, 21.051],
-        [23.465, 21.678, 20.626],
-        [25.406, 28.289, 29.086],
-        [43.468, 43.73, 44.967],
-        [4.68, 4.465, 4.584],
-        [6.984, 7.086, 6.967],
-        [4.825, 4.534, 4.506],
-        [32.604, 23.53, 33.013],
-        [84.914, 84.471, 83.644],
-        [1.812, 1.624, 1.587],
-        [9.716, 9.413, 9.472],
-        [14.68, 13.811, 13.464],
+        [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],
         [null, null, null],
         [null, null, null],
         [null, null, null],
-        [2.935, 2.688, 2.604],
-        [1.168, 0.915, 0.937],
-        [0.744, 0.523, 0.53],
-        [1.047, 0.811, 0.809],
-        [1.51, 1.261, 1.294],
-        [0.656, 0.472, 0.499],
-        [0.722, 0.473, 0.452],
-        [0.554, 0.346, 0.284]
+        [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]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c7a.metal-48xl.json b/clickhouse-datalake/results/c7a.metal-48xl.json
index 8ced09079..8d651c341 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c7a.metal-48xl",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [1.720, 0.403, 0.403],
-        [4.868, 0.421, 0.418],
-        [3.305, 0.452, 0.438],
-        [5.126, 0.465, 0.464],
-        [2.526, 2.379, 2.389],
-        [5.075, 4.902, 4.877],
-        [1.904, 0.422, 0.419],
-        [0.652, 0.424, 0.416],
-        [3.127, 2.963, 2.937],
-        [3.550, 3.353, 3.345],
-        [0.755, 0.553, 0.562],
-        [0.784, 0.625, 0.621],
-        [2.924, 2.744, 2.803],
-        [4.228, 4.088, 4.051],
-        [2.959, 2.841, 2.714],
-        [3.110, 2.933, 2.965],
-        [10.451, 10.184, 9.847],
-        [8.182, 7.992, 7.935],
-        [20.758, 20.330, 19.809],
-        [0.618, 0.447, 0.446],
-        [6.729, 0.909, 0.872],
-        [2.107, 1.592, 1.550],
-        [7.035, 1.960, 1.993],
-        [36.123, 9.876, 9.881],
-        [0.706, 0.573, 0.578],
-        [0.821, 0.659, 0.665],
-        [0.686, 0.577, 0.539],
-        [1.076, 0.849, 0.825],
-        [65.284, 64.964, 66.166],
-        [0.648, 0.458, 0.447],
-        [2.100, 1.836, 1.855],
-        [3.411, 3.000, 3.055],
-        [27.179, 27.097, 27.294],
-        [15.491, 15.213, 15.312],
-        [15.394, 15.158, 15.390],
-        [2.081, 1.954, 1.944],
-        [0.697, 0.498, 0.494],
-        [0.636, 0.413, 0.421],
-        [0.598, 0.407, 0.422],
-        [0.914, 0.718, 0.750],
-        [0.615, 0.388, 0.386],
-        [0.610, 0.407, 0.411],
-        [0.589, 0.402, 0.394]
+        [0.201, 0.026, 0.02],
+        [0.287, 0.16, 0.109],
+        [0.342, 0.233, 0.231],
+        [0.289, 0.162, 0.155],
+        [2.219, 2.066, 2.078],
+        [4.717, 4.59, 4.651],
+        [0.286, 0.142, 0.13],
+        [0.272, 0.136, 0.132],
+        [2.796, 2.63, 2.62],
+        [3.202, 3.054, 3.093],
+        [0.466, 0.268, 0.284],
+        [0.484, 0.327, 0.343],
+        [2.694, 2.069, 2.536],
+        [3.973, 3.799, 3.904],
+        [2.681, 2.338, 2.357],
+        [2.721, 1.819, 1.804],
+        [9.806, 8.6, 8.644],
+        [7.897, 6.693, 6.765],
+        [19.808, 17.699, 18.683],
+        [0.249, 0.134, 0.16],
+        [1.71, 1.932, 1.424],
+        [2.121, 1.996, 2.13],
+        [4.144, 4.31, 4.12],
+        [16.945, 17.911, 17.637],
+        [0.494, 0.315, 0.373],
+        [0.503, 0.349, 0.348],
+        [0.466, 0.321, 0.337],
+        [1.631, 1.725, 1.561],
+        [65.464, 64.484, 65.173],
+        [0.359, 0.192, 0.191],
+        [1.778, 1.468, 1.507],
+        [2.917, 2.548, 2.543],
+        [26.791, 25.377, 25.247],
+        [15.023, 15.004, 15.934],
+        [15.024, 14.881, 15.079],
+        [1.747, 1.271, 1.335],
+        [0.538, 0.399, 0.388],
+        [0.367, 0.238, 0.227],
+        [0.482, 0.339, 0.336],
+        [0.834, 0.688, 0.759],
+        [0.291, 0.167, 0.177],
+        [0.315, 0.2, 0.197],
+        [0.245, 0.118, 0.127]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c8g.4xlarge.json b/clickhouse-datalake/results/c8g.4xlarge.json
index 04da55d79..63e5dd4bf 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c8g.4xlarge",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [1.483, 0.378, 0.374],
-        [5.662, 0.396, 0.387],
-        [7.937, 0.415, 0.417],
-        [8.239, 0.382, 0.384],
-        [1.945, 1.842, 1.832],
-        [4.356, 2.949, 2.954],
-        [4.555, 0.376, 0.366],
-        [0.513, 0.388, 0.372],
-        [2.408, 2.295, 2.333],
-        [2.910, 2.798, 2.845],
-        [0.628, 0.486, 0.506],
-        [0.682, 0.556, 0.548],
-        [2.854, 2.637, 2.420],
-        [3.303, 3.234, 3.238],
-        [2.399, 2.698, 2.625],
-        [2.051, 1.888, 1.922],
-        [8.200, 8.028, 7.616],
-        [6.474, 7.061, 6.834],
-        [15.971, 14.622, 14.084],
-        [0.505, 0.397, 0.395],
-        [12.853, 1.905, 1.902],
-        [1.352, 1.227, 1.232],
-        [11.013, 1.782, 1.796],
-        [31.574, 3.271, 3.292],
-        [0.766, 0.641, 0.632],
-        [0.754, 0.628, 0.641],
-        [0.777, 0.655, 0.670],
-        [1.307, 1.196, 1.214],
-        [73.684, 73.647, 73.878],
-        [0.515, 0.391, 0.391],
-        [1.793, 1.635, 1.631],
-        [2.943, 2.824, 2.457],
-        [17.712, 19.856, 20.146],
-        [11.457, 12.224, 12.435],
-        [11.925, 11.795, 12.032],
-        [1.597, 1.483, 1.489],
-        [0.604, 0.473, 0.457],
-        [0.533, 0.395, 0.385],
-        [0.507, 0.376, 0.379],
-        [0.673, 0.560, 0.558],
-        [0.511, 0.371, 0.361],
-        [0.506, 0.371, 0.369],
-        [0.485, 0.354, 0.346]
+        [0.164, 0.026, 0.026],
+        [0.539, 0.472, 0.392],
+        [1.225, 1.062, 1.123],
+        [0.672, 0.506, 0.472],
+        [1.804, 1.679, 1.746],
+        [3.048, 2.873, 2.875],
+        [0.606, 0.404, 0.469],
+        [0.57, 0.399, 0.411],
+        [2.675, 2.532, 2.616],
+        [4.144, 4.033, 4.037],
+        [1.061, 0.904, 0.882],
+        [1.099, 1.061, 0.96],
+        [2.783, 2.664, 2.655],
+        [3.893, 3.799, 3.827],
+        [2.767, 2.654, 2.517],
+        [1.972, 1.559, 1.607],
+        [9.578, 8.544, 8.555],
+        [7.362, 6.308, 5.922],
+        [18.555, 16.305, 16.323],
+        [0.604, 0.509, 0.424],
+        [3.848, 3.888, 3.92],
+        [4.277, 4.047, 4.171],
+        [6.38, 6.221, 6.427],
+        [16.646, 16.41, 16.824],
+        [1.313, 1.261, 1.224],
+        [0.905, 0.78, 0.82],
+        [1.381, 1.208, 1.231],
+        [5.53, 5.556, 5.441],
+        [74.052, 74.459, 74.547],
+        [0.572, 0.469, 0.446],
+        [5.709, 5.643, 5.2],
+        [7.361, 7.256, 7.211],
+        [23.905, 21.068, 21.243],
+        [14.281, 13.938, 13.952],
+        [14.176, 13.789, 13.758],
+        [1.35, 1.032, 1.066],
+        [0.487, 0.377, 0.392],
+        [0.312, 0.215, 0.207],
+        [0.444, 0.318, 0.32],
+        [0.747, 0.591, 0.591],
+        [0.287, 0.16, 0.16],
+        [0.296, 0.163, 0.155],
+        [0.232, 0.119, 0.127]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c8g.metal-48xl.json b/clickhouse-datalake/results/c8g.metal-48xl.json
index 8f0f7480d..99e97fad7 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": "2026-03-12",
+    "date": "2026-03-16",
     "machine": "c8g.metal-48xl",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [1.410, 0.379, 0.375],
-        [4.571, 0.442, 0.419],
-        [3.219, 0.437, 0.411],
-        [5.175, 0.435, 0.424],
-        [1.937, 1.866, 1.843],
-        [3.051, 2.920, 2.918],
-        [2.019, 0.426, 0.415],
-        [0.603, 0.413, 0.424],
-        [2.397, 2.309, 2.345],
-        [2.892, 2.800, 2.819],
-        [0.639, 0.517, 0.541],
-        [0.722, 0.583, 0.603],
-        [2.461, 2.397, 2.365],
-        [3.314, 3.149, 3.217],
-        [2.386, 2.299, 2.267],
-        [2.066, 1.993, 1.961],
-        [7.662, 7.661, 7.647],
-        [6.514, 6.340, 6.355],
-        [13.678, 13.179, 13.036],
-        [0.542, 0.426, 0.415],
-        [5.416, 1.964, 1.976],
-        [1.697, 1.297, 1.532],
-        [7.406, 1.763, 1.626],
-        [40.814, 5.034, 5.034],
-        [0.576, 0.492, 0.483],
-        [0.785, 0.687, 0.672],
-        [0.562, 0.483, 0.483],
-        [0.989, 0.859, 0.859],
-        [75.380, 75.217, 75.066],
-        [0.587, 0.478, 0.480],
-        [1.565, 1.430, 1.459],
-        [2.490, 2.371, 2.370],
-        [16.743, 16.673, 16.650],
-        [10.930, 10.685, 10.734],
-        [11.099, 10.825, 10.718],
-        [1.579, 1.399, 1.390],
-        [0.582, 0.465, 0.464],
-        [0.521, 0.400, 0.404],
-        [0.530, 0.417, 0.392],
-        [0.692, 0.574, 0.566],
-        [0.540, 0.377, 0.380],
-        [0.533, 0.409, 0.390],
-        [0.528, 0.396, 0.423]
+        [0.191, 0.026, 0.04],
+        [0.285, 0.126, 0.125],
+        [0.321, 0.192, 0.204],
+        [0.286, 0.295, 0.148],
+        [1.689, 1.529, 1.518],
+        [2.765, 2.576, 2.622],
+        [0.268, 0.126, 0.148],
+        [0.303, 0.127, 0.276],
+        [2.121, 1.988, 2],
+        [2.692, 2.501, 2.517],
+        [0.471, 0.263, 0.263],
+        [0.468, 0.327, 0.324],
+        [2.188, 2.042, 2.11],
+        [2.988, 2.896, 2.938],
+        [2.207, 1.889, 1.93],
+        [1.775, 1.183, 1.161],
+        [7.392, 6.572, 6.63],
+        [6.229, 5.39, 5.395],
+        [14.931, 11.596, 11.906],
+        [0.282, 0.142, 0.165],
+        [1.982, 1.938, 1.85],
+        [2.376, 2.142, 2.203],
+        [4.112, 4.355, 4.373],
+        [17.807, 17.125, 16.342],
+        [0.442, 0.297, 0.29],
+        [0.505, 0.399, 0.409],
+        [0.443, 0.319, 0.277],
+        [1.664, 1.484, 1.624],
+        [75.096, 74.81, 74.813],
+        [0.331, 0.203, 0.189],
+        [1.322, 1.126, 1.082],
+        [2.224, 1.947, 1.925],
+        [16.873, 14.427, 14.894],
+        [10.784, 10.503, 11.806],
+        [10.567, 10.717, 10.729],
+        [1.191, 0.845, 0.862],
+        [0.557, 0.372, 0.365],
+        [0.351, 0.228, 0.208],
+        [0.464, 0.323, 0.329],
+        [0.676, 0.568, 0.57],
+        [0.268, 0.166, 0.165],
+        [0.355, 0.161, 0.162],
+        [0.294, 0.116, 0.11]
 ]
 }
 
diff --git a/clickhouse-datalake/results/t3a.small.json b/clickhouse-datalake/results/t3a.small.json
index 0a3f0e15e..9e4db19e0 100644
--- a/clickhouse-datalake/results/t3a.small.json
+++ b/clickhouse-datalake/results/t3a.small.json
@@ -1,6 +1,6 @@
 {
     "system": "ClickHouse (data lake, single)",
-    "date": "2026-03-12",
+    "date": "2026-03-13",
     "machine": "t3a.small",
     "cluster_size": 1,
     "proprietary": "no",
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [1.807, 0.500, 0.496],
-        [20.495, 21.317, 22.227],
-        [54.073, 49.606, 49.109],
-        [47.456, 56.427, 50.096],
-        [65.673, 51.589, 63.734],
-        [72.966, 67.717, 71.280],
-        [24.955, 26.000, 25.596],
-        [23.274, 22.584, 21.841],
-        [68.080, 61.137, 74.466],
-        [114.759, 105.055, 120.660],
-        [71.343, 70.823, 69.602],
-        [66.374, 77.270, 70.906],
-        [70.327, 55.578, 71.647],
-        [85.566, 79.358, 91.648],
-        [40.837, 43.704, 40.582],
-        [57.534, 56.529, 63.862],
-        [119.824, 118.723, 121.130],
-        [117.491, 107.894, 112.024],
-        [133.192, 159.155, 154.359],
-        [54.122, 53.641, 45.816],
-        [174.108, 166.870, 183.397],
-        [169.402, 168.014, 156.094],
-        [282.270, 266.100, 277.091],
-        [null, null, null],
-        [71.157, 77.523, 78.314],
-        [58.271, 66.879, 58.355],
-        [70.826, 88.424, 86.442],
-        [191.131, 202.758, 175.393],
-        [null, null, null],
-        [20.838, 24.370, 23.596],
-        [112.549, 108.871, 116.090],
-        [null, null, null],
-        [null, null, null],
-        [null, null, null],
-        [null, null, null],
-        [37.126, 33.656, 44.379],
-        [4.445, 0.721, 0.706],
-        [2.586, 0.525, 0.537],
-        [2.347, 0.524, 0.518],
-        [2.845, 1.021, 0.991],
-        [4.477, 0.487, 0.473],
-        [0.682, 0.469, 0.495],
-        [0.676, 0.444, 0.435]
+        [0.465, 0.303, 0.302],
+        [2.469, 2.173, 2.237],
+        [3.974, 3.916, 3.699],
+        [5.326, 5.339, 5.58],
+        [7.523, 7.313, 7.464],
+        [null, null, null],
+        [2.574, 2.37, 2.4],
+        [2.42, 2.341, 2.392],
+        [8.312, 8.145, 7.838],
+        [9.913, 9.587, 9.486],
+        [7.227, 7.054, 7.573],
+        [7.388, 7.146, 7.114],
+        [null, null, null],
+        [19.824, 19.563, 19.694],
+        [14.226, 14.17, 13.627],
+        [9.429, 9.175, 9.195],
+        [null, null, null],
+        [null, null, null],
+        [null, null, null],
+        [4.428, 4.979, 4.791],
+        [27.212, 28.044, 27.835],
+        [33.916, 32.275, 33.552],
+        [50.814, 46.353, 51.239],
+        [null, 80.241, 78.379],
+        [9.962, 9.748, 9.671],
+        [7.728, 7.512, 8.147],
+        [10.051, 9.402, 9.761],
+        [29.562, 27.653, 27.561],
+        [null, null, null],
+        [2.959, 2.769, 2.725],
+        [11.602, 11.21, 12.316],
+        [null, null, null],
+        [null, null, null],
+        [null, null, null],
+        [null, null, null],
+        [4.905, 4.744, 4.63],
+        [1.456, 1.12, 1.119],
+        [0.867, 0.638, 0.672],
+        [1.169, 0.922, 0.96],
+        [1.891, 1.62, 1.616],
+        [0.823, 0.603, 0.531],
+        [0.793, 0.545, 0.582],
+        [0.657, 0.427, 0.418]
 ]
 }
 
diff --git a/clickhouse-datalake/run.sh b/clickhouse-datalake/run.sh
index 4b5cf99f4..5e0d4ac11 100755
--- a/clickhouse-datalake/run.sh
+++ b/clickhouse-datalake/run.sh
@@ -5,20 +5,16 @@ QUERY_NUM=1
 
 ./clickhouse local --path . --query="$(cat create.sql)"
 cat queries.sql | while read -r query; do
-    sync && echo 3 | sudo tee /proc/sys/vm/drop_caches > /dev/null
-
     echo -n "["
-    for i in $(seq 1 $TRIES); do
-        RES=$(./clickhouse local --path . --time --format Null --filesystem_cache_name cache --query="$query" 2>&1) # (*)
-        [[ "$?" == "0" ]] && echo -n "${RES}" || echo -n "null"
-        [[ "$i" != $TRIES ]] && echo -n ", "
-
-        echo "${QUERY_NUM},${i},${RES}" >> result.csv
-    done
+    i=0
+    while read -r RES; do
+        [[ "$i" -gt 0 ]] && echo -n ", "
+        [[ "$RES" =~ ^[0-9] ]] && echo -n "${RES}" || echo -n "null"
+        echo "${QUERY_NUM},$((i+1)),${RES}" >> result.csv
+        i=$((i+1))
+    done <<< "$(./clickhouse local --path . --time --format Null --use_page_cache_for_object_storage 1 --query "$query; $query; $query" 2>&1)"
     echo "],"
 
-    # (*) --format=Null is client-side formatting. The query result is still sent back to the client.
-
     QUERY_NUM=$((QUERY_NUM + 1))
 done
 ./clickhouse local --path . --query="DROP TABLE hits"