diff --git a/index.html b/index.html
index 214873665..87ce0048c 100644
--- a/index.html
+++ b/index.html
@@ -424,6 +424,7 @@
,{"system":"pg_duckdb","date":"2024-11-18","machine":"c6a.4xlarge, 500gb gp2","cluster_size":1,"tags":["column-oriented","PostgreSQL compatible"],"load_time":0,"data_size":14820690158,"result":[[0.351926,0.157902,0.156558],[0.345658,0.158225,0.158914],[0.394892,0.182112,0.176025],[0.620262,0.180706,0.17742],[0.811248,0.561753,0.563393],[0.89161,0.812544,0.81279],[2.1,2.04237,2.03909],[0.336115,0.16015,0.158404],[1.00691,0.656227,0.674508],[1.14059,0.862697,0.870801],[0.451017,0.273664,0.268315],[0.724813,0.29556,0.293166],[1.05912,0.745057,0.741007],[2.44665,1.11909,1.12935],[0.962736,0.784033,0.796004],[0.728667,0.646149,0.638498],[2.55352,1.53456,1.55299],[2.49952,1.45047,1.46625],[7.23186,7.05865,7.03078],[0.290544,0.189758,0.18489],[9.64611,1.9762,2.00181],[11.2125,1.78874,1.79432],[21.8801,3.59258,3.58376],[55.8226,9.48337,9.4639],[2.5122,1.09519,1.08597],[0.931618,0.441513,0.43588],[2.6909,1.1102,1.09948],[9.64311,1.7984,1.79922],[11.6223,11.2044,11.24],[0.551146,0.515668,0.518152],[2.37403,0.771994,0.767737],[5.69544,0.868471,0.871418],[7.1267,6.26004,6.24922],[10.7201,5.61527,5.93949],[10.8124,5.92022,5.99531],[0.804237,0.725757,0.718902],[0.440095,0.337127,0.338202],[0.484502,0.285584,0.285816],[0.490689,0.240211,0.228275],[0.804366,0.488588,0.48539],[0.401303,0.168294,0.16756],[0.360548,0.166672,0.164185],[0.588079,0.395648,0.392021]],"source":"pg_duckdb/results/c6a.4xlarge.json"}
,{"system":"Pinot","date":"2022-07-01","machine":"c6a.4xlarge, 500gb gp2","cluster_size":1,"comment":"It successfully loaded only 94465149 out of 99997497 records. Some queries returned NullPointerException. The loading process is painful - splitting to 100 pieces required. It does not correctly report errors on data loading, the results may be incorrect.","tags":["Java","column-oriented"],"load_time":2032,"data_size":null,"result":[[0.002,0.001,0.001],[0.186,0.186,0.185],[0.251,0.276,0.258],[0.475,0.281,0.238],[3.907,3.655,3.633],[30.471,14.687,14.93],[null,null,null],[0.135,0.134,0.148],[3.039,2.902,2.938],[3.159,3.212,3.225],[4.217,4.197,4.384],[4.145,4.124,4.121],[2.989,3.145,3.18],[6.402,6.886,6.374],[3.245,3.35,3.129],[5.112,5.027,5.141],[5.509,5.279,5.257],[0.865,0.856,0.829],[null,null,null],[0.017,0.015,0.015],[54.348,19.562,19.128],[null,null,null],[76.596,74.719,14.228],[7.441,5.77,5.87],[0.376,0.327,0.286],[7.689,0.395,1.281],[3.434,0.499,0.5],[27.679,2.378,2.393],[null,null,null],[2.221,2.227,2.167],[4.941,4.639,4.565],[5.641,5.37,5.007],[5.295,5.006,5.357],[5.28,5.21,5.105],[6.231,6.238,6.385],[5.918,5.933,5.934],[0.26,0.202,0.21],[0.364,0.072,0.069],[0.042,0.034,0.035],[1.483,0.686,0.651],[0.113,0.071,0.079],[0.042,0.051,0.037],[null,null,null]],"source":"pinot/results/c6a.4xlarge.json"}
,{"system":"Polars (DataFrame)","date":"2024-11-29","machine":"c6a.metal, 500gb gp2","cluster_size":1,"comment":"","tags":["column-oriented","DataFrame"],"load_time":2.3000679460001265,"result":[[0.00015112200003386533,3.7150000025576446e-05,2.554100001361803e-05],[0.03171516099996552,0.032293901000002734,0.03215773800002353],[0.4772652639999251,0.46750544699989405,0.4495371789998899],[0.0710227990000476,0.07084154700010004,0.0707792650000556],[2.057352185000127,1.7546763299999384,1.163346606999994],[3.3611794670000563,3.361934698999903,3.356456425000033],[0.022322305999978198,0.017734573999860004,0.017439570000078675],[0.034810428999890064,0.03980527599992456,0.037032382999996116],[1.1927395830000478,0.9333954369999446,0.986558266999964],[1.1237861500001145,1.0634325710000212,1.2359178669998983],[0.4698280170000544,0.4857669729999543,0.46914764600001035],[0.4963598159999947,0.5227434319999702,0.42942682499983675],[0.6119570860000749,0.6307538849998764,0.6839730260001033],[0.6959008190001441,0.7254145639999479,0.766673179999998],[0.750602372000003,0.7139416769998661,0.6843765409998923],[0.8596073270000488,0.9934823169999163,0.9173948990001008],[2.7692482420000033,2.3495000699999764,2.2436599499999375],[2.026880264000056,1.9250255050001215,1.9470105970001441],[4.853015905999882,4.480639889000031,4.586371847999999],[0.065807199000119,0.06525409100004254,0.06565585699991061],[1.9282573609998508,1.9262364920000437,1.9274114049999298],[2.1353811700000733,2.135909988999856,2.139513435000026],[4.494763337999984,4.506743129999904,4.513714225000058],[1.9703748730000825,1.9624855600000046,1.9467992569998387],[0.5281160150000233,0.5079870420001953,0.5058492079999724],[0.9466686680000294,0.9467454900000121,0.9417365909998807],[1.6252639049998834,1.6136391739998999,1.6105059249998703],[3.961973265999859,3.929348490999928,4.038061261999928],[57.451627619999954,57.806593514999804,58.076217272999884],[1.6579584300000079,1.5953056620001007,1.604066080000166],[0.787072875999911,0.805590096999822,0.7736930999999458],[1.040926324000111,1.09222987499993,0.9836310939999748],[6.117114711999875,5.623454530000117,5.640725126999996],[3.3983772260000933,3.133559688999867,3.2032901739999033],[3.296611066999958,3.1726310689998627,3.1984622950001267],[0.5767455929999414,0.4501746359999288,0.5369838189999427],[0.3523692209998899,0.30068239000001995,0.29913635500020064],[0.7507235030000174,0.3421970209999472,0.3525650139999925],[0.2449839159999101,0.23656309300008616,0.23265344200012805],[0.25074233399982404,0.26460407999979907,0.25035662799996317],[1.4510024630001226,1.184202398000025,1.171343846000127],[0.5013381270000536,0.28769277099991086,0.28513832199996614],[0.21341560199994092,0.2118193969999993,0.2055801789999805]],"source":"polars/results/DataFrame_c6a.metal.json"}
+,{"system":"Polars (Parquet)","date":"2024-12-15","machine":"c6a.4xlarge, 500gb gp2","cluster_size":1,"comment":"","tags":["column-oriented","parquet"],"load_time":null,"result":[[0.23064497499944991,0.16023673699965002,0.1601968550003221],[0.0347055479996925,0.027806305999547476,0.02534747400022752],[0.34746120199997677,0.12070928899993305,0.10506072200041672],[0.1158623470000748,0.1152218269999139,0.115621001999898],[0.9573242629994638,0.9540379269983532,0.9527480759988975],[2.6546198800006096,2.7184373759992013,2.6583663140008866],[0.05239327200069965,0.051731650999499834,0.05165095600023051],[0.012502650999522302,0.012689653000052203,0.014244239999243291],[1.4094276989999344,1.4499073670012876,1.3466639389989723],[1.633430818999841,1.6351521180004056,1.6021563359990978],[0.5184219840011792,0.46360345799985225,0.46297702899937576],[0.4950690140012739,0.49395644499963964,0.4879926220000925],[2.4683387449986185,2.5493179870009044,2.5778999229987676],[2.262771445999533,2.2967053390002548,2.260776860999613],[2.3381630170006247,2.347727914000643,2.3581232729993644],[2.565054016000431,2.1697239439999976,2.5260031050002],[6.7045742999998765,6.894608078000601,6.788397820000682],[6.182867851000992,6.211764955000035,6.27033836299961],[10.297135232000073,10.529863107998608,10.508597267000368],[0.1459008490000997,0.08197408799969708,0.0812203010009398],[19.69741899699875,1.280532372999005,1.2564573409999866],[23.357442120000997,1.2366115069999069,1.2861532599999919],[2.4637657439998293,1.3673292880012013,1.402957823000179],[19.902800238000054,2.638551334001022,2.555172369000502],[67.4009715379998,110.48319516600168,110.25139069800025],[7.012946726999871,1.2349749490003887,1.2677443250013312],[1.4526135990017792,1.443768065999393,1.439665750000131],[2.2478161660001206,2.2025823229996604,2.171663691999129],[29.98029947000032,11.110159707999628,10.802549054998963],[30.67281464000007,16.51299015999939,18.136535457999344],[2.71858640299979,2.704781221000303,2.6600368639992666],[6.691286031000345,1.4949732689965458,1.5536043499996595],[7.572524812996562,1.9851703569984238,2.0173192670008575],[8.061741305002215,8.347584876999463,8.362486212998192],[null,null,null],[null,null,null],[1.993404136999743,1.5568426339996222,1.543946035000772],[0.23113679400012188,0.22530906999963918,0.23856433899891272],[0.16798928299976978,0.13787237700125843,0.1393672209997021],[0.12366097800077114,0.09977324399915233,0.09588851999978942],[0.30165283599853865,0.30741101700004947,0.2982644040002924],[0.13950632299929566,0.033827423001639545,0.030652774999907706],[0.020809229999940726,0.02003366200005985,0.020356191000246326]],"source":"polars/results/parquet_c6a.4xlarge.json"}
,{"system":"Polars (Parquet)","date":"2024-11-29","machine":"c6a.metal, 500gb gp2","cluster_size":1,"comment":"","tags":["column-oriented","parquet"],"load_time":null,"result":[[0.07331929400004356,0.0313942400000542,0.0295857439999736],[0.056858242999965114,0.03603707900003883,0.03635798200002682],[0.3601835890000302,0.12495236099994145,0.36494900799993957],[0.1014015370000152,0.10379579100003866,0.09615968900004646],[1.8475413349999599,1.2111640870000429,1.3070971719999989],[3.073540879999996,2.6459892290000653,2.6156991359999893],[0.06517877500004943,0.053004126000018914,0.05571083600000293],[0.026876204000018333,0.015052019999984623,0.013367295999955786],[1.4109252119999383,1.5793965889999981,1.3722895870000684],[1.635907786999951,1.7955330880000702,1.8128875789999483],[0.29154992499991295,0.32512125999994623,0.3547269459999143],[0.39792985199994746,0.3251884109999992,0.38865446600004816],[2.138931853000031,2.105218915000023,2.1956906379999737],[1.6526281679999784,1.6124568860000181,1.6333364800000254],[1.6447148869999637,1.6346969300000183,1.6644061450000436],[2.1882379500000297,1.905917633999934,1.9231305759999486],[5.352270128999976,5.237135877000014,5.308867133000035],[5.853392568999993,4.927742889000001,4.913877669000044],[7.844565224999997,7.873020868000026,8.710109652000028],[0.08927957200000947,0.028090512999938255,0.02795156100000895],[0.4280026709999447,0.3811629729999595,0.39364887600004295],[0.45465083199997025,0.4768754289999606,0.48719940199998746],[0.7863661489999458,0.7864010189999817,0.7998755679999476],[1.8717920940000567,1.8261706829999866,2.037369308000052],[0.8631901180000341,0.7759028259999923,0.7840361930000199],[1.2422713079999994,1.1825194030000148,1.3301276820000112],[1.9708939380000174,2.0363808529999687,1.949735128000043],[9.631319166000026,9.65408143600007,9.62223931699998],[12.509586186999968,12.429948261999925,13.083593043000064],[1.6713843260000658,1.5654188460000569,1.2058937670000205],[0.874348419999933,0.8206400289999465,0.8770680310000216],[1.471688980999943,1.4348052110000253,1.5063776990000406],[6.304678343999967,6.261220233000017,6.6019086710000465],[21.32528498800002,21.617486471999996,21.69860179400007],[21.58728936099999,22.069379411,22.213318467999898],[1.6370663789999753,1.123244365000005,1.0656513379999524],[0.22456605399997898,0.2239348240000254,0.22996692600008828],[0.15421211200009566,0.1544310240001323,0.15089476100001775],[0.07680750100007572,0.0744040249999216,0.07324702699997943],[0.2344550140001047,0.25678796600004716,0.24425511999993432],[1.0822417379999933,0.8278360040001189,0.8236462620000111],[0.01962476800008517,0.017242483000018183,0.018496377000019493],[0.015187977999858049,0.016929013999970266,0.016555773999925805]],"source":"polars/results/parquet_c6a.metal.json"}
,{"hide":true,"system":"PostgreSQL (tuned)","date":"2022-12-18","machine":"c6a.4xlarge, 500gb gp2","cluster_size":1,"comment":"","tags":["C","row-oriented","PostgreSQL compatible"],"load_time":11800,"data_size":128875248605,"result":[[4.10957,0.687829,0.702019],[3.92694,0.63874,0.636411],[262.331,262.793,262.826],[6.14366,1.16457,1.20297],[26.752,27.4474,27.4878],[50.6555,47.6136,49.2373],[0.035605,0.002266,0.002208],[1.07557,0.599462,0.597673],[18.537,17.4348,17.7942],[309.49,306.831,306.894],[7.78261,2.95749,3.00855],[325.58,315.688,319.237],[4.03189,2.31557,2.21055],[18.8998,10.0497,10.0307],[272.381,271.91,271.87],[5.91906,4.17788,4.21394],[15.6578,15.8794,15.937],[0.025629,0.001484,0.00153],[312.64,312.543,310.582],[0.026206,0.001114,0.001115],[13.1447,0.090463,0.104537],[0.11893,0.093162,0.090471],[18.7775,0.107025,0.110361],[0.131412,0.089608,0.087852],[0.048958,0.00153,0.001405],[0.016134,0.001351,0.001268],[0.021939,0.001781,0.00164],[265.557,260.971,261.025],[277.516,276.053,277.378],[7.56565,6.50964,6.54902],[266.723,266.389,266.231],[269.738,269.255,269.193],[331.115,330.011,330.913],[416.169,421.255,423.724],[408.434,409.538,407.552],[35.5578,18.1707,18.6893],[3.17403,0.652905,0.698142],[0.730699,0.489315,0.465665],[0.563463,0.319131,0.3182],[1.23744,0.989391,1.01963],[0.752814,0.509212,0.511453],[0.677541,0.435178,0.437736],[1.18281,0.688545,0.697523]],"source":"postgresql-tuned/results/c6a.4xlarge.json"}
,{"system":"PostgreSQL","date":"2022-07-01","machine":"c6a.4xlarge, 500gb gp2","cluster_size":1,"comment":"","tags":["C","row-oriented","PostgreSQL compatible"],"load_time":2342,"data_size":77797067741,"result":[[439.753,309.785,282.017],[317.874,254.238,254.941],[262.883,263.072,263.09],[32.421,5.31,5.06],[57.134,42.648,42.334],[358.423,356.315,358.342],[31.524,5.35,4.994],[263.145,263.193,263.165],[323.659,322.858,321.918],[327.395,326.17,326.231],[265.983,265.681,265.912],[269.984,265.336,265.379],[284.096,284.56,282.234],[277.25,279.455,280.035],[285.66,286.2,283.611],[66.605,32.023,38.282],[312.452,304.431,305.391],[289.209,290.449,287.578],[331.706,327.485,334.428],[24.646,2.543,2.263],[267.561,267.496,267.524],[267.729,267.69,268.184],[263.074,263.12,267.04],[267.602,267.488,267.494],[263.141,263.859,263.137],[262.923,263.102,263.113],[262.885,263.088,263.114],[267.864,269.127,268.204],[303.376,306.925,308.664],[263.221,263.119,263.148],[270.814,270.575,270.294],[278.342,275.925,276.224],[584.599,576.932,591.502],[462.576,446.962,439.779],[429.93,417.696,416.704],[296.875,297.283,295.14],[3.461,0.842,0.794],[2.179,0.564,0.558],[2.258,0.566,0.416],[2.805,1.311,1.317],[2.936,0.82,0.615],[2.197,0.736,0.535],[1.983,0.32,0.312]],"source":"postgresql/results/c6a.4xlarge.json"}