diff --git a/clickhouse-datalake/results/c6a.4xlarge.partitioned.23.11.json b/clickhouse-datalake/results/c6a.4xlarge.partitioned.23.11.json
new file mode 100644
index 000000000..6f8032e30
--- /dev/null
+++ b/clickhouse-datalake/results/c6a.4xlarge.partitioned.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (data lake, partitioned)",
+    "date": "2023-12-09",
+    "machine": "c6a.4xlarge, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
+
+    "load_time": 0,
+    "data_size": 14737666736,
+
+    "result": [
+[1.212, 0.625, 0.479],
+[2.383, 1.763, 0.751],
+[2.528, 1.602, 1.474],
+[2.855, 1.201, 1.026],
+[1.341, 1.227, 1.248],
+[1.585, 1.518, 1.475],
+[0.846, 0.934, 0.941],
+[0.722, 0.643, 0.751],
+[1.448, 1.407, 1.514],
+[2.019, 2.174, 2.163],
+[1.387, 1.211, 1.192],
+[1.563, 1.692, 1.536],
+[1.511, 1.606, 1.592],
+[2.557, 2.580, 2.489],
+[1.717, 1.608, 1.666],
+[1.400, 1.521, 1.321],
+[3.168, 3.124, 3.398],
+[2.635, 2.533, 2.367],
+[5.942, 5.894, 5.672],
+[0.747, 0.705, 0.743],
+[3.236, 3.284, 3.242],
+[3.975, 4.013, 4.202],
+[6.700, 6.887, 6.936],
+[22.070, 21.690, 21.136],
+[1.687, 2.041, 1.893],
+[1.045, 1.166, 1.159],
+[1.835, 2.044, 1.673],
+[3.447, 3.522, 3.476],
+[11.048, 10.896, 10.986],
+[1.278, 1.244, 1.758],
+[2.177, 2.353, 1.907],
+[3.454, 3.320, 3.464],
+[5.891, 5.814, 5.984],
+[5.683, 5.609, 5.680],
+[5.651, 5.637, 5.542],
+[1.831, 1.738, 1.688],
+[0.432, 0.454, 0.447],
+[0.457, 0.387, 0.409],
+[0.437, 0.469, 0.450],
+[0.703, 0.613, 0.692],
+[0.338, 0.330, 0.331],
+[0.347, 0.367, 0.351],
+[0.303, 0.303, 0.261]
+    ]
+}
diff --git a/clickhouse-datalake/results/c6a.4xlarge.partitioned.json b/clickhouse-datalake/results/c6a.4xlarge.partitioned.json
deleted file mode 100644
index 5e78b90e0..000000000
--- a/clickhouse-datalake/results/c6a.4xlarge.partitioned.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse (data lake, partitioned)",
-    "date": "2023-09-01",
-    "machine": "c6a.4xlarge, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
-
-    "load_time": 0,
-    "data_size": 14737666736,
-
-    "result": [
-[1.578, 0.756, 0.793],
-[2.768, 2.082, 1.039],
-[2.570, 1.545, 1.429],
-[3.179, 1.613, 1.137],
-[1.451, 1.401, 1.397],
-[1.707, 1.790, 1.503],
-[1.242, 0.919, 0.961],
-[0.843, 0.929, 0.889],
-[1.440, 1.446, 1.716],
-[2.142, 2.037, 2.654],
-[1.861, 1.528, 1.514],
-[1.616, 1.926, 1.833],
-[1.608, 1.590, 1.669],
-[2.426, 2.573, 2.161],
-[1.645, 1.691, 1.775],
-[1.495, 1.347, 1.630],
-[3.611, 3.167, 3.792],
-[2.648, 2.548, 2.454],
-[6.087, 5.603, 5.713],
-[1.038, 0.719, 1.005],
-[6.092, 4.233, 3.468],
-[4.082, 4.177, 3.945],
-[6.882, 6.795, 6.887],
-[21.255, 21.006, 21.191],
-[2.177, 1.611, 1.773],
-[1.307, 1.213, 1.200],
-[1.940, 2.241, 1.678],
-[3.510, 3.507, 3.526],
-[10.886, 10.748, 10.761],
-[1.180, 1.299, 1.294],
-[2.168, 2.110, 2.026],
-[3.262, 3.060, 3.524],
-[6.162, 6.043, 6.159],
-[5.715, 5.717, 5.722],
-[5.651, 5.696, 5.720],
-[1.915, 1.676, 1.713],
-[0.538, 0.499, 0.472],
-[0.401, 0.448, 0.429],
-[0.399, 0.412, 0.419],
-[0.651, 0.661, 0.647],
-[0.345, 0.365, 0.389],
-[0.372, 0.311, 0.370],
-[0.287, 0.339, 0.306]
-    ]
-}
diff --git a/clickhouse-datalake/results/c6a.4xlarge.single.23.11.json b/clickhouse-datalake/results/c6a.4xlarge.single.23.11.json
new file mode 100644
index 000000000..09475bf4f
--- /dev/null
+++ b/clickhouse-datalake/results/c6a.4xlarge.single.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (data lake, single)",
+    "date": "2023-12-09",
+    "machine": "c6a.4xlarge, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
+
+    "load_time": 0,
+    "data_size": 14737666736,
+
+    "result": [
+[0.115, 0.114, 0.168],
+[0.560, 0.558, 0.486],
+[0.965, 0.906, 1.018],
+[1.043, 0.945, 0.590],
+[0.858, 1.018, 1.094],
+[1.278, 1.314, 1.285],
+[0.602, 0.618, 0.521],
+[0.634, 0.572, 0.710],
+[1.135, 1.117, 1.157],
+[1.665, 1.796, 1.575],
+[1.230, 1.088, 1.052],
+[1.192, 1.365, 1.081],
+[1.368, 1.405, 1.410],
+[2.538, 2.062, 1.995],
+[1.471, 1.614, 1.523],
+[1.167, 1.394, 1.110],
+[2.972, 2.806, 2.882],
+[2.144, 2.046, 1.969],
+[5.375, 5.371, 5.393],
+[0.766, 0.820, 0.605],
+[4.190, 4.116, 4.105],
+[4.633, 4.823, 4.765],
+[7.908, 7.794, 7.823],
+[23.214, 22.933, 22.833],
+[1.574, 1.565, 1.878],
+[1.186, 1.093, 1.073],
+[1.746, 1.723, 1.671],
+[4.340, 4.445, 4.357],
+[10.039, 10.118, 10.214],
+[1.667, 1.622, 1.764],
+[2.193, 2.282, 1.953],
+[3.013, 3.076, 3.383],
+[5.627, 5.738, 5.799],
+[5.866, 5.857, 5.915],
+[5.707, 5.845, 5.973],
+[1.523, 1.571, 1.520],
+[0.574, 0.507, 0.469],
+[0.392, 0.403, 0.311],
+[0.497, 0.458, 0.501],
+[0.677, 0.633, 0.702],
+[0.299, 0.290, 0.367],
+[0.286, 0.449, 0.328],
+[0.318, 0.270, 0.324]
+    ]
+}
diff --git a/clickhouse-datalake/results/c6a.metal.partitioned.23.11.json b/clickhouse-datalake/results/c6a.metal.partitioned.23.11.json
new file mode 100644
index 000000000..fff2e1a04
--- /dev/null
+++ b/clickhouse-datalake/results/c6a.metal.partitioned.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (data lake, partitioned)",
+    "date": "2023-12-09",
+    "machine": "c6a.metal, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
+
+    "load_time": 0,
+    "data_size": 14737666736,
+
+    "result": [
+[0.162, 0.147, 0.162],
+[0.254, 0.296, 0.292],
+[0.409, 0.379, 0.354],
+[0.961, 0.473, 0.335],
+[0.610, 0.629, 0.607],
+[0.986, 0.758, 0.625],
+[0.482, 0.361, 0.286],
+[0.323, 0.359, 0.326],
+[0.802, 0.728, 0.700],
+[0.926, 1.001, 0.898],
+[0.547, 0.520, 0.561],
+[0.570, 0.593, 0.586],
+[0.761, 0.690, 0.686],
+[0.914, 0.986, 0.919],
+[0.664, 0.777, 0.845],
+[0.685, 0.603, 0.522],
+[1.188, 1.155, 1.253],
+[0.967, 1.077, 1.151],
+[1.924, 1.939, 1.877],
+[0.249, 0.305, 0.271],
+[2.144, 2.064, 1.992],
+[2.104, 2.185, 2.026],
+[2.703, 2.804, 2.859],
+[8.946, 8.069, 8.166],
+[0.620, 0.632, 0.664],
+[0.498, 0.524, 0.480],
+[0.610, 0.627, 0.592],
+[2.220, 2.087, 2.170],
+[2.650, 2.660, 2.669],
+[0.966, 0.980, 0.980],
+[0.855, 0.867, 0.840],
+[1.245, 1.297, 1.097],
+[2.456, 2.424, 2.283],
+[2.902, 2.863, 2.882],
+[2.845, 2.853, 2.877],
+[0.734, 1.336, 0.708],
+[0.517, 0.508, 0.529],
+[0.365, 0.374, 0.392],
+[0.492, 0.465, 0.477],
+[0.658, 0.686, 0.673],
+[0.326, 0.341, 0.326],
+[0.318, 0.332, 0.363],
+[0.239, 0.297, 0.258]
+    ]
+}
diff --git a/clickhouse-datalake/results/c6a.metal.partitioned.json b/clickhouse-datalake/results/c6a.metal.partitioned.json
deleted file mode 100644
index 40d83f851..000000000
--- a/clickhouse-datalake/results/c6a.metal.partitioned.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse (data lake, partitioned)",
-    "date": "2023-09-01",
-    "machine": "c6a.metal, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
-
-    "load_time": 0,
-    "data_size": 14737666736,
-
-    "result": [
-[0.276, 0.179, 0.170],
-[0.321, 0.381, 0.292],
-[0.409, 0.415, 0.373],
-[0.384, 0.325, 0.365],
-[0.575, 0.689, 0.749],
-[0.716, 0.690, 0.809],
-[0.363, 0.300, 0.381],
-[0.286, 0.280, 0.355],
-[0.870, 0.672, 0.715],
-[0.871, 0.904, 1.062],
-[0.542, 0.649, 0.605],
-[0.623, 0.623, 0.686],
-[0.752, 0.711, 0.745],
-[0.938, 0.890, 1.002],
-[0.737, 0.825, 0.712],
-[0.629, 0.619, 0.804],
-[1.358, 1.200, 1.299],
-[1.107, 1.113, 1.111],
-[2.082, 1.924, 2.251],
-[0.360, 0.336, 0.381],
-[2.153, 2.042, 1.962],
-[2.441, 2.152, 2.200],
-[2.949, 3.080, 3.299],
-[8.931, 7.830, 7.971],
-[0.749, 0.732, 0.607],
-[0.504, 0.401, 0.490],
-[0.719, 0.654, 0.558],
-[2.190, 2.242, 2.221],
-[3.082, 2.668, 2.535],
-[0.957, 0.790, 0.918],
-[0.954, 0.948, 0.928],
-[1.656, 1.556, 1.186],
-[2.396, 2.381, 2.305],
-[2.929, 2.936, 3.149],
-[2.908, 2.996, 2.920],
-[0.840, 0.824, 0.825],
-[0.546, 0.552, 0.586],
-[0.407, 0.358, 0.360],
-[0.485, 0.524, 0.534],
-[0.701, 0.738, 0.693],
-[0.347, 0.425, 0.355],
-[0.357, 0.362, 0.381],
-[0.293, 0.329, 0.316]
-    ]
-}
diff --git a/clickhouse-datalake/results/c6a.metal.single.23.11.json b/clickhouse-datalake/results/c6a.metal.single.23.11.json
new file mode 100644
index 000000000..f8cfcb2a7
--- /dev/null
+++ b/clickhouse-datalake/results/c6a.metal.single.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (data lake, single)",
+    "date": "2023-12-09",
+    "machine": "c6a.metal, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
+
+    "load_time": 0,
+    "data_size": 14737666736,
+
+    "result": [
+[0.402, 0.185, 0.145],
+[0.752, 0.522, 0.517],
+[1.168, 0.978, 0.598],
+[1.503, 0.949, 0.606],
+[0.599, 0.592, 0.735],
+[1.007, 0.933, 0.679],
+[0.630, 0.483, 0.341],
+[0.305, 0.348, 0.348],
+[0.840, 0.736, 0.864],
+[1.017, 1.002, 0.937],
+[0.639, 0.622, 0.662],
+[0.610, 0.647, 0.642],
+[0.694, 0.760, 0.683],
+[0.923, 1.000, 0.867],
+[0.636, 0.750, 0.746],
+[0.735, 0.638, 0.657],
+[1.092, 1.151, 1.091],
+[1.024, 1.031, 1.049],
+[2.090, 1.913, 1.930],
+[0.460, 0.444, 0.445],
+[2.757, 2.241, 1.620],
+[1.924, 2.727, 2.275],
+[3.464, 3.005, 3.496],
+[8.998, 8.437, 8.723],
+[1.428, 0.675, 0.656],
+[0.471, 0.495, 0.529],
+[0.768, 0.780, 0.745],
+[1.707, 1.670, 1.667],
+[2.048, 1.834, 1.880],
+[0.966, 1.058, 0.873],
+[0.890, 0.785, 0.830],
+[1.228, 1.113, 1.095],
+[2.544, 2.053, 2.025],
+[2.299, 2.393, 2.434],
+[2.391, 2.235, 2.506],
+[0.781, 0.708, 0.731],
+[0.656, 0.581, 0.547],
+[0.416, 0.385, 0.460],
+[0.455, 0.445, 0.485],
+[0.665, 0.711, 0.732],
+[0.381, 0.340, 0.341],
+[0.362, 0.301, 0.357],
+[0.332, 0.315, 0.393]
+    ]
+}
diff --git a/clickhouse-parquet/results/c6a.4xlarge.partitioned.23.11.json b/clickhouse-parquet/results/c6a.4xlarge.partitioned.23.11.json
new file mode 100644
index 000000000..77aa9bece
--- /dev/null
+++ b/clickhouse-parquet/results/c6a.4xlarge.partitioned.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (Parquet, partitioned)",
+    "date": "2023-12-09",
+    "machine": "c6a.4xlarge, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
+
+    "load_time": 0,
+    "data_size": 14737666736,
+
+    "result": [
+[0.036, 0.042, 0.027],
+[0.131, 0.102, 0.113],
+[0.410, 0.142, 0.116],
+[1.210, 0.159, 0.142],
+[1.309, 0.492, 0.487],
+[1.050, 0.689, 0.666],
+[0.140, 0.097, 0.111],
+[0.156, 0.103, 0.123],
+[0.968, 0.657, 0.666],
+[1.653, 0.763, 0.755],
+[0.741, 0.318, 0.319],
+[1.118, 0.360, 0.352],
+[1.439, 0.876, 0.852],
+[2.718, 1.171, 1.177],
+[1.325, 1.002, 0.949],
+[0.805, 0.711, 0.724],
+[3.455, 2.173, 2.125],
+[2.626, 1.321, 1.279],
+[6.459, 4.999, 4.719],
+[0.298, 0.122, 0.109],
+[10.624, 1.899, 1.934],
+[11.803, 2.415, 2.467],
+[22.904, 6.287, 6.249],
+[58.113, 19.862, 20.212],
+[2.990, 0.469, 0.472],
+[0.971, 0.353, 0.343],
+[3.208, 0.485, 0.486],
+[10.185, 2.355, 2.395],
+[9.823, 9.596, 9.446],
+[1.519, 1.507, 1.529],
+[2.878, 0.740, 0.755],
+[6.867, 1.262, 1.334],
+[7.858, 5.176, 5.403],
+[11.383, 5.296, 5.212],
+[11.417, 5.036, 5.129],
+[1.225, 1.135, 1.199],
+[0.272, 0.148, 0.156],
+[0.186, 0.105, 0.105],
+[0.251, 0.102, 0.090],
+[0.409, 0.275, 0.292],
+[0.166, 0.071, 0.063],
+[0.153, 0.046, 0.059],
+[0.138, 0.073, 0.052]
+    ]
+}
diff --git a/clickhouse-parquet/results/c6a.4xlarge.partitioned.json b/clickhouse-parquet/results/c6a.4xlarge.partitioned.json
deleted file mode 100644
index c7288c460..000000000
--- a/clickhouse-parquet/results/c6a.4xlarge.partitioned.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse (Parquet, partitioned)",
-    "date": "2023-09-01",
-    "machine": "c6a.4xlarge, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
-
-    "load_time": 0,
-    "data_size": 14737666736,
-
-    "result": [
-[0.033, 0.042, 0.031],
-[0.127, 0.104, 0.073],
-[0.368, 0.146, 0.131],
-[1.094, 0.132, 0.130],
-[1.264, 0.441, 0.439],
-[1.070, 0.651, 0.618],
-[0.125, 0.111, 0.110],
-[0.122, 0.089, 0.080],
-[0.937, 0.589, 0.585],
-[1.558, 0.702, 0.692],
-[0.771, 0.311, 0.318],
-[0.994, 0.345, 0.328],
-[1.286, 0.760, 0.752],
-[2.628, 1.026, 1.019],
-[1.299, 0.891, 0.893],
-[0.756, 0.613, 0.614],
-[3.099, 1.935, 1.941],
-[2.399, 1.206, 1.203],
-[6.018, 4.231, 4.220],
-[0.256, 0.132, 0.107],
-[10.236, 1.693, 1.763],
-[11.338, 2.156, 2.159],
-[22.178, 5.051, 5.063],
-[56.387, 17.017, 17.051],
-[2.802, 0.454, 0.467],
-[0.933, 0.344, 0.327],
-[2.945, 0.456, 0.424],
-[9.856, 1.971, 1.982],
-[9.751, 9.425, 9.424],
-[1.298, 1.306, 1.288],
-[2.781, 0.686, 0.693],
-[6.547, 1.141, 1.116],
-[7.078, 4.471, 4.375],
-[10.905, 4.451, 4.421],
-[10.964, 4.434, 4.427],
-[1.111, 1.031, 1.043],
-[0.247, 0.149, 0.151],
-[0.137, 0.094, 0.101],
-[0.169, 0.092, 0.101],
-[0.339, 0.258, 0.254],
-[0.134, 0.069, 0.082],
-[0.080, 0.068, 0.077],
-[0.079, 0.065, 0.062]
-    ]
-}
diff --git a/clickhouse-parquet/results/c6a.4xlarge.single.23.11.json b/clickhouse-parquet/results/c6a.4xlarge.single.23.11.json
new file mode 100644
index 000000000..5fe768e02
--- /dev/null
+++ b/clickhouse-parquet/results/c6a.4xlarge.single.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (Parquet, single)",
+    "date": "2023-12-09",
+    "machine": "c6a.4xlarge, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
+
+    "load_time": 0,
+    "data_size": 14779976446,
+
+    "result": [
+[0.110, 0.052, 0.052],
+[0.256, 0.208, 0.210],
+[0.330, 0.228, 0.205],
+[0.466, 0.240, 0.235],
+[0.949, 0.574, 0.576],
+[0.981, 0.806, 0.779],
+[0.242, 0.201, 0.194],
+[0.247, 0.190, 0.205],
+[0.897, 0.796, 0.778],
+[1.433, 0.913, 0.899],
+[0.609, 0.400, 0.385],
+[0.772, 0.426, 0.417],
+[1.090, 0.973, 0.968],
+[2.516, 1.314, 1.328],
+[1.214, 1.157, 1.121],
+[0.921, 0.803, 0.799],
+[3.163, 2.437, 2.365],
+[2.309, 1.509, 1.550],
+[6.440, 5.217, 4.906],
+[0.418, 0.221, 0.193],
+[10.371, 2.079, 1.948],
+[11.860, 2.486, 2.486],
+[23.171, 5.718, 5.569],
+[59.208, 19.658, 19.701],
+[2.573, 0.599, 0.574],
+[0.756, 0.426, 0.401],
+[2.539, 0.592, 0.568],
+[9.638, 2.410, 2.324],
+[9.638, 9.375, 9.321],
+[1.698, 1.599, 1.650],
+[2.436, 0.817, 0.777],
+[6.073, 1.396, 1.380],
+[7.185, 5.166, 5.181],
+[10.978, 5.021, 5.473],
+[11.016, 5.428, 5.225],
+[1.359, 1.321, 1.276],
+[0.231, 0.137, 0.140],
+[0.211, 0.115, 0.112],
+[0.251, 0.127, 0.109],
+[0.383, 0.193, 0.194],
+[0.206, 0.090, 0.090],
+[0.181, 0.083, 0.084],
+[0.174, 0.084, 0.080]
+    ]
+}
diff --git a/clickhouse-parquet/results/c6a.4xlarge.single.json b/clickhouse-parquet/results/c6a.4xlarge.single.json
deleted file mode 100644
index 4885e91b3..000000000
--- a/clickhouse-parquet/results/c6a.4xlarge.single.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse (Parquet, single)",
-    "date": "2023-09-01",
-    "machine": "c6a.4xlarge, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
-
-    "load_time": 0,
-    "data_size": 14779976446,
-
-    "result": [
-[0.100, 0.053, 0.052],
-[0.228, 0.205, 0.202],
-[0.272, 0.204, 0.203],
-[0.385, 0.231, 0.229],
-[0.924, 0.535, 0.520],
-[0.880, 0.769, 0.755],
-[0.228, 0.196, 0.193],
-[0.248, 0.207, 0.210],
-[0.794, 0.701, 0.715],
-[1.319, 0.819, 0.788],
-[0.611, 0.377, 0.386],
-[0.702, 0.422, 0.422],
-[1.011, 0.878, 0.881],
-[2.354, 1.183, 1.153],
-[1.130, 1.008, 0.991],
-[0.754, 0.698, 0.666],
-[2.891, 2.118, 2.131],
-[2.154, 1.399, 1.373],
-[5.762, 4.453, 4.365],
-[0.349, 0.219, 0.210],
-[9.930, 1.798, 1.822],
-[11.350, 2.180, 2.184],
-[22.261, 5.045, 4.926],
-[56.815, 16.303, 15.993],
-[2.620, 0.585, 0.530],
-[0.808, 0.423, 0.423],
-[2.611, 0.582, 0.552],
-[9.790, 1.997, 1.927],
-[9.455, 9.065, 9.017],
-[1.464, 1.369, 1.391],
-[2.477, 0.727, 0.719],
-[6.131, 1.180, 1.166],
-[6.762, 4.486, 4.452],
-[10.905, 4.466, 4.384],
-[11.088, 4.435, 4.379],
-[1.212, 1.100, 1.104],
-[0.267, 0.139, 0.143],
-[0.171, 0.121, 0.116],
-[0.196, 0.128, 0.127],
-[0.325, 0.192, 0.190],
-[0.130, 0.089, 0.094],
-[0.108, 0.089, 0.084],
-[0.129, 0.084, 0.084]
-    ]
-}
diff --git a/clickhouse-parquet/results/c6a.metal.partitioned.23.11.json b/clickhouse-parquet/results/c6a.metal.partitioned.23.11.json
new file mode 100644
index 000000000..b2dae1aed
--- /dev/null
+++ b/clickhouse-parquet/results/c6a.metal.partitioned.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (Parquet, partitioned)",
+    "date": "2023-12-09",
+    "machine": "c6a.metal, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
+
+    "load_time": 0,
+    "data_size": 14737666736,
+
+    "result": [
+[0.097, 0.057, 0.059],
+[0.181, 0.124, 0.130],
+[0.379, 0.148, 0.138],
+[1.132, 0.173, 0.196],
+[1.144, 0.431, 0.513],
+[1.100, 0.450, 0.519],
+[0.159, 0.150, 0.168],
+[0.162, 0.147, 0.170],
+[1.035, 0.557, 0.554],
+[1.626, 0.496, 0.536],
+[0.813, 0.274, 0.217],
+[1.164, 0.269, 0.249],
+[1.278, 0.526, 0.484],
+[2.548, 0.555, 0.568],
+[1.126, 0.446, 0.436],
+[0.759, 0.325, 0.474],
+[2.756, 0.831, 0.851],
+[2.482, 0.658, 0.770],
+[4.837, 1.666, 1.696],
+[0.282, 0.101, 0.122],
+[10.407, 0.693, 0.620],
+[11.655, 0.727, 0.931],
+[22.473, 1.490, 1.665],
+[57.104, 5.525, 6.263],
+[2.851, 0.262, 0.334],
+[1.106, 0.232, 0.294],
+[3.169, 0.396, 0.329],
+[9.930, 0.760, 0.760],
+[8.879, 2.491, 2.219],
+[0.598, 0.577, 0.635],
+[2.779, 0.442, 0.417],
+[6.558, 0.614, 0.706],
+[5.513, 1.709, 1.615],
+[10.185, 1.757, 1.689],
+[10.417, 1.588, 1.871],
+[0.602, 0.577, 0.505],
+[0.220, 0.172, 0.201],
+[0.183, 0.130, 0.131],
+[0.223, 0.169, 0.155],
+[0.404, 0.279, 0.321],
+[0.184, 0.117, 0.088],
+[0.149, 0.102, 0.131],
+[0.153, 0.121, 0.112]
+    ]
+}
diff --git a/clickhouse-parquet/results/c6a.metal.partitioned.json b/clickhouse-parquet/results/c6a.metal.partitioned.json
deleted file mode 100644
index 306016456..000000000
--- a/clickhouse-parquet/results/c6a.metal.partitioned.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse (Parquet, partitioned)",
-    "date": "2023-09-01",
-    "machine": "c6a.metal, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
-
-    "load_time": 0,
-    "data_size": 14737666736,
-
-    "result": [
-[0.122, 0.101, 0.108],
-[0.144, 0.130, 0.140],
-[0.309, 0.207, 0.183],
-[1.010, 0.212, 0.187],
-[1.156, 0.433, 0.345],
-[1.162, 0.474, 0.468],
-[0.172, 0.184, 0.154],
-[0.153, 0.137, 0.131],
-[1.049, 0.557, 0.469],
-[1.660, 0.531, 0.578],
-[0.847, 0.258, 0.282],
-[1.143, 0.281, 0.289],
-[1.288, 0.515, 0.485],
-[2.576, 0.562, 0.579],
-[1.214, 0.570, 0.529],
-[0.690, 0.434, 0.401],
-[2.758, 0.871, 0.803],
-[2.598, 0.691, 0.741],
-[4.918, 1.693, 1.594],
-[0.290, 0.165, 0.158],
-[10.372, 0.626, 0.595],
-[11.779, 0.840, 0.793],
-[22.453, 1.705, 1.358],
-[57.223, 5.525, 5.151],
-[2.881, 0.319, 0.293],
-[1.101, 0.241, 0.298],
-[3.186, 0.310, 0.338],
-[10.180, 0.774, 0.714],
-[8.806, 2.291, 2.319],
-[0.793, 0.576, 0.806],
-[2.855, 0.438, 0.454],
-[6.529, 0.598, 0.587],
-[5.535, 1.687, 1.852],
-[10.397, 1.626, 1.744],
-[10.388, 1.614, 1.705],
-[0.520, 0.593, 0.545],
-[0.231, 0.178, 0.207],
-[0.189, 0.117, 0.179],
-[0.168, 0.172, 0.160],
-[0.391, 0.304, 0.284],
-[0.182, 0.150, 0.123],
-[0.140, 0.113, 0.130],
-[0.133, 0.130, 0.125]
-    ]
-}
diff --git a/clickhouse-parquet/results/c6a.metal.single.23.11.json b/clickhouse-parquet/results/c6a.metal.single.23.11.json
new file mode 100644
index 000000000..d3020632c
--- /dev/null
+++ b/clickhouse-parquet/results/c6a.metal.single.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (Parquet, single)",
+    "date": "2023-12-09",
+    "machine": "c6a.metal, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
+
+    "load_time": 0,
+    "data_size": 14737666736,
+
+    "result": [
+[0.107, 0.057, 0.059],
+[0.253, 0.188, 0.186],
+[0.272, 0.221, 0.212],
+[0.447, 0.218, 0.208],
+[1.023, 0.458, 0.451],
+[0.997, 0.450, 0.465],
+[0.198, 0.186, 0.179],
+[0.234, 0.219, 0.220],
+[0.911, 0.613, 0.592],
+[1.467, 0.608, 0.591],
+[0.679, 0.406, 0.400],
+[0.776, 0.370, 0.340],
+[0.988, 0.532, 0.563],
+[2.294, 0.630, 0.684],
+[1.017, 0.545, 0.559],
+[0.561, 0.446, 0.462],
+[2.419, 0.859, 0.827],
+[2.307, 0.774, 0.782],
+[4.406, 1.641, 1.641],
+[0.337, 0.219, 0.220],
+[10.185, 0.878, 0.793],
+[11.629, 1.084, 0.911],
+[22.647, 1.540, 1.423],
+[57.867, 5.183, 4.928],
+[2.693, 0.382, 0.378],
+[0.878, 0.300, 0.334],
+[2.780, 0.375, 0.356],
+[10.003, 0.774, 0.702],
+[8.375, 1.480, 1.454],
+[0.799, 0.750, 0.514],
+[2.523, 0.465, 0.430],
+[6.089, 0.659, 0.629],
+[5.093, 1.653, 1.645],
+[10.251, 1.478, 1.439],
+[10.233, 1.450, 1.509],
+[0.758, 0.639, 0.590],
+[0.268, 0.224, 0.239],
+[0.400, 0.154, 0.135],
+[0.251, 0.141, 0.138],
+[0.393, 0.235, 0.239],
+[0.197, 0.106, 0.104],
+[0.185, 0.101, 0.098],
+[0.180, 0.094, 0.092]
+    ]
+}
diff --git a/clickhouse-parquet/results/c6a.metal.single.json b/clickhouse-parquet/results/c6a.metal.single.json
deleted file mode 100644
index 54dadab6b..000000000
--- a/clickhouse-parquet/results/c6a.metal.single.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse (Parquet, single)",
-    "date": "2023-09-01",
-    "machine": "c6a.metal, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "embedded", "stateless", "ClickHouse derivative"],
-
-    "load_time": 0,
-    "data_size": 14737666736,
-
-    "result": [
-[0.129, 0.059, 0.060],
-[0.217, 0.199, 0.192],
-[0.268, 0.243, 0.340],
-[0.451, 0.237, 0.251],
-[0.918, 0.448, 0.436],
-[0.994, 0.478, 0.447],
-[0.226, 0.201, 0.195],
-[0.254, 0.242, 0.243],
-[0.915, 0.576, 0.576],
-[1.433, 0.587, 0.621],
-[0.711, 0.454, 0.403],
-[0.802, 0.369, 0.379],
-[0.984, 0.562, 0.526],
-[2.359, 0.618, 0.604],
-[1.077, 0.528, 0.523],
-[0.549, 0.464, 0.514],
-[2.457, 0.831, 0.868],
-[2.334, 0.829, 0.724],
-[4.502, 1.588, 1.608],
-[0.331, 0.243, 0.253],
-[10.218, 0.736, 0.699],
-[11.692, 1.050, 0.839],
-[22.713, 1.567, 1.627],
-[57.945, 5.061, 4.701],
-[2.733, 0.401, 0.382],
-[0.906, 0.316, 0.291],
-[2.843, 0.399, 0.373],
-[10.111, 0.688, 0.695],
-[8.424, 1.512, 1.516],
-[0.807, 0.805, 0.815],
-[2.550, 0.454, 0.446],
-[6.148, 0.602, 0.627],
-[4.980, 1.642, 1.649],
-[10.361, 1.502, 1.471],
-[10.328, 1.461, 1.444],
-[0.686, 0.636, 0.641],
-[0.309, 0.227, 0.216],
-[0.184, 0.136, 0.137],
-[0.193, 0.139, 0.143],
-[0.343, 0.254, 0.224],
-[0.158, 0.107, 0.101],
-[0.134, 0.103, 0.098],
-[0.130, 0.095, 0.095]
-    ]
-}
diff --git a/clickhouse-web/results/c5n.4xlarge.23.11.json b/clickhouse-web/results/c5n.4xlarge.23.11.json
new file mode 100644
index 000000000..8201b5fea
--- /dev/null
+++ b/clickhouse-web/results/c5n.4xlarge.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (web)",
+    "date": "2023-12-09",
+    "machine": "c5n.4xlarge, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "serverless", "stateless"],
+
+    "load_time": 0.330,
+    "data_size": 14557009492,
+
+    "result": [
+[0.003, 0.001, 0.001],
+[0.203, 0.016, 0.013],
+[0.302, 0.034, 0.033],
+[0.349, 0.050, 0.058],
+[0.501, 0.338, 0.334],
+[1.030, 0.539, 0.538],
+[0.227, 0.021, 0.023],
+[0.179, 0.018, 0.017],
+[0.928, 0.603, 0.552],
+[0.983, 0.676, 0.648],
+[0.614, 0.229, 0.225],
+[0.629, 0.261, 0.259],
+[0.968, 0.583, 0.552],
+[1.510, 0.826, 0.797],
+[1.492, 0.688, 0.679],
+[0.694, 0.442, 0.419],
+[2.381, 1.738, 1.701],
+[1.596, 1.129, 1.066],
+[4.453, 3.198, 3.244],
+[0.561, 0.033, 0.028],
+[5.150, 0.885, 0.884],
+[5.542, 1.057, 1.108],
+[6.608, 1.277, 1.262],
+[20.360, 3.716, 3.613],
+[1.195, 0.314, 0.293],
+[0.612, 0.221, 0.216],
+[1.162, 0.307, 0.280],
+[5.723, 0.938, 0.917],
+[13.303, 12.332, 12.224],
+[1.317, 1.239, 1.240],
+[1.241, 0.524, 0.524],
+[2.075, 0.657, 0.664],
+[3.853, 2.890, 2.892],
+[6.318, 2.754, 2.719],
+[6.527, 2.823, 2.712],
+[1.102, 0.969, 0.947],
+[0.263, 0.055, 0.045],
+[0.185, 0.026, 0.023],
+[0.206, 0.026, 0.025],
+[0.281, 0.076, 0.078],
+[0.225, 0.017, 0.013],
+[0.297, 0.013, 0.015],
+[0.213, 0.014, 0.012]
+    ]
+}
diff --git a/clickhouse-web/results/c5n.4xlarge.json b/clickhouse-web/results/c5n.4xlarge.json
deleted file mode 100644
index 0b92dee8a..000000000
--- a/clickhouse-web/results/c5n.4xlarge.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse (web)",
-    "date": "2023-09-01",
-    "machine": "c5n.4xlarge, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "ClickHouse derivative", "serverless", "stateless"],
-
-    "load_time": 0.330,
-    "data_size": 14557009492,
-
-    "result": [
-[0.003, 0.002, 0.002],
-[0.723, 0.012, 0.010],
-[1.157, 0.032, 0.029],
-[1.479, 0.046, 0.043],
-[0.926, 0.321, 0.323],
-[2.747, 0.548, 0.553],
-[0.251, 0.019, 0.018],
-[0.096, 0.019, 0.016],
-[1.461, 0.564, 0.572],
-[1.111, 0.616, 0.600],
-[1.107, 0.222, 0.217],
-[0.941, 0.252, 0.238],
-[1.527, 0.580, 0.588],
-[1.583, 0.832, 0.838],
-[1.855, 0.733, 0.683],
-[0.895, 0.404, 0.397],
-[2.682, 1.597, 1.590],
-[1.796, 1.004, 1.026],
-[4.569, 3.061, 3.133],
-[0.648, 0.029, 0.029],
-[3.691, 0.793, 0.758],
-[4.088, 0.923, 0.928],
-[5.969, 1.173, 1.158],
-[16.028, 3.130, 3.082],
-[1.281, 0.294, 0.287],
-[0.920, 0.237, 0.214],
-[1.223, 0.296, 0.289],
-[3.675, 0.826, 0.838],
-[13.169, 11.735, 11.817],
-[1.332, 1.225, 1.246],
-[1.841, 0.528, 0.518],
-[3.059, 0.744, 0.711],
-[3.953, 2.726, 2.893],
-[4.984, 2.735, 2.685],
-[5.345, 2.706, 2.706],
-[1.773, 0.958, 0.944],
-[0.361, 0.082, 0.068],
-[0.250, 0.035, 0.033],
-[0.491, 0.030, 0.037],
-[0.460, 0.138, 0.131],
-[0.320, 0.016, 0.016],
-[0.273, 0.018, 0.017],
-[0.223, 0.013, 0.013]
-    ]
-}
diff --git a/clickhouse-web/results/c6a.metal.23.11.json b/clickhouse-web/results/c6a.metal.23.11.json
new file mode 100644
index 000000000..2c77be887
--- /dev/null
+++ b/clickhouse-web/results/c6a.metal.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11 (web)",
+    "date": "2023-12-09",
+    "machine": "c6a.metal, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "serverless", "stateless"],
+
+    "load_time": 0.330,
+    "data_size": 14557009492,
+
+    "result": [
+[0.055, 0.003, 0.003],
+[0.342, 0.015, 0.014],
+[0.543, 0.024, 0.022],
+[0.653, 0.028, 0.027],
+[0.405, 0.193, 0.197],
+[0.997, 0.248, 0.198],
+[0.395, 0.019, 0.017],
+[0.182, 0.026, 0.030],
+[0.759, 0.287, 0.260],
+[0.635, 0.289, 0.284],
+[0.589, 0.108, 0.109],
+[0.623, 0.102, 0.100],
+[0.512, 0.183, 0.198],
+[0.623, 0.263, 0.247],
+[0.692, 0.212, 0.210],
+[0.311, 0.147, 0.122],
+[0.642, 0.367, 0.362],
+[0.553, 0.281, 0.297],
+[1.322, 0.649, 0.642],
+[0.481, 0.023, 0.028],
+[2.618, 0.340, 0.203],
+[1.622, 0.248, 0.262],
+[2.118, 0.337, 0.338],
+[10.063, 1.157, 1.095],
+[0.464, 0.099, 0.090],
+[0.325, 0.082, 0.062],
+[0.439, 0.080, 0.094],
+[1.306, 0.369, 0.392],
+[1.769, 1.204, 1.198],
+[0.454, 0.418, 0.419],
+[0.535, 0.152, 0.159],
+[0.731, 0.240, 0.229],
+[1.356, 0.844, 0.775],
+[1.806, 0.800, 0.791],
+[1.772, 0.807, 0.761],
+[0.323, 0.188, 0.186],
+[0.169, 0.041, 0.042],
+[0.168, 0.029, 0.028],
+[0.193, 0.030, 0.031],
+[0.219, 0.071, 0.077],
+[0.228, 0.023, 0.024],
+[0.238, 0.024, 0.025],
+[0.226, 0.030, 0.024]
+    ]
+}
diff --git a/clickhouse-web/results/c6a.metal.json b/clickhouse-web/results/c6a.metal.json
deleted file mode 100644
index 7c462d99e..000000000
--- a/clickhouse-web/results/c6a.metal.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse (web)",
-    "date": "2023-09-01",
-    "machine": "c6a.metal, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "ClickHouse derivative", "serverless", "stateless"],
-
-    "load_time": 0.330,
-    "data_size": 14557009492,
-
-    "result": [
-[0.097, 0.003, 0.003],
-[0.074, 0.012, 0.012],
-[0.175, 0.022, 0.022],
-[0.236, 0.022, 0.022],
-[0.290, 0.204, 0.184],
-[0.821, 0.200, 0.193],
-[0.085, 0.015, 0.017],
-[0.085, 0.026, 0.025],
-[0.424, 0.251, 0.248],
-[0.480, 0.264, 0.274],
-[0.363, 0.098, 0.098],
-[0.290, 0.086, 0.090],
-[0.665, 0.189, 0.186],
-[0.601, 0.251, 0.245],
-[0.753, 0.225, 0.227],
-[0.241, 0.116, 0.115],
-[0.733, 0.356, 0.349],
-[0.942, 0.268, 0.254],
-[1.379, 0.633, 0.626],
-[0.454, 0.019, 0.021],
-[4.154, 0.259, 0.236],
-[2.204, 0.196, 0.183],
-[3.137, 0.330, 0.294],
-[10.038, 1.126, 1.108],
-[0.666, 0.127, 0.086],
-[0.534, 0.078, 0.078],
-[1.267, 0.148, 0.124],
-[1.435, 0.330, 0.311],
-[2.385, 1.394, 1.381],
-[0.435, 0.403, 0.400],
-[0.787, 0.149, 0.140],
-[1.259, 0.224, 0.213],
-[1.435, 0.794, 0.788],
-[2.148, 0.786, 0.652],
-[2.029, 0.677, 0.655],
-[0.348, 0.170, 0.168],
-[0.514, 0.053, 0.066],
-[0.238, 0.036, 0.038],
-[0.381, 0.036, 0.037],
-[0.426, 0.127, 0.127],
-[0.291, 0.029, 0.026],
-[0.248, 0.025, 0.029],
-[0.283, 0.014, 0.017]
-    ]
-}
diff --git a/clickhouse/results/c6a.4xlarge.23.11.json b/clickhouse/results/c6a.4xlarge.23.11.json
new file mode 100644
index 000000000..0a12fda19
--- /dev/null
+++ b/clickhouse/results/c6a.4xlarge.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11",
+    "date": "2023-12-09",
+    "machine": "c6a.4xlarge, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative"],
+
+    "load_time": 494.972,
+    "data_size": 14472284030,
+
+    "result": [
+[0.009, 0.001, 0.002],
+[0.024, 0.008, 0.008],
+[0.099, 0.022, 0.023],
+[0.815, 0.033, 0.030],
+[0.952, 0.340, 0.341],
+[0.905, 0.452, 0.452],
+[0.025, 0.020, 0.019],
+[0.049, 0.013, 0.012],
+[0.794, 0.491, 0.487],
+[0.663, 0.544, 0.541],
+[0.215, 0.138, 0.135],
+[0.261, 0.157, 0.151],
+[1.229, 0.562, 0.554],
+[1.452, 0.774, 0.766],
+[0.816, 0.661, 0.625],
+[0.571, 0.493, 0.494],
+[2.185, 1.654, 1.650],
+[1.257, 0.942, 0.907],
+[4.519, 3.239, 3.285],
+[0.101, 0.037, 0.019],
+[9.342, 0.583, 0.571],
+[11.022, 0.668, 0.653],
+[13.640, 9.649, 1.007],
+[34.719, 2.358, 2.347],
+[1.837, 0.167, 0.162],
+[0.842, 0.141, 0.132],
+[2.422, 0.161, 0.156],
+[9.242, 0.622, 0.608],
+[9.066, 8.839, 8.789],
+[2.360, 2.349, 2.351],
+[1.394, 0.420, 0.424],
+[4.517, 0.616, 0.609],
+[5.116, 3.623, 3.760],
+[9.892, 3.022, 2.990],
+[9.856, 3.028, 2.979],
+[1.023, 0.889, 0.841],
+[0.052, 0.043, 0.048],
+[0.026, 0.020, 0.018],
+[0.040, 0.016, 0.015],
+[0.123, 0.064, 0.063],
+[0.026, 0.012, 0.012],
+[0.013, 0.013, 0.018],
+[0.020, 0.012, 0.007]
+    ]
+}
diff --git a/clickhouse/results/c6a.4xlarge.json b/clickhouse/results/c6a.4xlarge.json
deleted file mode 100644
index f61c5c8f1..000000000
--- a/clickhouse/results/c6a.4xlarge.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse",
-    "date": "2023-09-01",
-    "machine": "c6a.4xlarge, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "ClickHouse derivative"],
-
-    "load_time": 470.639,
-    "data_size": 14472294250,
-
-    "result": [
-[0.005, 0.002, 0.001],
-[0.052, 0.007, 0.007],
-[0.052, 0.019, 0.019],
-[0.435, 0.029, 0.026],
-[0.914, 0.356, 0.350],
-[0.831, 0.456, 0.449],
-[0.022, 0.022, 0.019],
-[0.049, 0.013, 0.012],
-[0.602, 0.497, 0.489],
-[0.906, 0.546, 0.533],
-[0.200, 0.128, 0.133],
-[0.639, 0.150, 0.151],
-[1.368, 0.585, 0.575],
-[1.722, 0.804, 0.806],
-[1.115, 0.656, 0.641],
-[0.570, 0.530, 0.510],
-[2.388, 1.719, 1.674],
-[2.113, 0.941, 0.921],
-[5.165, 3.430, 3.407],
-[0.348, 0.027, 0.018],
-[9.892, 0.576, 0.556],
-[10.577, 0.670, 0.653],
-[12.949, 1.087, 1.072],
-[37.277, 2.460, 2.428],
-[2.050, 0.174, 0.173],
-[1.132, 0.147, 0.147],
-[2.604, 0.166, 0.165],
-[9.524, 0.652, 0.637],
-[9.399, 8.993, 8.931],
-[2.462, 2.451, 2.456],
-[1.754, 0.462, 0.452],
-[4.614, 0.623, 0.635],
-[5.449, 3.831, 4.013],
-[11.139, 3.306, 3.284],
-[11.103, 3.330, 3.308],
-[1.054, 0.972, 0.989],
-[0.093, 0.055, 0.065],
-[0.037, 0.025, 0.026],
-[0.044, 0.022, 0.021],
-[0.160, 0.114, 0.104],
-[0.036, 0.015, 0.014],
-[0.022, 0.012, 0.010],
-[0.017, 0.012, 0.010]
-    ]
-}
diff --git a/clickhouse/results/c6a.metal.23.11.json b/clickhouse/results/c6a.metal.23.11.json
new file mode 100644
index 000000000..6ecb63bc0
--- /dev/null
+++ b/clickhouse/results/c6a.metal.23.11.json
@@ -0,0 +1,58 @@
+{
+    "system": "ClickHouse 23.11",
+    "date": "2023-12-09",
+    "machine": "c6a.metal, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative"],
+
+    "load_time": 131.621,
+    "data_size": 14466117416,
+
+    "result": [
+[0.061, 0.003, 0.003],
+[0.017, 0.012, 0.013],
+[0.048, 0.024, 0.019],
+[0.715, 0.020, 0.021],
+[0.881, 0.214, 0.199],
+[1.093, 0.186, 0.175],
+[0.020, 0.017, 0.017],
+[0.040, 0.025, 0.024],
+[0.871, 0.272, 0.263],
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+[0.382, 0.087, 0.086],
+[0.737, 0.104, 0.094],
+[1.250, 0.171, 0.161],
+[1.908, 0.214, 0.186],
+[1.238, 0.166, 0.163],
+[0.502, 0.129, 0.119],
+[2.055, 0.362, 0.343],
+[1.585, 0.246, 0.241],
+[3.666, 0.702, 0.609],
+[0.090, 0.013, 0.011],
+[9.268, 0.145, 0.125],
+[10.928, 0.181, 0.165],
+[13.055, 0.218, 0.216],
+[36.628, 0.645, 0.590],
+[2.024, 0.057, 0.045],
+[1.326, 0.043, 0.041],
+[2.709, 0.050, 0.050],
+[9.634, 0.249, 0.267],
+[8.049, 1.193, 1.221],
+[0.414, 0.414, 0.409],
+[1.430, 0.107, 0.109],
+[5.364, 0.156, 0.136],
+[4.380, 1.011, 0.754],
+[9.125, 0.721, 0.665],
+[9.107, 0.702, 0.707],
+[0.223, 0.211, 0.169],
+[0.058, 0.036, 0.039],
+[0.026, 0.028, 0.023],
+[0.040, 0.022, 0.023],
+[0.088, 0.057, 0.060],
+[0.035, 0.018, 0.019],
+[0.024, 0.022, 0.017],
+[0.018, 0.015, 0.020]
+    ]
+}
diff --git a/clickhouse/results/c6a.metal.json b/clickhouse/results/c6a.metal.json
deleted file mode 100644
index 441380ab9..000000000
--- a/clickhouse/results/c6a.metal.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "ClickHouse",
-    "date": "2023-09-01",
-    "machine": "c6a.metal, 500gb gp2",
-    "cluster_size": 1,
-    "comment": "",
-
-    "tags": ["C++", "column-oriented", "ClickHouse derivative"],
-
-    "load_time": 137.872,
-    "data_size": 14467272630,
-
-    "result": [
-[0.030, 0.003, 0.003],
-[0.055, 0.012, 0.013],
-[0.048, 0.020, 0.020],
-[0.586, 0.022, 0.024],
-[0.843, 0.213, 0.199],
-[1.016, 0.180, 0.175],
-[0.024, 0.018, 0.018],
-[0.045, 0.026, 0.026],
-[0.743, 0.260, 0.252],
-[1.015, 0.271, 0.269],
-[0.383, 0.090, 0.093],
-[0.699, 0.103, 0.101],
-[1.208, 0.181, 0.154],
-[1.866, 0.216, 0.190],
-[1.193, 0.194, 0.175],
-[0.507, 0.128, 0.124],
-[2.004, 0.379, 0.355],
-[1.574, 0.255, 0.243],
-[3.505, 0.657, 0.608],
-[0.080, 0.011, 0.012],
-[9.202, 0.140, 0.123],
-[10.663, 0.158, 0.147],
-[12.847, 0.236, 0.206],
-[35.704, 0.570, 0.541],
-[1.806, 0.062, 0.047],
-[1.243, 0.044, 0.040],
-[2.699, 0.060, 0.050],
-[9.516, 0.282, 0.278],
-[7.811, 1.260, 1.249],
-[0.420, 0.409, 0.400],
-[1.443, 0.113, 0.110],
-[5.026, 0.183, 0.153],
-[4.271, 1.126, 0.728],
-[9.322, 0.801, 0.714],
-[9.090, 0.737, 0.676],
-[0.226, 0.187, 0.184],
-[0.088, 0.060, 0.064],
-[0.046, 0.032, 0.034],
-[0.055, 0.025, 0.028],
-[0.189, 0.148, 0.128],
-[0.040, 0.033, 0.017],
-[0.028, 0.018, 0.019],
-[0.024, 0.017, 0.023]
-    ]
-}