diff --git a/index.html b/index.html
index b087e5d2c..90b9b7bd0 100644
--- a/index.html
+++ b/index.html
@@ -348,24 +348,24 @@
,{"system":"chDB","date":"2023-12-03","machine":"c6a.4xlarge, 500gb gp2","cluster_size":1,"comment":"","tags":["C++","column-oriented","ClickHouse derivative","embedded","stateless","serverless"],"load_time":637,"data_size":14737670832,"result":[[0.14022313399982522,0.07355542799996329,0.07344153099984396],[0.3531703529997685,0.07925550599975395,0.07806606800022564],[0.26351363100002345,0.09193721700012247,0.1917902549998871],[0.38363148100006583,0.10103324399960911,0.09784656199963138],[0.9900537669996083,0.5613570460000119,0.5433893519998492],[1.2167202540003927,0.7107847610000135,0.663691573000051],[0.2699314280002909,0.2127854670002307,0.09261755900024582],[0.267586774999927,0.08097015600014856,0.1945969809999042],[1.232095701000162,0.7143670550003662,0.7134953560002941],[1.5054283530002976,0.7469580990000395,0.7727119840001251],[0.7220912419998058,0.23418598399985058,0.22906905100035146],[0.7720030830000724,0.2630191090001972,0.2604900350002026],[1.5689540900002612,0.7868708519999927,0.8063358419999531],[2.3660360549997677,1.2540504009998585,1.192564518999916],[1.9073773019999862,0.9206097809997118,0.9538239580001573],[1.1452982619998693,0.6703060720001304,0.6640104650000467],[3.2011426869999013,2.391980210999918,2.273702514999968],[2.4969228180002574,1.4384517379999124,1.3977177189999566],[6.500014078999811,4.478574523000134,4.411389963000147],[0.4156887280000774,0.08146456199983731,0.07878659600009996],[10.376145662999988,0.695910000999902,0.7210108459998992],[11.976330335000057,0.953245059999972,0.8184917880003013],[13.305014652999944,1.2751543530002891,1.2672313510001914],[36.8242805750001,3.0744901809998737,3.0243863149999015],[2.475535126000068,0.2707847709998532,0.2684428269999444],[0.949858046999907,0.2340432820001297,0.22373586100002285],[2.516790250000213,0.26695283199978803,0.25893610200000694],[10.64464905199975,0.8958689270002651,0.8061138169996411],[13.404723361999913,11.371307846000036,11.63507005700012],[2.7593700480001644,2.7037539289999586,2.7058590489996277],[2.3854017950002344,0.6277965969998149,0.654272507999849],[5.341114754000046,0.9585087829996155,0.8893770189997667],[7.1543934960000115,5.363972212000135,5.548733007999999],[12.195872321000024,4.450395718999971,4.3755110330002935],[12.317952603999856,4.24272665799981,4.316219603999798],[1.7115063109999937,1.2473451579999164,1.326466134000384],[0.2809372130000156,0.23459212699981435,0.11978739599999244],[0.4466324979998717,0.09181159999980082,0.09241002299995671],[0.3804757940001764,0.08911344600028315,0.08342132999996466],[0.307677596999838,0.16184386700024334,0.1668336709999494],[0.3277544040001885,0.0886090859999058,0.08678907300009087],[0.28715330100021674,0.07937189900030717,0.0784708450000835],[0.204657553999823,0.07808052500013218,0.07627645000002303]],"source":"chdb/results/c6a.4xlarge.json"}
,{"system":"chDB","date":"2023-12-03","machine":"c6a.metal, 500gb gp2","cluster_size":1,"comment":"","tags":["C++","column-oriented","ClickHouse derivative","embedded","stateless","serverless"],"load_time":584,"data_size":14737670832,"result":[[0.1398201020000016,0.06791341200000289,0.07391149699999744],[0.2597099600000021,0.2069418270000014,0.08758834399999671],[0.47551589900000124,0.09728062599999987,0.09487701800000536],[0.4691224370000029,0.1740481620000054,0.10000902900000597],[2.0630773329999954,1.7024521199999896,1.6643195909999946],[2.3481535089999994,1.6481386580000077,1.7530449890000028],[0.357762754999996,0.09266164299999957,0.09053794000000437],[0.4038841520000034,0.10313489499999662,0.10715072499999678],[1.0590748890000015,0.47724499000000264,0.45966836799999555],[1.1300884690000004,0.48051896699999475,0.46993974000000094],[0.775603744999998,0.19686701099999482,0.1892493929999972],[0.6906902610000003,0.21718392299999323,0.21430437200000085],[1.3169523250000026,0.4156535830000081,0.3755140890000064],[2.036119763000002,0.5071473900000001,0.5511740860000032],[1.383330911999991,0.3799174090000008,0.3751193639999997],[1.019473775999998,0.3739846369999924,0.35971603200000857],[2.4504302189999976,0.877971260999999,0.7683858299999997],[2.3557413229999895,0.8719610389999986,0.683793068],[4.092770959999996,1.7129616520000184,1.297148031000006],[0.35451071500000353,0.09219286999999099,0.08560756100001754],[9.639714029000004,0.3707775869999921,0.23417643499999485],[11.064303246999998,0.324648658000001,0.4172894439999766],[13.232740172999996,0.4640560629999868,0.3877608140000177],[35.72404554799999,1.0838868939999884,0.9306462309999972],[2.364133627000001,0.154316730000005,0.14268514899998763],[0.9073242750000077,0.14350597200001403,0.14364811400000121],[2.3429148049999924,0.272847009000003,0.14734456700000464],[9.656295885999981,0.6313464649999787,0.49251017000000274],[8.370034843999974,1.9595999350000284,1.734505702999968],[0.904578416999982,0.7361198660000241,0.6462295329999961],[2.0744172760000197,0.29773619299999154,0.3026944260000164],[4.899459804999992,0.4551924770000255,0.4221328589999871],[4.543115612000008,2.2998050609999723,2.2794130400000086],[10.537130942999966,1.4773695650000036,1.4047146670000075],[10.415939505999972,1.4964427190000151,1.516837157999987],[1.1674407470000006,0.5462833650000221,0.5045760180000229],[0.4713924260000226,0.1254563469999539,0.1255517769999983],[0.24476967099997182,0.2168840989999694,0.09768120500001487],[0.3363335870000128,0.08840301899999758,0.09693554400001858],[0.30560961300000145,0.2762818190000189,0.15135863000000427],[0.2204463159999932,0.09077218100003392,0.08913131299999577],[0.31145180899994784,0.0834306520000041,0.08373748599996134],[0.30414350099999865,0.08266997800001263,0.08533381199998757]],"source":"chdb/results/c6a.metal.json"}
,{"system":"Citus","date":"2022-07-01","machine":"c6a.4xlarge, 500gb gp2","cluster_size":1,"comment":"","tags":["C","PostgreSQL compatible","column-oriented"],"load_time":1579,"data_size":18980918899,"result":[[7.58503,6.70447,6.52499],[6.33941,5.06063,5.00238],[11.7488,9.86417,9.93223],[12.6306,9.36305,9.17061],[40.6101,39.0803,38.1187],[117.654,113.912,113.441],[10.3404,8.08936,7.70732],[6.31542,4.72821,4.72989],[82.5425,77.2124,76.9219],[91.1776,83.4492,82.4727],[14.5474,10.0815,10.3873],[15.4899,11.2922,11.1877],[19.9794,15.5002,17.4492],[76.9216,72.5172,72.7915],[21.5446,17.5691,18.561],[56.9438,54.6387,53.5745],[75.0977,69.7842,70.0259],[31.3299,27.0267,26.3216],[129.417,122.956,121.182],[3.73386,2.14148,2.12737],[34.6021,27.9727,28.6878],[37.152,29.6193,29.2966],[52.2157,37.8589,37.6994],[181.955,149.08,148.471],[15.4687,11.3138,10.3856],[10.2779,8.46868,8.8324],[14.4687,10.4076,11.4263],[47.009,40.2969,39.6888],[749.946,742.979,744.461],[69.4383,67.5636,67.2128],[27.0317,21.4008,20.9524],[36.6675,25.6347,26.4408],[140.424,130.546,129.738],[106.959,92.033,90.1609],[110.98,94.4787,96.2656],[64.4474,60.1853,60.6816],[6.17549,6.25376,5.87004],[1.99153,1.81776,1.80596],[1.00141,0.800271,0.801975],[7.91778,7.70928,8.33299],[0.929845,0.642076,0.638478],[0.866536,0.683567,0.680218],[0.937823,0.784747,0.765929]],"source":"citus/results/c6a.4xlarge.json"}
-,{"system":"ClickHouse Cloud (aws)","date":"2024-11-01","machine":"192GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":275.386,"data_size":9947344351,"result":[[0.002,0.002,0.002],[0.015,1.368,0.844],[0.355,0.036,0.114],[0.718,0.062,0.055],[0.242,0.921,0.234],[0.898,0.461,0.447],[0.019,0.206,0.235],[0.017,0.017,0.017],[0.617,0.531,0.394],[0.454,0.492,0.697],[0.296,0.182,0.177],[0.32,0.193,0.192],[0.435,0.512,0.421],[0.677,0.642,0.761],[0.701,0.603,0.579],[0.281,0.295,0.264],[1.126,1.246,1.239],[0.796,0.886,0.89],[2.535,2.734,2.658],[0.026,0.019,0.035],[3.19,0.645,0.644],[0.736,0.729,1.017],[5.079,2.04,1.017],[9.41,2.194,2.578],[0.416,0.255,0.233],[0.177,0.162,0.159],[0.244,0.23,0.224],[0.786,0.629,0.703],[6.087,6.073,6.444],[0.318,0.043,0.044],[1.119,0.466,0.445],[0.867,1.76,0.616],[2.137,1.556,1.341],[1.887,1.781,2.158],[2.085,1.883,1.826],[0.237,0.258,0.252],[0.037,0.039,0.039],[0.027,0.133,0.022],[0.025,0.027,0.025],[0.062,0.07,0.688],[0.418,0.019,0.016],[0.014,0.176,0.014],[0.012,0.013,0.012]],"source":"clickhouse-cloud/results/aws.192GB.json"}
-,{"system":"ClickHouse Cloud (aws)","date":"2024-11-01","machine":"24GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":938.162,"data_size":9950202530,"result":[[0.002,0.002,0.002],[0.035,0.026,2.314],[0.236,0.842,0.214],[3.047,1.746,0.632],[2.232,1.631,1.975],[3.285,2.645,2.652],[0.081,0.137,0.138],[0.212,0.127,0.055],[1.785,2.684,1.965],[2.826,2.792,2.809],[1.172,0.996,0.986],[0.983,1.379,1.222],[2.51,4.26,4.083],[4.219,4.921,3.944],[4.064,4.417,3.52],[2.037,1.831,1.823],[9.463,9.22,9.358],[7.132,6.703,6.737],[26.955,31.101,33.075],[0.11,0.087,0.089],[5.083,4.858,34.107],[7.32,7.256,26.32],[7.524,7.865,7.287],[109.336,24.546,104.023],[1.446,1.442,1.381],[1.31,0.93,0.932],[1.427,1.831,1.388],[4.678,5.136,4.712],[48.724,76.571,48.492],[0.213,0.163,0.162],[2.733,3.442,2.492],[3.789,4.538,3.415],[45.389,27.401,27.179],[23.6,29.954,23.028],[23.152,23.076,22.965],[1.374,1.874,1.319],[0.178,0.129,0.174],[0.06,0.059,0.051],[0.07,0.076,0.075],[0.276,0.287,0.335],[0.029,0.034,0.026],[0.025,0.021,0.02],[0.022,0.022,0.026]],"source":"clickhouse-cloud/results/aws.24GB.json"}
-,{"system":"ClickHouse Cloud (aws)","date":"2024-11-01","machine":"360GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":356.126,"data_size":9948082577,"result":[[0.003,0.003,0.003],[0.019,0.018,2.178],[0.516,0.029,1.373],[1.785,0.779,0.038],[0.261,0.216,0.215],[0.675,0.407,0.369],[0.025,0.02,0.019],[0.021,0.021,0.016],[0.402,0.674,0.317],[0.587,0.356,0.386],[0.344,0.319,0.142],[0.288,0.25,0.15],[0.446,0.445,0.429],[0.593,0.61,0.446],[0.785,0.403,0.401],[0.236,0.238,0.326],[0.768,0.812,1.167],[0.626,0.544,0.649],[2.137,1.937,1.795],[0.02,0.016,0.049],[0.587,2.31,1.115],[0.625,0.431,0.425],[0.919,2.718,0.896],[6.598,3.843,1.33],[0.218,0.18,0.216],[0.163,0.275,0.184],[0.198,0.234,0.174],[0.588,0.398,0.672],[3.421,3.358,3.431],[0.185,0.037,0.101],[0.411,0.305,0.295],[1.171,0.411,0.666],[2.032,2.308,1.939],[2.793,1.663,1.625],[1.198,1.209,1.21],[0.261,0.333,0.198],[0.176,0.053,0.038],[0.029,0.404,0.346],[0.033,0.143,0.025],[0.083,0.537,0.086],[0.198,0.112,0.02],[0.018,0.244,0.016],[0.015,0.182,0.012]],"source":"clickhouse-cloud/results/aws.360GB.json"}
-,{"system":"ClickHouse Cloud (aws)","date":"2024-11-01","machine":"48GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":437.047,"data_size":9947579897,"result":[[0.002,0.002,0.002],[0.025,0.024,2.225],[1.559,0.081,0.448],[1.671,0.15,0.19],[1.262,0.674,1.249],[1.854,1.392,1],[0.137,0.036,0.037],[0.031,0.03,0.03],[1.156,1.311,0.819],[1.896,1.205,1.841],[0.455,0.346,0.424],[0.59,0.428,0.523],[2.481,2.211,1.075],[1.583,1.517,1.759],[1.537,1.318,2.633],[0.827,0.756,0.765],[6.165,3.587,3.534],[2.52,2.512,3.7],[8.339,7.561,6.809],[0.043,0.043,0.043],[3.475,3.522,12.961],[5.548,2.046,2.049],[16.395,2.933,2.907],[36.216,28.112,6.472],[0.958,0.962,0.967],[0.657,0.625,0.384],[0.568,0.564,0.557],[3.359,1.893,1.833],[19.222,25.734,31.784],[0.631,0.107,0.259],[2.534,1.757,1.082],[4.62,1.354,2.211],[22.2,22.049,10.6],[7.669,12.346,7.502],[7.593,7.365,5.433],[0.661,0.922,0.714],[0.304,0.171,0.118],[0.398,0.063,0.183],[0.075,0.151,0.077],[0.299,0.339,0.282],[0.036,0.286,0.03],[0.134,0.031,0.024],[0.026,0.184,0.023]],"source":"clickhouse-cloud/results/aws.48GB.json"}
-,{"system":"ClickHouse Cloud (aws)","date":"2024-11-01","machine":"720GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":245.551,"data_size":9943988353,"result":[[0.004,0.003,0.005],[0.022,1.096,0.024],[0.038,1.069,0.218],[0.774,0.492,0.042],[0.219,0.22,0.231],[0.895,0.273,0.283],[0.023,0.235,0.021],[0.025,0.074,0.054],[0.807,0.477,0.462],[0.605,0.453,0.497],[0.674,0.187,0.181],[0.379,0.326,0.156],[0.595,0.277,0.285],[0.465,0.389,0.399],[0.417,0.451,0.462],[0.222,0.216,0.201],[0.747,0.654,0.761],[0.597,0.53,0.509],[1.275,1.553,1.543],[0.138,0.017,0.14],[0.352,1.852,1.525],[0.458,0.421,0.371],[1.776,0.628,0.6],[1.516,1.44,1.39],[0.204,0.166,0.193],[0.132,0.124,0.158],[0.199,0.167,0.156],[0.602,0.393,0.448],[3.399,3.291,4.702],[0.239,0.055,0.112],[0.339,0.348,1.066],[1.215,0.758,0.389],[1.608,1.836,1.832],[1.199,1.073,1.3],[1.209,1.109,1.096],[0.155,0.149,0.203],[0.05,0.051,0.049],[0.178,0.031,0.034],[0.21,0.035,0.157],[0.091,0.316,0.206],[0.367,0.023,0.027],[0.255,0.023,0.024],[0.132,0.017,0.017]],"source":"clickhouse-cloud/results/aws.720GB.json"}
-,{"system":"ClickHouse Cloud (aws)","date":"2024-11-01","machine":"96GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":361.078,"data_size":9950953492,"result":[[0.002,0.002,0.002],[2.744,0.788,0.015],[0.554,0.057,0.077],[1.439,1.102,0.131],[0.681,0.468,0.668],[1.067,1.036,0.944],[0.028,0.266,0.025],[0.022,0.022,0.027],[0.793,0.767,0.808],[0.933,0.904,0.935],[0.324,0.336,0.335],[0.401,0.421,0.293],[0.722,0.673,0.685],[1.663,1.102,1.622],[1.321,1.098,1.052],[0.627,0.498,0.617],[2.366,3.427,2.323],[1.559,2.169,1.531],[5.069,6.143,3.968],[0.031,0.03,0.037],[7.956,1.207,3.091],[2.161,1.279,1.272],[9.779,3.099,1.851],[21.384,4.045,6.728],[0.57,0.407,1.05],[0.272,0.274,0.412],[0.389,0.397,0.396],[1.828,1.169,1.157],[11.98,14.578,11.796],[0.085,0.064,0.083],[1.136,1.601,1.159],[1.494,3.473,1.367],[3.839,3.82,2.786],[3.422,3.212,3.331],[3.338,3.485,3.334],[0.368,0.554,0.385],[0.045,0.263,0.067],[0.041,0.027,0.03],[0.037,0.028,0.132],[0.087,0.083,0.121],[0.018,0.021,0.016],[0.017,0.242,0.013],[0.015,0.012,0.013]],"source":"clickhouse-cloud/results/aws.96GB.json"}
-,,{"system":"ClickHouse Cloud (azure)","date":"2024-11-01","machine":"192GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":440.062,"data_size":9944651608,"result":[[0.003,0.003,0.002],[0.909,0.012,0.013],[1.104,0.036,0.032],[2.411,0.048,0.052],[2.429,0.229,0.608],[0.487,3.13,0.403],[2.043,0.013,0.07],[0.047,0.268,0.02],[0.637,0.555,0.604],[0.467,0.789,0.507],[0.302,0.212,0.197],[1.228,0.254,0.247],[0.428,1.054,0.475],[0.591,0.566,0.639],[0.775,0.538,0.785],[0.307,0.444,0.406],[1.097,1.028,1.695],[0.727,0.994,0.746],[2.781,3.781,2.449],[0.019,0.018,0.021],[8.982,0.621,2.029],[0.869,0.662,0.695],[6.924,0.937,1.043],[3.388,9.601,2.706],[0.22,0.199,0.205],[0.169,0.2,0.171],[0.208,0.255,0.224],[0.644,0.589,0.784],[5.466,5.593,5.385],[0.038,0.042,0.035],[0.41,0.455,0.607],[0.83,0.734,0.626],[2.853,2.78,2.43],[1.926,1.753,1.641],[2.555,1.946,2.526],[0.352,0.262,0.277],[0.037,0.037,0.055],[0.029,0.022,0.023],[0.029,0.031,0.025],[0.094,0.099,0.065],[0.017,0.019,0.013],[0.013,0.013,0.013],[0.015,0.014,0.01]],"source":"clickhouse-cloud/results/azure.192GB.json"}
-,{"system":"ClickHouse Cloud (azure)","date":"2024-11-01","machine":"24GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":1370.449,"data_size":9949446897,"result":[[0.004,0.003,0.003],[0.031,0.358,0.03],[0.332,0.492,0.256],[4.255,0.563,0.517],[1.853,2.838,4.199],[5.775,4.021,3.187],[0.12,0.049,0.06],[0.047,0.143,0.052],[3.352,2.576,1.98],[3.458,3.534,3.392],[0.738,0.71,0.74],[0.874,1.146,1.258],[7.864,3.533,4.95],[4.274,7.407,7.205],[5.231,6.737,9.238],[4.32,3.757,4.076],[10.332,13.388,12.61],[8.94,11.647,11.173],[49.408,24.999,30.478],[0.072,0.099,0.098],[4.459,4.064,6.398],[4.451,4.489,5.329],[7.801,9.707,6.938],[19.563,17.288,28.632],[1.489,1.818,1.387],[1.073,1.21,1.204],[1.416,1.372,1.8],[4.861,6.359,5.358],[41.764,47.672,41.739],[0.193,0.159,0.148],[2.398,2.626,4.454],[4.284,3.76,3.258],[28.018,25.636,27.933],[40.519,38.554,37.639],[21.439,25.41,24.23],[1.368,1.31,1.226],[0.15,0.124,0.145],[0.058,0.078,0.048],[0.099,0.051,0.05],[0.296,0.275,0.247],[0.034,0.031,0.025],[0.019,0.033,0.018],[0.016,0.024,0.026]],"source":"clickhouse-cloud/results/azure.24GB.json"}
-,{"system":"ClickHouse Cloud (azure)","date":"2024-11-01","machine":"360GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":828.747,"data_size":9945056354,"result":[[0.005,0.005,0.005],[1.069,0.015,0.014],[0.026,0.268,0.025],[0.033,3.354,2.444],[0.216,0.19,0.191],[1.023,0.251,0.261],[0.013,0.012,0.049],[0.015,0.014,0.014],[0.666,0.389,0.373],[0.404,0.745,0.417],[0.137,0.227,0.202],[0.141,0.135,0.278],[6.782,0.321,0.289],[0.821,0.418,0.757],[0.361,0.617,0.334],[0.278,0.21,0.397],[0.828,0.866,0.751],[0.896,0.693,0.521],[2.723,5.809,1.622],[0.251,0.018,0.018],[10.773,0.409,1.849],[0.463,0.446,0.47],[1.255,0.887,0.683],[1.61,23.153,1.555],[0.146,0.191,0.147],[0.116,0.122,0.109],[0.156,0.141,0.164],[0.451,0.594,0.537],[3.865,3.899,6.285],[0.048,0.036,0.032],[0.307,0.466,0.29],[0.697,0.403,0.423],[3.03,2.031,1.783],[1.287,1.897,1.356],[1.809,1.346,1.355],[0.351,0.218,0.166],[0.061,0.061,0.039],[0.024,0.035,0.024],[0.026,0.041,0.027],[0.068,0.106,0.117],[0.013,0.015,0.014],[0.02,0.015,0.022],[0.01,0.01,0.01]],"source":"clickhouse-cloud/results/azure.360GB.json"}
-,{"system":"ClickHouse Cloud (azure)","date":"2024-11-01","machine":"48GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":387.051,"data_size":9943719021,"result":[[0.003,0.004,0.003],[4.145,1.048,0.11],[0.463,0.109,1.148],[0.153,2.181,0.138],[0.745,1.666,4.91],[3.93,1.242,1.266],[0.293,0.024,0.025],[0.019,0.034,0.024],[2.144,2.11,1.789],[2.161,1.22,1.821],[0.374,0.388,0.373],[2.464,0.687,10.111],[3.382,1.392,1.268],[2.014,4.764,4.327],[1.79,1.717,4.028],[1.045,2.35,2.211],[9.696,9.235,8.978],[5.82,3.04,5.521],[16.899,14.019,13.485],[0.041,0.044,0.037],[2.428,2.16,2.127],[16.105,2.681,2.548],[4.05,3.912,3.949],[10.097,21.92,7.012],[0.643,0.755,0.675],[0.516,0.412,0.442],[0.559,0.756,0.774],[2.521,2.574,2.335],[22.481,21.026,32.073],[0.093,0.081,0.082],[7.624,1.199,1.214],[2.012,10.366,17.787],[13.721,12.939,13.517],[37.817,14.428,6.31],[6.295,6.364,5.804],[0.864,1.314,0.74],[0.167,0.193,0.178],[0.287,0.048,0.05],[0.085,0.068,0.058],[0.238,0.348,0.266],[0.041,0.286,0.031],[0.032,0.027,0.022],[0.027,0.017,0.016]],"source":"clickhouse-cloud/results/azure.48GB.json"}
-,{"system":"ClickHouse Cloud (azure)","date":"2024-11-01","machine":"96GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":800.508,"data_size":9946987667,"result":[[0.002,0.003,0.002],[0.123,0.015,0.019],[0.059,0.051,0.251],[2.6,0.085,0.077],[0.624,1.026,0.645],[1.031,3.718,0.775],[0.049,0.051,0.019],[0.067,0.021,0.017],[2.404,0.638,0.663],[1.159,0.926,0.945],[0.265,0.35,0.222],[0.294,0.383,0.342],[0.742,1.779,0.785],[2.116,1.159,1.757],[1.302,3.748,1.564],[0.748,1.295,0.938],[2.856,4.246,2.724],[2.397,1.754,1.746],[7.363,7.531,7.045],[0.03,0.045,0.029],[1.176,3.53,1.398],[19.742,1.331,1.245],[9.121,1.936,2.076],[4.647,4.651,4.388],[0.446,0.374,0.391],[0.312,0.302,0.305],[0.45,0.379,0.389],[1.29,1.285,1.204],[17.488,11.852,14.153],[0.061,0.324,0.062],[0.79,0.764,0.817],[1.054,0.909,0.863],[6.298,4.216,8.689],[3.78,3.96,4.731],[3.738,4.754,3.87],[0.589,0.481,0.481],[0.062,0.062,0.079],[0.03,0.042,0.034],[0.038,0.041,0.037],[0.122,0.146,0.142],[0.017,0.027,0.025],[0.013,0.019,0.013],[0.013,0.012,0.011]],"source":"clickhouse-cloud/results/azure.96GB.json"}
-,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-01","machine":"192GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":266.955,"data_size":9946439710,"result":[[0.003,0.005,0.002],[0.015,1.62,0.936],[0.037,0.546,0.033],[0.068,1.121,0.811],[0.31,0.353,0.317],[0.921,0.603,0.702],[0.154,0.1,0.016],[0.121,0.021,0.093],[0.567,0.833,0.562],[0.692,0.782,0.587],[0.332,0.263,0.173],[0.312,0.185,0.214],[0.7,0.713,0.641],[1.056,1.682,0.966],[1.016,1.092,0.926],[0.402,0.361,0.369],[1.289,1.245,1.426],[0.959,0.958,0.872],[3.368,3.474,2.746],[0.023,0.02,0.029],[2.764,0.659,0.652],[0.704,0.718,0.72],[0.997,2.861,3.777],[2.502,7.463,5.691],[0.326,0.315,0.316],[0.249,0.253,0.248],[0.318,0.318,0.311],[0.758,0.698,0.672],[6.132,6.293,6.74],[0.041,0.042,0.04],[0.682,0.75,0.631],[0.891,0.941,0.919],[2.757,1.937,2.671],[2.355,2.457,2.365],[2.515,2.548,2.433],[0.314,0.321,0.279],[0.05,0.066,0.054],[0.032,0.037,0.03],[0.033,0.05,0.059],[0.085,0.089,0.074],[0.019,0.02,0.023],[0.017,0.024,0.018],[0.015,0.015,0.015]],"source":"clickhouse-cloud/results/gcp.192GB.json"}
-,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-01","machine":"24GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":1164.882,"data_size":9946973751,"result":[[0.003,0.002,0.002],[1.806,1.078,0.026],[1.093,0.246,0.603],[0.486,2.083,1.498],[3.238,1.855,2.768],[3.779,4.797,4.976],[0.172,0.041,0.055],[0.042,0.062,0.033],[2.756,2.337,4.393],[4.353,3.066,2.991],[0.651,0.674,0.922],[0.915,1.068,1.026],[4.287,2.944,3.734],[5.278,6.211,4.987],[5.087,4.422,4.669],[3.014,2.781,2.401],[13.16,12.092,12.88],[8.644,7.219,9.224],[38.687,37.435,35.943],[0.071,0.078,0.077],[19.961,4.917,20.62],[5.065,4.865,5.091],[24.133,7.391,23.546],[19.156,22.261,64.607],[1.947,1.467,1.475],[1.077,1.005,1.113],[1.555,1.426,1.585],[4.872,5.198,5.312],[62.305,56.637,46.744],[0.157,0.149,0.192],[4.021,2.803,2.929],[5.474,4.126,4.366],[40.474,32.85,46.087],[30.926,27.975,29.581],[28.87,33.152,27.921],[1.854,1.827,1.887],[0.21,0.164,0.184],[0.218,0.061,0.073],[0.179,0.068,0.058],[0.336,0.492,0.333],[0.536,0.038,0.042],[0.22,0.028,0.029],[0.025,0.022,0.026]],"source":"clickhouse-cloud/results/gcp.24GB.json"}
-,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-01","machine":"360GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":237.408,"data_size":9944455807,"result":[[0.003,0.004,0.003],[1.638,0.854,0.019],[0.037,0.036,0.533],[0.059,0.048,0.05],[1.697,0.265,1.196],[0.892,0.433,0.351],[0.025,0.287,0.018],[0.145,0.021,0.022],[0.497,0.581,0.472],[0.766,0.526,0.556],[0.188,0.172,0.304],[0.478,0.294,0.159],[0.706,0.485,0.45],[0.644,0.612,0.551],[0.78,0.614,0.402],[0.355,0.374,0.23],[1.277,1.044,1.037],[0.564,0.626,0.529],[2.229,1.59,1.695],[0.028,0.018,0.017],[1.648,0.41,1.359],[0.435,0.851,0.435],[1.697,1.271,0.625],[1.713,4.719,1.546],[0.192,0.224,0.332],[0.167,0.188,0.174],[0.215,0.224,0.162],[0.478,0.506,0.413],[3.736,4.022,4.237],[0.039,0.041,0.321],[0.736,0.571,0.562],[1.142,0.678,0.764],[2.486,2.418,2.505],[1.679,1.544,1.768],[1.683,1.6,1.542],[0.244,0.311,0.179],[0.051,0.204,0.057],[0.037,0.032,0.032],[0.034,0.163,0.043],[0.088,0.365,0.086],[0.028,0.261,0.026],[0.174,0.018,0.017],[0.015,0.015,0.014]],"source":"clickhouse-cloud/results/gcp.360GB.json"}
-,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-01","machine":"48GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":364.953,"data_size":9941481046,"result":[[0.002,0.002,0.002],[0.026,1.723,1.044],[0.08,0.576,0.085],[1.938,0.188,0.106],[1.838,0.707,1.136],[1.688,1.763,1.552],[0.496,0.03,0.026],[0.175,0.023,0.065],[1.186,1.215,1.447],[1.205,1.087,1.743],[0.5,0.314,0.314],[0.45,0.511,0.449],[1.589,1.435,1.592],[2.064,2.279,2.12],[1.848,1.617,1.933],[1.014,1.577,0.977],[5.896,4.606,4.451],[3.591,4.321,3.011],[9.529,10.794,10.076],[0.036,0.047,0.043],[7.798,5.346,1.84],[2.468,2.336,1.966],[9.189,2.85,3.638],[25.135,9.339,6.855],[0.702,0.581,0.568],[0.414,0.407,0.421],[0.719,0.6,0.679],[1.776,1.976,1.732],[24.682,19.587,19.971],[0.265,0.078,0.081],[1.635,1.242,1.294],[2.19,3.084,1.926],[16.245,16.103,13.02],[9.541,9.446,7.632],[7.764,12.186,7.138],[1.285,0.805,0.741],[0.147,0.311,0.454],[0.272,0.176,0.046],[0.187,0.153,0.053],[0.637,0.448,0.247],[0.385,0.028,0.025],[0.266,0.101,0.024],[0.026,0.201,0.017]],"source":"clickhouse-cloud/results/gcp.48GB.json"}
-,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-01","machine":"708GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":235.244,"data_size":9945151652,"result":[[0.007,0.004,0.005],[1.164,1.009,0.093],[0.544,0.031,0.139],[1.077,0.037,0.035],[0.285,0.832,0.194],[0.733,0.297,0.264],[0.186,0.022,0.021],[0.023,0.028,0.025],[0.633,0.54,0.392],[0.471,0.495,0.787],[0.345,0.142,0.144],[0.4,0.134,0.166],[0.468,0.443,0.299],[0.529,0.49,0.402],[0.527,0.327,0.445],[0.247,0.249,0.206],[0.791,0.68,0.879],[0.697,0.54,0.559],[1.946,2.265,1.862],[0.019,0.021,0.02],[0.314,0.301,1.297],[0.383,0.406,0.375],[1.515,0.946,0.569],[3.678,2.862,1.936],[0.167,0.36,0.142],[0.102,0.115,0.112],[0.13,0.127,0.136],[0.391,0.556,0.391],[3.493,3.457,3.435],[0.044,0.219,0.042],[0.311,0.369,0.298],[0.731,0.487,0.372],[1.873,1.965,1.608],[1.34,1.573,1.218],[1.581,1.334,1.53],[0.182,0.195,0.144],[0.046,0.053,0.046],[0.034,0.035,0.031],[0.037,0.037,0.034],[0.128,0.087,0.088],[0.038,0.026,0.019],[0.018,0.019,0.022],[0.014,0.015,0.015]],"source":"clickhouse-cloud/results/gcp.708GB.json"}
-,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-01","machine":"96GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":260.244,"data_size":9943933881,"result":[[0.004,0.003,0.002],[0.03,0.017,1.915],[1.398,0.082,0.08],[1.917,0.095,0.971],[0.661,0.75,0.568],[1.335,0.966,0.9],[0.374,0.029,0.02],[0.02,0.019,0.077],[0.811,0.892,0.731],[1.403,1.383,1],[0.39,0.382,0.292],[0.568,0.351,0.348],[1.195,1.083,1.292],[1.598,1.259,1.283],[1.168,1.268,1.163],[0.946,0.715,0.939],[2.646,3.377,3.607],[2.399,1.708,2.078],[5.298,5.739,5.323],[0.297,0.028,0.027],[5.751,3.27,1.374],[1.599,1.619,1.423],[2.048,6.258,2.104],[17.178,4.162,15.894],[0.356,0.371,0.431],[0.285,0.308,0.344],[0.36,0.351,0.375],[1.388,1.21,1.425],[14.474,11.749,13.565],[0.077,0.065,0.076],[0.963,0.85,0.982],[1.118,1.214,1.359],[7.048,5,6.198],[4.906,5.028,5.034],[4.271,4.132,4.957],[0.553,0.477,0.604],[0.07,0.062,0.08],[0.074,0.036,0.041],[0.028,0.041,0.047],[0.123,0.11,0.124],[0.031,0.021,0.02],[0.015,0.015,0.014],[0.017,0.012,0.016]],"source":"clickhouse-cloud/results/gcp.96GB.json"}
-,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-01","machine":"dev","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":573.884,"data_size":9945244494,"result":[[0.003,0.003,0.003],[0.031,0.017,0.017],[0.111,0.159,0.124],[0.167,0.163,0.188],[1.357,1.343,1.158],[1.916,2.071,1.865],[0.039,0.027,0.029],[0.023,0.022,0.025],[1.771,1.573,1.455],[1.814,1.89,1.899],[0.527,0.488,0.683],[0.418,0.627,0.715],[1.65,1.498,2.046],[3.305,3.004,3.078],[1.939,2.41,1.899],[1.471,1.185,1.312],[5.957,5.073,5.834],[3.937,3.363,4.222],[18.978,19.651,15.488],[0.058,0.049,0.046],[2.499,2.765,2.451],[2.532,2.372,2.663],[4.053,4.298,3.511],[12.423,10.906,10.032],[0.912,0.959,0.683],[0.492,0.547,0.507],[0.698,1,0.944],[3.015,3.388,2.943],[22.879,29.992,22.852],[0.112,0.096,0.098],[1.873,1.651,1.801],[2.372,1.888,1.894],[18.342,21.292,20.019],[17.04,17.168,17.451],[19.145,17.908,17.168],[1.221,0.98,0.874],[0.126,0.111,0.092],[0.043,0.05,0.055],[0.047,0.043,0.043],[0.244,0.187,0.262],[0.022,0.024,0.031],[0.018,0.023,0.018],[0.023,0.015,0.016]],"source":"clickhouse-cloud/results/gcp.dev.json"}
+,{"system":"ClickHouse Cloud (aws)","date":"2024-11-04","machine":"192GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":358.217,"data_size":9946566487,"result":[[0.002,0.002,0.002],[0.017,2.01,0.069],[0.748,0.045,0.83],[0.065,1.33,0.09],[0.325,0.226,0.344],[0.747,0.605,0.449],[0.125,0.019,0.02],[0.054,0.017,0.044],[0.688,0.378,0.529],[0.628,0.573,0.47],[0.223,0.218,0.269],[0.257,0.924,0.253],[0.454,0.752,0.537],[0.661,0.596,0.992],[0.743,0.503,0.78],[0.325,0.268,0.343],[1.684,1.092,1.084],[1.128,0.781,1.147],[2.822,2.455,2.055],[0.024,0.018,0.02],[4.081,0.652,1.053],[1.108,1.106,1.711],[4.513,2.207,0.992],[9.196,3.53,2.184],[0.29,0.237,0.233],[0.264,0.253,0.176],[0.238,0.329,0.245],[0.964,0.626,0.938],[10.296,10.232,6.066],[0.151,0.045,0.044],[0.751,0.443,0.664],[1.559,0.893,0.879],[1.925,2.407,2.299],[1.818,1.844,1.728],[1.827,1.843,2.768],[0.329,0.311,0.317],[0.049,0.039,0.051],[0.03,0.03,0.022],[0.023,0.024,0.14],[0.064,0.094,0.976],[0.026,0.021,0.023],[0.019,0.278,0.013],[0.011,0.012,0.012]],"source":"clickhouse-cloud/results/aws.192GB.json"}
+,{"system":"ClickHouse Cloud (aws)","date":"2024-11-04","machine":"24GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":906.497,"data_size":9948862978,"result":[[0.003,0.003,0.002],[2.762,0.052,1.403],[0.412,0.762,0.17],[3.003,0.328,0.702],[1.539,1.614,1.501],[3.26,2.693,3.805],[0.144,0.145,0.08],[0.452,0.041,0.042],[1.723,2.028,1.766],[4.202,2.043,2.25],[1.229,0.759,0.782],[1.126,1.007,0.996],[2.49,3.645,2.492],[3.86,5.249,5.675],[5.18,4.564,4.788],[2.612,2.038,1.929],[8.778,9.546,11.592],[6.878,6.367,6.52],[33.338,38.208,37.135],[0.118,0.091,0.1],[32.58,4.905,4.972],[5.082,25.807,5.151],[37.858,7.473,7.355],[87.145,17.803,17.878],[1.575,1.424,1.502],[0.997,1.518,0.91],[1.85,1.379,1.429],[6.779,4.824,4.968],[47.658,97.264,48.195],[0.23,0.171,0.221],[2.642,2.484,5.663],[3.527,3.096,3.165],[25.3,33.738,72.73],[24.609,21.965,21.76],[21.674,25.61,32.074],[1.537,2.089,1.937],[0.356,0.183,0.184],[0.626,0.074,0.059],[0.057,0.208,0.072],[0.261,0.243,0.52],[0.025,0.026,0.267],[0.193,0.025,0.025],[0.027,0.023,0.021]],"source":"clickhouse-cloud/results/aws.24GB.json"}
+,{"system":"ClickHouse Cloud (aws)","date":"2024-11-04","machine":"360GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":264.129,"data_size":9950573708,"result":[[0.002,0.002,0.003],[2.499,0.019,0.77],[0.564,0.328,0.034],[1.557,0.687,0.038],[0.213,0.174,0.24],[1.152,0.437,0.241],[0.016,0.261,0.017],[0.101,0.015,0.015],[0.312,0.76,0.462],[0.392,0.361,0.462],[0.311,0.28,0.126],[0.269,0.139,0.137],[0.389,0.268,0.302],[0.506,0.394,0.509],[0.331,0.32,0.415],[0.29,0.231,0.222],[0.743,0.781,1.009],[0.486,0.5,0.617],[2.091,1.741,1.754],[0.02,0.016,0.015],[2.659,0.441,0.576],[1.195,0.414,0.458],[3.062,1.408,0.581],[5.644,4.152,1.5],[0.285,0.163,0.159],[0.171,0.124,0.153],[0.214,0.209,0.158],[0.396,0.56,0.575],[5.321,3.473,5.283],[0.041,0.039,0.039],[0.295,0.287,0.295],[0.888,0.363,0.563],[1.282,2.156,1.162],[1.75,1.191,1.622],[1.24,1.191,1.188],[0.243,0.161,0.173],[0.049,0.037,0.053],[0.022,0.024,0.024],[0.034,0.025,0.033],[0.065,0.069,0.061],[0.019,0.017,0.023],[0.014,0.014,0.014],[0.012,0.012,0.016]],"source":"clickhouse-cloud/results/aws.360GB.json"}
+,{"system":"ClickHouse Cloud (aws)","date":"2024-11-04","machine":"48GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":308.688,"data_size":9943509900,"result":[[0.002,0.002,0.002],[1.139,0.015,0.038],[0.092,0.519,1.037],[1.014,0.137,0.734],[0.804,0.8,0.653],[1.32,1.452,1.296],[0.039,0.095,0.149],[0.047,0.023,0.023],[0.952,0.959,1.103],[0.994,1.203,0.915],[0.507,0.389,0.402],[0.623,0.515,0.449],[1.299,1.457,1.407],[1.528,2.034,1.826],[1.692,1.793,1.722],[0.887,1.006,0.777],[4.165,4.809,3.437],[2.246,2.816,2.615],[8.441,7.209,7.408],[0.04,0.041,0.04],[11.444,2.458,5.282],[2.086,2.037,2.599],[14.536,6.173,2.942],[33.118,6.27,17.011],[0.578,0.586,0.568],[0.378,0.445,0.381],[0.555,0.596,0.565],[2.268,2.214,1.794],[23.936,23.226,18.992],[0.087,0.089,0.091],[1.091,1.322,1.295],[1.755,1.343,1.683],[11.887,10.253,10.792],[6.004,15.177,6.008],[7.67,6.036,5.691],[0.687,0.58,1.264],[0.197,0.075,0.086],[0.25,0.039,0.112],[0.197,0.038,0.041],[0.275,0.263,0.156],[0.235,0.026,0.022],[0.017,0.181,0.016],[0.13,0.137,0.015]],"source":"clickhouse-cloud/results/aws.48GB.json"}
+,{"system":"ClickHouse Cloud (aws)","date":"2024-11-04","machine":"720GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":255.683,"data_size":9944364190,"result":[[0.004,0.004,0.004],[0.024,0.024,0.022],[0.033,0.034,1.035],[0.038,0.538,0.037],[0.236,0.743,0.192],[0.656,0.286,0.63],[0.186,0.022,0.073],[0.075,0.027,0.028],[0.462,0.456,0.938],[0.526,0.64,0.503],[0.329,0.291,0.187],[0.29,0.273,0.167],[0.304,0.311,0.287],[0.391,0.366,0.346],[0.402,0.796,0.308],[0.205,0.201,0.207],[0.672,0.621,0.683],[0.453,0.415,0.552],[1.417,1.38,1.224],[0.02,0.02,0.021],[1.781,0.883,0.346],[0.631,0.385,0.429],[1.7,0.857,0.562],[4.704,1.254,1.726],[0.166,0.204,0.16],[0.135,0.134,0.133],[0.148,0.154,0.164],[0.451,0.373,0.596],[3.366,3.354,2.923],[0.139,0.213,0.052],[0.483,0.352,0.281],[0.657,0.386,0.366],[1.834,1.821,1.572],[1.126,1.215,1.173],[1.009,1.119,1.127],[0.156,0.163,0.148],[0.053,0.054,0.051],[0.033,0.033,0.178],[0.042,0.04,0.042],[0.106,0.117,0.198],[0.029,0.027,0.357],[0.134,0.019,0.017],[0.016,0.015,0.015]],"source":"clickhouse-cloud/results/aws.720GB.json"}
+,{"system":"ClickHouse Cloud (aws)","date":"2024-11-04","machine":"96GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","aws"],"load_time":259.386,"data_size":9945836123,"result":[[0.002,0.002,0.003],[0.017,0.015,1.738],[1.305,0.054,0.388],[0.996,0.089,0.721],[0.462,0.489,0.537],[0.826,1.262,0.813],[0.172,0.025,0.023],[0.021,0.075,0.021],[0.707,0.57,0.709],[0.708,0.651,0.758],[0.34,0.249,0.312],[0.384,0.407,0.278],[0.768,0.688,0.655],[1.427,1.148,1.074],[1.241,1.017,1.018],[0.597,0.66,0.561],[2.943,2.246,2.603],[1.554,1.892,1.541],[6.07,4.587,5.05],[0.028,0.029,0.03],[6.22,1.181,1.176],[3.469,1.491,1.281],[9.215,3.845,1.84],[20.64,4.313,11.829],[0.359,0.359,0.417],[0.258,0.243,0.286],[0.4,0.387,0.374],[1.209,1.389,1.362],[12.309,13.622,11.897],[0.061,0.058,0.062],[0.693,0.657,0.773],[1.197,0.958,1.114],[5.507,3.346,4.373],[3.43,3.897,4.015],[3.347,4.213,3.836],[0.429,0.467,0.4],[0.053,0.049,0.049],[0.028,0.029,0.031],[0.028,0.028,0.026],[0.096,0.086,0.088],[0.022,0.017,0.018],[0.022,0.014,0.014],[0.012,0.013,0.013]],"source":"clickhouse-cloud/results/aws.96GB.json"}
+,,{"system":"ClickHouse Cloud (azure)","date":"2024-11-04","machine":"192GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":219.207,"data_size":9943461277,"result":[[0.003,0.004,0.002],[0.013,0.012,1.055],[0.276,2.818,0.079],[0.044,0.045,1.272],[0.277,0.389,5.825],[3.559,2.129,0.719],[0.017,0.162,2.136],[2.047,0.015,0.017],[0.771,0.63,0.635],[0.503,0.714,2.647],[0.171,0.175,0.167],[0.239,0.196,0.303],[1.524,1.347,0.602],[0.732,0.698,1.132],[0.976,0.919,2.6],[0.366,0.528,0.311],[1.904,8.878,1.39],[1.189,1.13,1.846],[2.877,5.271,4.281],[0.018,0.022,0.02],[0.617,14.539,3.16],[0.838,0.678,0.627],[2.144,1.005,5.907],[18.044,3.954,2.532],[0.283,0.276,0.286],[0.286,0.214,0.226],[0.347,0.287,0.266],[0.605,0.613,0.598],[5.506,5.411,7.539],[0.047,0.056,0.044],[0.719,0.497,0.513],[0.995,0.662,1.018],[2.259,3.037,2.813],[2.788,1.785,2.796],[2.639,2.63,2.077],[0.283,0.271,0.382],[0.045,0.061,0.057],[0.036,0.021,0.025],[0.028,0.028,0.039],[0.095,0.072,0.066],[0.014,0.016,0.016],[0.022,0.027,0.014],[0.012,0.011,0.018]],"source":"clickhouse-cloud/results/azure.192GB.json"}
+,{"system":"ClickHouse Cloud (azure)","date":"2024-11-04","machine":"24GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":1131.009,"data_size":9949446897,"result":[[0.003,0.004,0.003],[2.202,0.037,0.028],[2.286,0.257,0.324],[4.664,0.334,4.832],[2.319,1.928,2.134],[5.792,3.26,3.058],[0.057,0.056,0.049],[0.072,0.045,0.031],[3.577,2.742,2.115],[3.617,2.933,3.209],[0.76,0.786,0.783],[0.917,0.995,0.854],[2.696,2.985,3.085],[6.063,7.886,4.844],[5.002,4.533,3.977],[3.322,2.923,2.972],[12.7,13.273,11.881],[8.148,7.719,7.27],[32.303,31.987,33.245],[0.085,0.077,0.084],[5.553,4.704,4.478],[5.077,4.948,5.106],[7.197,7.416,7.94],[17.546,22.501,22.413],[1.648,1.524,1.516],[0.955,1.06,1.012],[1.531,1.488,1.415],[5.242,4.862,4.937],[46.737,42.944,46.583],[0.222,0.163,0.16],[2.782,3.593,2.45],[3.623,5.489,3.326],[38.547,29.987,37.103],[21.715,28.725,20.759],[20.632,20.927,29.015],[1.398,1.53,1.338],[0.18,0.117,0.183],[0.091,0.049,0.061],[0.066,0.057,0.066],[0.361,0.258,0.327],[0.028,0.034,0.038],[0.018,0.025,0.019],[0.024,0.017,0.022]],"source":"clickhouse-cloud/results/azure.24GB.json"}
+,{"system":"ClickHouse Cloud (azure)","date":"2024-11-04","machine":"360GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":378.117,"data_size":9946879835,"result":[[0.004,0.003,0.004],[2.219,0.02,0.013],[1.015,0.035,0.288],[3.164,0.289,2.408],[0.222,0.294,0.303],[4.515,0.361,0.324],[0.32,0.012,0.019],[0.02,0.021,0.042],[2.465,0.544,0.4],[0.631,0.605,0.62],[0.15,0.148,0.138],[0.219,0.213,0.204],[0.552,0.525,0.368],[0.465,0.734,0.485],[0.513,0.51,0.526],[0.303,0.233,0.222],[1.229,0.937,0.818],[0.579,0.531,2.291],[1.854,1.794,1.485],[0.015,0.015,0.015],[5.805,0.582,5.318],[0.508,0.481,0.685],[5.103,4.491,1.106],[2.17,12.404,2.153],[0.222,0.207,0.16],[0.177,0.441,0.143],[0.546,0.179,0.183],[7.001,0.683,0.67],[5.542,5.639,5.592],[0.175,0.043,0.035],[0.491,0.496,0.362],[0.676,0.62,0.578],[2.627,2.531,2.145],[2.073,1.977,1.404],[1.433,1.347,1.286],[0.219,0.204,0.177],[0.037,0.037,0.042],[0.041,0.035,0.023],[0.026,0.036,0.04],[0.107,0.07,0.079],[0.018,0.014,0.026],[0.014,0.017,0.019],[0.011,0.01,0.012]],"source":"clickhouse-cloud/results/azure.360GB.json"}
+,{"system":"ClickHouse Cloud (azure)","date":"2024-11-04","machine":"48GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":899.373,"data_size":9945345170,"result":[[0.002,0.003,0.005],[0.015,0.329,0.013],[0.127,0.128,0.103],[0.658,0.124,0.109],[1.217,1.04,0.977],[2.571,1.345,1.358],[0.081,0.023,0.023],[0.028,0.03,1.071],[1.305,1.014,0.953],[1.198,1.587,1.255],[0.379,0.382,0.405],[0.436,0.475,0.484],[1.554,1.99,2.106],[3.246,2.142,3.037],[1.773,1.558,2.545],[1.755,1.214,1.169],[4.412,7.406,4.893],[4.076,3.735,3.297],[14.945,8.147,7.192],[0.038,0.058,0.036],[2.221,2.127,1.912],[2.847,2.553,2.491],[3.13,2.914,4.041],[9.195,10.319,8.38],[5.845,0.613,0.589],[0.422,0.378,0.418],[0.529,0.545,2.764],[2.232,22.539,2.122],[18.89,29.348,20.031],[0.084,0.122,0.083],[2.254,1.156,2.345],[17.381,1.623,9.63],[15.241,25.049,12.97],[6.169,5.928,10.922],[6.088,5.901,5.984],[0.995,0.845,0.715],[0.116,0.119,0.125],[0.053,0.047,0.053],[0.052,0.055,0.085],[0.39,0.236,0.272],[0.03,0.026,0.026],[0.024,0.017,0.027],[0.026,0.015,0.015]],"source":"clickhouse-cloud/results/azure.48GB.json"}
+,{"system":"ClickHouse Cloud (azure)","date":"2024-11-04","machine":"96GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","azure"],"load_time":650.03,"data_size":9947200092,"result":[[0.003,0.002,0.002],[0.014,0.137,0.013],[0.055,0.125,0.981],[0.365,2.199,0.102],[0.725,0.642,2.49],[0.957,4.531,0.945],[0.056,0.023,0.02],[0.035,0.026,0.02],[0.8,0.845,0.803],[0.748,0.925,0.954],[0.31,0.298,0.254],[0.284,0.354,0.344],[0.615,1.034,0.886],[0.989,1.427,1.48],[1.347,1.223,1.203],[0.693,0.986,0.528],[2.276,3.567,3.088],[2.427,2.139,1.892],[5.534,7.405,5.236],[0.673,0.038,0.038],[1.185,7.991,20.693],[1.928,2.647,1.281],[2.054,11.383,6.889],[38.952,4.747,4.547],[0.402,0.322,0.308],[0.295,0.23,0.286],[0.403,0.346,0.31],[1.305,1.03,1.331],[14.268,10.128,14.289],[0.07,0.057,0.052],[0.659,0.752,0.627],[0.848,0.743,0.708],[7.161,5.365,3.426],[3.097,3.113,3.142],[5.165,3.126,3.76],[0.461,0.422,0.604],[0.064,0.081,0.078],[0.042,0.03,0.03],[0.033,0.029,0.033],[0.1,0.14,0.164],[0.025,0.016,0.017],[0.019,0.014,0.02],[0.011,0.017,0.016]],"source":"clickhouse-cloud/results/azure.96GB.json"}
+,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-04","machine":"192GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":228.667,"data_size":9944998642,"result":[[0.003,0.002,0.003],[1.907,0.016,0.015],[0.044,0.043,0.043],[1.68,1.079,0.051],[0.408,0.338,0.343],[0.667,0.455,0.598],[0.392,0.016,0.015],[0.959,0.03,0.023],[0.802,0.62,0.635],[1.025,0.677,0.721],[0.283,0.169,0.167],[0.189,0.306,0.347],[0.763,0.589,0.596],[0.839,0.864,0.862],[0.811,0.806,1.067],[0.343,0.304,0.295],[1.509,1.448,1.318],[0.857,0.958,1.008],[3.716,3.227,2.607],[0.043,0.215,0.022],[0.688,2.667,0.593],[1.856,0.724,0.765],[3.046,2.148,0.936],[2.534,2.636,7.535],[0.259,0.256,0.23],[0.197,0.182,0.206],[0.258,0.245,0.241],[0.815,0.737,0.65],[6.054,8.526,6.155],[0.052,0.042,0.19],[0.841,0.572,0.539],[1.46,0.851,0.898],[3.037,3.075,2.508],[2.825,2.655,2.468],[2.577,2.655,2.575],[0.351,0.341,0.298],[0.191,0.052,0.051],[0.055,0.03,0.031],[0.049,0.035,0.032],[0.108,0.084,0.256],[0.027,0.026,0.267],[0.018,0.018,0.199],[0.016,0.014,0.013]],"source":"clickhouse-cloud/results/gcp.192GB.json"}
+,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-04","machine":"24GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":1084.825,"data_size":9946973751,"result":[[0.003,0.003,0.003],[1.587,0.029,0.988],[0.254,1.112,0.189],[2.013,0.476,0.409],[2.077,2.208,2.146],[3.988,4.915,4.275],[0.167,0.058,0.082],[0.037,0.036,0.036],[2.727,3.597,2.269],[3.204,3.015,2.479],[0.863,0.807,0.65],[1.179,1.047,0.988],[3.755,2.933,3.769],[6.186,4.97,5.813],[4.52,4.903,4.46],[2.962,2.337,2.596],[11.151,12.58,12.367],[7.277,8.297,7.69],[30.384,30.745,40.963],[0.077,0.075,0.074],[4.787,19.307,20.855],[4.888,4.867,4.782],[22.058,7.047,7.189],[62.169,76.4,24.663],[1.57,1.394,1.521],[0.995,1.205,1.298],[1.345,1.821,1.355],[4.371,4.341,5.424],[48.377,47.768,47.778],[0.194,0.178,0.154],[3.035,3.011,2.882],[4.747,4.719,3.34],[48.15,43.123,35.099],[33.636,39.365,27.526],[34.62,25.561,26.585],[1.825,1.743,1.704],[0.212,0.162,0.171],[0.08,0.059,0.08],[0.071,0.064,0.056],[0.332,0.369,0.35],[0.036,0.036,0.041],[0.024,0.021,0.02],[0.02,0.018,0.028]],"source":"clickhouse-cloud/results/gcp.24GB.json"}
+,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-04","machine":"360GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":206.074,"data_size":9943970501,"result":[[0.004,0.004,0.003],[1.947,0.019,0.02],[0.564,0.038,0.034],[0.048,1.857,0.14],[1.108,0.32,0.244],[0.48,0.4,1.203],[0.362,0.021,0.019],[0.143,0.024,0.02],[0.501,0.689,0.609],[0.774,0.594,0.531],[0.183,0.322,0.175],[0.43,0.192,0.189],[0.511,0.514,0.489],[0.588,0.587,0.699],[0.714,0.501,0.85],[0.402,0.288,0.411],[1.132,0.78,1.147],[0.667,0.561,0.626],[2.646,1.967,2.045],[0.023,0.019,0.038],[1.939,0.965,0.426],[1.32,0.504,0.478],[1.821,1.237,0.645],[1.853,4.677,3.598],[0.276,0.205,0.213],[0.152,0.163,0.167],[0.207,0.204,0.204],[0.461,0.538,0.506],[4.385,4.234,4.009],[0.042,0.042,0.042],[0.503,0.469,0.522],[0.663,0.616,0.716],[2.902,2.012,2.451],[1.568,1.987,1.8],[1.664,1.566,1.777],[0.27,0.34,0.246],[0.053,0.047,0.049],[0.031,0.033,0.031],[0.039,0.036,0.053],[0.093,0.094,0.099],[0.024,0.023,0.029],[0.019,0.023,0.022],[0.016,0.016,0.013]],"source":"clickhouse-cloud/results/gcp.360GB.json"}
+,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-04","machine":"48GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":366.423,"data_size":9942008100,"result":[[0.003,0.002,0.002],[1.979,0.02,0.019],[0.54,0.08,0.157],[0.203,1.942,1.468],[1.092,0.86,0.73],[2.226,1.529,1.671],[0.027,0.343,0.027],[0.142,0.03,0.025],[1.432,1.258,1.117],[1.548,1.402,1.345],[0.417,0.489,0.326],[0.436,0.427,0.414],[1.64,1.755,1.398],[1.976,2.604,2.081],[1.985,1.737,1.82],[1.196,0.963,1.042],[5.974,5.019,3.884],[3.189,2.654,2.931],[11.319,10.401,8.99],[0.043,0.04,0.04],[7.645,1.941,2.12],[2.065,6.601,1.901],[8.511,3.486,3.646],[9.02,26.349,21.325],[0.653,0.754,0.592],[0.407,0.507,0.415],[0.563,0.684,0.705],[1.803,1.825,1.872],[19.498,19.411,19.097],[0.09,0.087,0.085],[1.426,1.273,1.306],[3.172,2.12,2.07],[17.03,15.67,13.522],[7.466,9.477,7.017],[7.559,7.466,12.13],[0.896,1.235,0.804],[0.313,0.121,0.123],[0.388,0.055,0.062],[0.238,0.131,0.067],[0.503,0.459,0.28],[0.315,0.032,0.028],[0.213,0.025,0.017],[0.198,0.135,0.018]],"source":"clickhouse-cloud/results/gcp.48GB.json"}
+,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-04","machine":"708GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":238.148,"data_size":9944483054,"result":[[0.004,0.004,0.004],[0.025,0.023,1.346],[0.034,0.956,0.391],[1.067,0.178,0.035],[0.24,0.223,0.184],[0.275,0.572,0.26],[0.292,0.589,0.021],[0.025,0.162,0.026],[0.604,0.44,0.399],[0.422,0.421,0.759],[0.368,0.288,0.15],[0.282,0.325,0.139],[0.302,0.762,0.363],[0.386,0.364,0.461],[0.512,0.306,0.346],[0.189,0.206,0.22],[0.695,0.829,0.692],[0.651,0.538,0.505],[1.866,1.1,1.95],[0.024,0.053,0.022],[1.041,1.009,0.325],[0.358,0.369,0.363],[0.571,0.53,1.242],[3.608,1.543,2.968],[0.318,0.137,0.129],[0.1,0.114,0.108],[0.141,0.137,0.123],[0.655,0.42,0.399],[3.428,3.226,3.292],[0.041,0.04,0.24],[0.43,0.287,0.312],[0.442,0.352,0.588],[1.984,1.886,1.868],[1.228,1.172,1.149],[1.548,1.224,1.133],[0.138,0.171,0.144],[0.062,0.05,0.061],[0.043,0.028,0.034],[0.034,0.034,0.041],[0.091,0.076,0.078],[0.021,0.024,0.02],[0.018,0.021,0.018],[0.015,0.015,0.015]],"source":"clickhouse-cloud/results/gcp.708GB.json"}
+,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-04","machine":"96GB","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":253.568,"data_size":9943671346,"result":[[0.003,0.003,0.003],[0.024,0.03,1.818],[1.349,0.067,0.062],[1.837,0.084,0.084],[0.566,0.49,0.76],[0.999,1.079,1.197],[1.129,0.227,0.019],[0.099,0.022,0.023],[0.987,0.902,0.61],[1.173,1.354,1.276],[0.396,0.325,0.333],[0.457,0.303,0.315],[1.036,0.751,0.964],[1.388,1.571,1.293],[1.393,1.335,1.065],[0.923,0.693,0.689],[2.709,3.255,3.183],[1.854,1.536,2.381],[5.716,6.454,5.897],[0.031,0.027,0.027],[5.08,3.305,1.16],[1.261,1.231,1.496],[5.606,1.758,1.761],[16.383,5.214,4.165],[0.463,0.439,0.388],[0.277,0.349,0.324],[0.382,0.371,0.38],[1.263,1.189,1.244],[14.048,14.094,12.186],[0.267,0.059,0.063],[1.308,1.008,0.92],[2.284,1.29,1.117],[4.947,3.88,3.667],[5.421,4.46,4.241],[5.451,5.522,4.223],[0.593,0.487,0.509],[0.076,0.053,0.187],[0.03,0.042,0.031],[0.136,0.031,0.03],[0.107,0.358,0.115],[0.023,0.025,0.018],[0.261,0.016,0.018],[0.014,0.015,0.013]],"source":"clickhouse-cloud/results/gcp.96GB.json"}
+,{"system":"ClickHouse Cloud (gcp)","date":"2024-11-04","machine":"dev","cluster_size":"serverless","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed","gcp"],"load_time":616.125,"data_size":9945574505,"result":[[0.003,0.003,0.003],[0.024,0.023,0.017],[0.236,0.184,0.218],[0.212,0.296,0.241],[1.215,2.12,1.854],[3.114,3.177,1.454],[0.039,0.046,0.34],[0.066,0.031,0.031],[1.204,1.138,2.63],[1.486,1.323,1.303],[0.747,0.769,0.445],[0.548,0.544,1.043],[1.67,1.561,1.555],[2.686,5.649,2.692],[3.476,3.009,3.071],[1.959,2.237,1.275],[8.853,7.765,5.452],[3.503,5.92,3.477],[27.573,16.04,18.008],[0.599,0.075,0.055],[8.253,3.114,3.958],[4.106,3.079,3.242],[3.698,4.809,4.502],[10.889,13.24,9.464],[1.124,1.146,0.808],[0.527,0.509,0.621],[0.704,0.709,0.892],[2.362,3.069,2.503],[30.793,25.191,34.295],[0.09,0.123,0.121],[1.737,1.668,1.39],[2.978,2.255,2.055],[19.484,18.672,20.285],[14.609,17.987,14.919],[14.448,14.145,13.941],[1.033,1.276,1.017],[0.136,0.139,0.146],[0.059,0.053,0.068],[0.062,0.074,0.049],[0.268,0.305,0.317],[0.032,0.043,0.025],[0.022,0.018,0.024],[0.02,0.015,0.017]],"source":"clickhouse-cloud/results/gcp.dev.json"}
,{"system":"ClickHouse (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],[2.557,2.58,2.489],[1.717,1.608,1.666],[1.4,1.521,1.321],[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],[6.7,6.887,6.936],[22.07,21.69,21.136],[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],[3.454,3.32,3.464],[5.891,5.814,5.984],[5.683,5.609,5.68],[5.651,5.637,5.542],[1.831,1.738,1.688],[0.432,0.454,0.447],[0.457,0.387,0.409],[0.437,0.469,0.45],[0.703,0.613,0.692],[0.338,0.33,0.331],[0.347,0.367,0.351],[0.303,0.303,0.261]],"source":"clickhouse-datalake/results/c6a.4xlarge.partitioned.23.11.json"}
,{"system":"ClickHouse (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],[0.56,0.558,0.486],[0.965,0.906,1.018],[1.043,0.945,0.59],[0.858,1.018,1.094],[1.278,1.314,1.285],[0.602,0.618,0.521],[0.634,0.572,0.71],[1.135,1.117,1.157],[1.665,1.796,1.575],[1.23,1.088,1.052],[1.192,1.365,1.081],[1.368,1.405,1.41],[2.538,2.062,1.995],[1.471,1.614,1.523],[1.167,1.394,1.11],[2.972,2.806,2.882],[2.144,2.046,1.969],[5.375,5.371,5.393],[0.766,0.82,0.605],[4.19,4.116,4.105],[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],[4.34,4.445,4.357],[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],[1.523,1.571,1.52],[0.574,0.507,0.469],[0.392,0.403,0.311],[0.497,0.458,0.501],[0.677,0.633,0.702],[0.299,0.29,0.367],[0.286,0.449,0.328],[0.318,0.27,0.324]],"source":"clickhouse-datalake/results/c6a.4xlarge.single.23.11.json"}
,{"system":"ClickHouse (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],[0.61,0.629,0.607],[0.986,0.758,0.625],[0.482,0.361,0.286],[0.323,0.359,0.326],[0.802,0.728,0.7],[0.926,1.001,0.898],[0.547,0.52,0.561],[0.57,0.593,0.586],[0.761,0.69,0.686],[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],[0.62,0.632,0.664],[0.498,0.524,0.48],[0.61,0.627,0.592],[2.22,2.087,2.17],[2.65,2.66,2.669],[0.966,0.98,0.98],[0.855,0.867,0.84],[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]],"source":"clickhouse-datalake/results/c6a.metal.partitioned.23.11.json"}