Threadripper 3990X distros

Tests for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2002104-VE-2002099VE64
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HPC - High Performance Computing 9 Tests
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Date
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  Test
  Duration
Ubuntu 20.04 Daily
February 06 2020
  5 Hours, 24 Minutes
Pop_OS 19.10
February 07 2020
  5 Hours, 16 Minutes
Fedora Workstation 31
February 07 2020
  5 Hours, 25 Minutes
CentOS 8
February 08 2020
  4 Hours, 42 Minutes
Debian 10.3
February 09 2020
  4 Hours, 36 Minutes
Ubuntu 18.04.3 LTS
February 09 2020
  5 Hours, 1 Minute
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Threadripper 3990X distros, "Selenium - Benchmark: ARES-6 - Browser: Firefox", Lower Results Are Better "Ubuntu 20.04 Daily",56.22,55.43,54.6 "Pop_OS 19.10",55.2,55.6,55.31 "Fedora Workstation 31",46.98,47.19,47.14 "CentOS 8",53.06,53.07,52.76 "Ubuntu 18.04.3 LTS",55.71,55.74,54.64 "Selenium - Benchmark: Kraken - Browser: Firefox", Lower Results Are Better "Ubuntu 20.04 Daily",778.1,780.9,771.5 "Pop_OS 19.10",764.5,773.1,779.5 "Fedora Workstation 31",739.5,741.7,733.7 "CentOS 8",772.3,767.8,761.3 "Ubuntu 18.04.3 LTS",808.5,809.9,806.6 "Selenium - Benchmark: Octane - Browser: Firefox", Higher Results Are Better "Ubuntu 20.04 Daily",33939,33953,34043 "Pop_OS 19.10",34109,34083,33918 "Fedora Workstation 31",35865,35051,36360 "CentOS 8",35813,35753,35409 "Ubuntu 18.04.3 LTS",33669,34390,34137 "Selenium - Benchmark: StyleBench - Browser: Firefox", Higher Results Are Better "Ubuntu 20.04 Daily",71.9,72.1,73.2 "Pop_OS 19.10",72.4,72.5,73 "Fedora Workstation 31",88.4,88.1,87.4 "CentOS 8",83.6,83.5,84 "Ubuntu 18.04.3 LTS",71,72.3,72.6 "Selenium - Benchmark: Jetstream 2 - Browser: Firefox", Higher Results Are Better "Ubuntu 20.04 Daily",86.197,85.083,87.023 "Pop_OS 19.10",86.982,85.382,85.533 "Fedora Workstation 31",96.773,93.807,100.946,97.314,94.226 "CentOS 8",98.661,99.263,102.809 "Ubuntu 18.04.3 LTS",89.478,87.013,88.798 "Selenium - Benchmark: Maze Solver - Browser: Firefox", Lower Results Are Better "Ubuntu 20.04 Daily",4.5,4.5,4.6 "Pop_OS 19.10",4.5,4.7,4.7 "Fedora Workstation 31", "CentOS 8",4.1,4,4 "Ubuntu 18.04.3 LTS",4.6,4.5,4.6 "Selenium - Benchmark: PSPDFKit WASM - Browser: Firefox", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10",1363,1390,1406 "Fedora Workstation 31",1320,1316,1305 "CentOS 8",1274,1273,1270 "Ubuntu 18.04.3 LTS",1378,1389,1374 "Selenium - Benchmark: WASM imageConvolute - Browser: Firefox", Lower Results Are Better "Ubuntu 20.04 Daily",26.8,26.9,26.7 "Pop_OS 19.10",26.9,27,27 "Fedora Workstation 31",27.4,27.5,27.2 "CentOS 8",27.7,27.4,27.8 "Ubuntu 18.04.3 LTS",26.8,26.9,26.9 "Selenium - Benchmark: WASM collisionDetection - Browser: Firefox", Lower Results Are Better "Ubuntu 20.04 Daily",365.9,367.6,365.9 "Pop_OS 19.10",367.8,367.8,367.3 "Fedora Workstation 31",364,364.8,362.5 "CentOS 8",368.2,368.7,369.1 "Ubuntu 18.04.3 LTS",366.5,364.7,365.6 "RawTherapee - Total Benchmark Time", Lower Results Are Better "Ubuntu 20.04 Daily",50.569,50.711,50.91 "Pop_OS 19.10",43.361,43.194,43.579 "Fedora Workstation 31",50.503,50.689,50.769 "Debian 10.3",56.07,56.31,56.4 "Ubuntu 18.04.3 LTS",41.317,41.446,41.557 "GEGL - Operation: Crop", Lower Results Are Better "Ubuntu 20.04 Daily",7.421,7.371,7.367 "Pop_OS 19.10",8.18,8.017,7.999 "Fedora Workstation 31",7.359,7.347,7.254 "CentOS 8",30.383,30.242,30.184 "Debian 10.3",9.279,9.075,9.07 "Ubuntu 18.04.3 LTS",8.595,8.466,8.43 "GEGL - Operation: Scale", Lower Results Are Better "Ubuntu 20.04 Daily",5.512,5.38,5.403 "Pop_OS 19.10",5.97,5.852,5.774 "Fedora Workstation 31",4.965,4.911,4.871 "CentOS 8",30.34,30.171,30.266 "Debian 10.3",5.926,5.794,5.911 "GEGL - Operation: Reflect", Lower Results Are Better "Ubuntu 20.04 Daily",29.63,29.619,29.6 "Pop_OS 19.10",30.422,30.492,30.423 "Fedora Workstation 31",30.286,30.268,30.18 "CentOS 8",30.174,30.202,30.239 "Debian 10.3",31.997,31.752,31.801 "Ubuntu 18.04.3 LTS",31.099,30.955,31.211 "GEGL - Operation: Antialias", Lower Results Are Better "Ubuntu 20.04 Daily",39.037,39.043,39.03 "Pop_OS 19.10",39.516,39.551,39.502 "Fedora Workstation 31",38.566,38.567,38.603 "CentOS 8",30.157,30.178,30.38 "Debian 10.3",50.355,50.59,50.685 "GEGL - Operation: Tile Glass", Lower Results Are Better "Ubuntu 20.04 Daily",31.13,31.126,31.027 "Pop_OS 19.10",31.678,31.633,31.632 "Fedora Workstation 31",30.613,30.572,30.469 "CentOS 8",30.2,30.191,30.304 "Debian 10.3",42.97,42.746,42.908 "MKL-DNN DNNL 1.1 - Harness: Recurrent Neural Network Training - Data Type: f32", Lower Results Are Better "Ubuntu 20.04 Daily",318.766,318.72,318.47 "Pop_OS 19.10",318.601,318.365,315.482 "Fedora Workstation 31",320.039,322.968,318.687 "CentOS 8",312.473,315.782,316.02 "Debian 10.3",311.332,313.908,311.861 "Ubuntu 18.04.3 LTS",319.474,315.099,316.508 "MKL-DNN DNNL 1.1 - Harness: Deconvolution Batch deconv_all - Data Type: f32", Lower Results Are Better "Ubuntu 20.04 Daily",1677.46,1693.24,1700.02 "Pop_OS 19.10",1675.79,1683.87,1682.59 "Fedora Workstation 31",1740.76,1748.35,1742.82 "CentOS 8",1764.37,1771.43,1781.67 "Debian 10.3",1773.71,1771.77,1785.81 "Ubuntu 18.04.3 LTS",1531.94,1539.73,1536.44 "GEGL - Operation: Color Enhance", Lower Results Are Better "Ubuntu 20.04 Daily",55.902,55.937,55.79 "Pop_OS 19.10",57.036,56.698,56.917 "Fedora Workstation 31",53.811,53.897,53.8 "CentOS 8",30.109,30.127,30.128 "Debian 10.3",59.201,59.103,59.194 "Ubuntu 18.04.3 LTS",57.875,57.938,57.917 "GEGL - Operation: Rotate 90 Degrees", Lower Results Are Better "Ubuntu 20.04 Daily",38.303,38.191,38.217 "Pop_OS 19.10",38.726,38.603,38.82 "Fedora Workstation 31",38.222,38.159,38.183 "CentOS 8",30.101,30.17,30.147 "Debian 10.3",43.049,43.031,42.884 "GNU Octave Benchmark - ", Lower Results Are Better "Ubuntu 20.04 Daily",9.394,9.409,9.368 "Fedora Workstation 31",8.262,8.158,8.152 "Pop_OS 19.10",13.323,13.144,13.214 "Debian 10.3",10.39,10.136,10.153 "MKL-DNN DNNL 1.1 - Harness: Deconvolution Batch deconv_3d - Data Type: f32", Lower Results Are Better "Ubuntu 20.04 Daily",2.023,1.98491,2.01684 "Pop_OS 19.10",1.99224,1.98809,1.99612 "Fedora Workstation 31",2.02812,2.03239,2.03239 "CentOS 8",2.02606,2.03019,2.03444 "Debian 10.3",1.9635,2.01104,2.00359 "Ubuntu 18.04.3 LTS",2.0154,2.03579,2.02059 "MKL-DNN DNNL 1.1 - Harness: Convolution Batch conv_alexnet - Data Type: f32", Lower Results Are Better "Ubuntu 20.04 Daily",72.5649,72.6639,71.0587 "Pop_OS 19.10",71.257,70.5777,71.2744 "Fedora Workstation 31",69.5968,70.9106,70.5664 "CentOS 8",69.339,71.0609,72.5252 "Debian 10.3",73.6369,71.3674,72.543 "Ubuntu 18.04.3 LTS",72.9364,73.4169,72.4066 "MKL-DNN DNNL 1.1 - Harness: Convolution Batch conv_all - Data Type: f32", Lower Results Are Better "Ubuntu 20.04 Daily",569.246,579.626,568.654 "Pop_OS 19.10",570.723,571.905,581.908 "Fedora Workstation 31",578.781,567.376,580.3 "CentOS 8",569.991,584.789,585.303 "Debian 10.3",586.788,585.08,580.719 "Ubuntu 18.04.3 LTS",571.358,589.686,588.393 "MKL-DNN DNNL 1.1 - Harness: Deconvolution Batch deconv_1d - Data Type: f32", Lower Results Are Better "Ubuntu 20.04 Daily",1.75891,1.75789,1.77026 "Pop_OS 19.10",1.75806,1.74791,1.75775 "Fedora Workstation 31",1.75953,1.76012,1.76807 "CentOS 8",1.75253,1.77387,1.75474 "Debian 10.3",1.72103,1.7741,1.73094 "Ubuntu 18.04.3 LTS",1.73916,1.78484,1.80841 "MKL-DNN DNNL 1.1 - Harness: IP Batch All - Data Type: f32", Lower Results Are Better "Ubuntu 20.04 Daily",10.9379,10.956,10.977 "Pop_OS 19.10",11.2458,11.2117,11.1372 "Fedora Workstation 31",10.6539,12.0175,11.9225,11.9151,11.7783,11.9907,11.7185,11.7852,10.8529,10.8415,10.9233,10.954,10.7255,10.9008,11.1707 "CentOS 8",11.1662,11.0011,11.1271 "Debian 10.3",11.1873,11.0056,11.0598 "Ubuntu 18.04.3 LTS",11.1789,10.973,10.9842 "MKL-DNN DNNL 1.1 - Harness: Convolution Batch conv_3d - Data Type: f32", Lower Results Are Better "Ubuntu 20.04 Daily",3.20573,3.32465,3.39627 "Pop_OS 19.10",3.37396,3.26325,3.37592 "Fedora Workstation 31",3.31183,3.24029,3.23554 "CentOS 8",3.42403,3.3428,3.35307 "Debian 10.3",3.39729,3.42622,3.36764 "Ubuntu 18.04.3 LTS",3.47957,3.41849,3.29922 "DeepSpeech 0.6 - Acceleration: CPU", Lower Results Are Better "Ubuntu 20.04 Daily",59.75636,61.09971,61.10708 "Pop_OS 19.10",65.41111,63.33042,63.41305 "Fedora Workstation 31",62.99558,62.0444,61.80954 "CentOS 8",54.65002,53.79395,54.59936 "Debian 10.3",61.58394,61.25223,61.33969 "Ubuntu 18.04.3 LTS",65.6452,64.25941,62.34533 "GROMACS 2019.4 - Water Benchmark", Higher Results Are Better "Ubuntu 20.04 Daily",3.793,3.785,3.785 "Pop_OS 19.10",3.813,3.81,3.808 "Fedora Workstation 31",3.756,3.745,3.75 "Ubuntu 18.04.3 LTS",3.844,3.844,3.834 "LAMMPS Molecular Dynamics Simulator 9Jan2020 - Model: Rhodopsin Protein", Higher Results Are Better "Ubuntu 20.04 Daily",24.319,23.847,24.371 "Pop_OS 19.10",23.941,23.763,26.579,24.028,23.9,24.652,23.852,24.157,24.129,23.901,23.909,25.105,23.659,24.218 "Fedora Workstation 31",23.701,23.319,23.986 "Ubuntu 18.04.3 LTS",23.375,23.582,23.953 "Parboil 2.5 - Test: OpenMP LBM", Lower Results Are Better "Ubuntu 20.04 Daily",41.988064,42.02607,40.262321 "Pop_OS 19.10",41.298714,42.550159,41.929298 "Debian 10.3",42.88435,43.31324,42.827381 "Ubuntu 18.04.3 LTS",41.957005,41.784882,40.970024 "Parboil 2.5 - Test: OpenMP CUTCP", Lower Results Are Better "Ubuntu 20.04 Daily",0.726591,0.748371,0.743133 "Pop_OS 19.10",0.730035,0.733013,0.722966 "Debian 10.3",0.681006,0.682966,0.679263,0.682436,0.689329 "Ubuntu 18.04.3 LTS",0.776851,0.768086,0.735241 "Parboil 2.5 - Test: OpenMP Stencil", Lower Results Are Better "Ubuntu 20.04 Daily",4.556127,4.772166,4.654597 "Pop_OS 19.10",4.660248,4.901931,5.042479,5.057283,5.1286,5.104238,4.98395,5.181502,5.003481,5.274589,5.141919,4.777694,5.093004,5.189565,5.151513 "Debian 10.3",8.399342,8.43115,8.386891 "Ubuntu 18.04.3 LTS",4.563816,4.716514,4.789627 "Parboil 2.5 - Test: OpenMP MRI Gridding", Lower Results Are Better "Ubuntu 20.04 Daily",84.342712,84.969582,84.836121 "Pop_OS 19.10",85.690941,86.245605,85.653107 "Debian 10.3",122.348076,124.402878,123.987007 "Ubuntu 18.04.3 LTS",83.627922,82.990982,84.137215 "MKL-DNN DNNL 1.1 - Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32", Lower Results Are Better "Ubuntu 20.04 Daily",31.7545,32.4757,32.365 "Pop_OS 19.10",33.8462,33.6714,32.8946 "Fedora Workstation 31",33.6409,33.8406,32.9153 "CentOS 8",32.4136,33.9831,33.7774 "Debian 10.3",33.8305,35.3118,34.3541 "Ubuntu 18.04.3 LTS",31.786,32.1162,34.66,34.0049,34.6286,33.1749,33.7589,33.603,33.5117 "GNU Octave Benchmark 4.2.2 - ", Lower Results Are Better "Ubuntu 18.04.3 LTS",7.483,7.438,7.366 "NAS Parallel Benchmarks 3.4 - Test / Class: BT.C", Higher Results Are Better "Ubuntu 20.04 Daily",67686.36,67683.71,67672.87 "Pop_OS 19.10",68128.11,68168.54,68193.93 "Fedora Workstation 31",42375.35,43319.49,43182.95 "Ubuntu 18.04.3 LTS",68044.71,67957.52,67988.51 "NAS Parallel Benchmarks 3.4 - Test / Class: CG.C", Higher Results Are Better "Ubuntu 20.04 Daily",8464.04,8394.75,8442.3 "Pop_OS 19.10",8459.2,8447.03,8446.68 "Fedora Workstation 31",8029.83,7999.24,8030.14 "Ubuntu 18.04.3 LTS",8408.19,8398.73,8363.24 "NAS Parallel Benchmarks 3.4 - Test / Class: EP.C", Higher Results Are Better "Ubuntu 20.04 Daily",4815.48,4885.14,4819.14 "Pop_OS 19.10",4842.17,4817.53,4909.79 "Fedora Workstation 31",2883.18,2934.04,2933.61 "Ubuntu 18.04.3 LTS",2615.32,2618.78,2629.72 "NAS Parallel Benchmarks 3.4 - Test / Class: EP.D", Higher Results Are Better "Ubuntu 20.04 Daily",5042.73,5041.8,5017.06 "Pop_OS 19.10",5107.24,5089.03,5059.08 "Fedora Workstation 31",2762.12,2894.31,2888.22 "Ubuntu 18.04.3 LTS",2601.13,2581.36,2573.77 "NAS Parallel Benchmarks 3.4 - Test / Class: FT.C", Higher Results Are Better "Ubuntu 20.04 Daily",28509.38,28494.51,28513.75 "Pop_OS 19.10",28621.06,28613.85,28611.07 "Fedora Workstation 31",22466.49,20944.56,22360.23,22441.08,22443.87,22412.24 "Ubuntu 18.04.3 LTS",28533.23,28559.46,28557.43 "NAS Parallel Benchmarks 3.4 - Test / Class: IS.D", Higher Results Are Better "Ubuntu 20.04 Daily",1146.94,1129.6,1158.6 "Pop_OS 19.10",1136.62,1135.38,1142.09 "Fedora Workstation 31",895.08,891.45,892.16 "Ubuntu 18.04.3 LTS",1129.57,1156.55,1146.69 "NAS Parallel Benchmarks 3.4 - Test / Class: LU.C", Higher Results Are Better "Ubuntu 20.04 Daily",65245.33,65326.79,65324.88 "Pop_OS 19.10",65328.47,65488.91,65404.08 "Fedora Workstation 31",32446.93,32565.49,32843.66 "Ubuntu 18.04.3 LTS",65504.48,65710.78,65926.49 "NAS Parallel Benchmarks 3.4 - Test / Class: MG.C", Higher Results Are Better "Ubuntu 20.04 Daily",26570.82,26560.56,26434.23 "Pop_OS 19.10",26835.64,26802.68,26853.62 "Fedora Workstation 31",23571.05,23278.94,23563.86 "Ubuntu 18.04.3 LTS",26665.04,26689.89,26638.18 "NAS Parallel Benchmarks 3.4 - Test / Class: SP.B", Higher Results Are Better "Ubuntu 20.04 Daily",47352.42,47007.35,46523.63 "Pop_OS 19.10",47886.32,48007.89,48558.99 "Fedora Workstation 31",19889.19,18450.75,19895.33,19588.75,19680.63,19523.81 "Ubuntu 18.04.3 LTS",46918.17,46337.2,47600.63 "Rodinia 2.4 - Test: OpenMP LavaMD", Lower Results Are Better "Ubuntu 20.04 Daily",5.331,5.3,5.295 "Pop_OS 19.10",5.215,5.194,5.156 "Fedora Workstation 31",5.247,5.238,5.243 "CentOS 8",5.797,5.787,5.79 "Debian 10.3",5.746,5.75,5.738 "Ubuntu 18.04.3 LTS",12.668,12.799,12.728 "Rodinia 2.4 - Test: OpenMP CFD Solver", Lower Results Are Better "Ubuntu 20.04 Daily",6.933,6.49,6.702,6.818 "Pop_OS 19.10",6.55,6.726,6.554 "Fedora Workstation 31",6.826,6.587,6.656 "CentOS 8",6.86,6.709,6.733 "Debian 10.3",7.004,6.821,6.885 "Ubuntu 18.04.3 LTS",7.023,7.01,7.189 "Rodinia 2.4 - Test: OpenMP Streamcluster", Lower Results Are Better "Ubuntu 20.04 Daily",8.087,8.113,8.14 "Pop_OS 19.10",7.826,7.912,7.94 "Fedora Workstation 31",8.165,8.127,8.148 "CentOS 8",7.647,7.691,8.939,8.356,10.111,7.691,7.712,9.372,7.751,7.723,7.726,8.536,7.715,7.74,7.719 "Debian 10.3",7.682,7.661,7.662 "Ubuntu 18.04.3 LTS",7.776,7.785,7.799 "NAMD 2.13b1 - ATPase Simulation - 327,506 Atoms", Lower Results Are Better "Ubuntu 20.04 Daily",0.399371,0.395704,0.402502 "Pop_OS 19.10",0.392007,0.393695,0.395019 "Fedora Workstation 31",0.395005,0.419108,0.397941,0.399 "CentOS 8",0.395471,0.397989,0.39283 "Debian 10.3",0.394378,0.393303,0.394891 "Ubuntu 18.04.3 LTS",0.396708,0.397728,0.394376 "CP2K Molecular Dynamics 6.1 - Fayalite-FIST Data", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS", "Stockfish 9 - Total Time", Higher Results Are Better "Ubuntu 20.04 Daily",158736977,152103254,152293817 "Pop_OS 19.10",157119297,155426668,158833904 "Fedora Workstation 31",157483793,160267129,161102155 "CentOS 8",162641004,164039184,165221493 "Debian 10.3",162362611,158375980,162788817 "Ubuntu 18.04.3 LTS",161200361,162722284,156417711 "Timed LLVM Compilation 6.0.1 - Time To Compile", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS", "asmFish 2018-07-23 - 1024 Hash Memory, 26 Depth", Higher Results Are Better "Ubuntu 20.04 Daily",149308785,149344018,147927643 "Pop_OS 19.10",151160266,151472379,152373618 "Fedora Workstation 31",148829188,147598945,150298669 "CentOS 8",155047175,147681933,150057261 "Debian 10.3",154005560,149202367,153337685 "Ubuntu 18.04.3 LTS",151530927,149800534,149303313 "Timed Linux Kernel Compilation 5.4 - Time To Compile", Lower Results Are Better "Ubuntu 20.04 Daily",24.249,22.444,22.394,22.227,22.323,22.315,22.304,22.404 "Pop_OS 19.10",22.345,20.545,20.451,20.487,20.47,20.511,20.4,20.443,20.486,20.513 "Fedora Workstation 31",23.484,21.431,21.356,21.358,21.292,21.406,21.412,21.353,21.359,21.375,21.332,21.349,21.371,21.345 "CentOS 8",24.657,23.73,23.017,23.009,23.033,22.939 "Debian 10.3",21.843,20.33,20.311,20.286,20.337,20.267,20.313 "Ubuntu 18.04.3 LTS",23.017,21.287,21.248,21.274,21.231,20.68,21.211,21.193,21.156,21.213 "Tungsten Renderer 0.2.2 - Scene: Hair", Lower Results Are Better "Ubuntu 20.04 Daily",5.87563,5.8239,5.95237 "Pop_OS 19.10",5.78013,5.84711,5.75569 "Fedora Workstation 31",7.25744,7.25627,7.23636 "CentOS 8",7.14554,7.08902,7.17923 "Debian 10.3",5.49976,5.4672,5.40097 "Ubuntu 18.04.3 LTS",6.02268,5.87154,5.89697 "Tungsten Renderer 0.2.2 - Scene: Water Caustic", Lower Results Are Better "Ubuntu 20.04 Daily",18.2251,18.1381,18.1333 "Pop_OS 19.10",18.0461,17.9852,18.0593 "Fedora Workstation 31",18.524,18.4821,18.5233 "CentOS 8",18.1042,18.1546,18.1137 "Debian 10.3",18.0409,17.978,18.0304 "Ubuntu 18.04.3 LTS",18.652,18.5026,18.4917 "Tungsten Renderer 0.2.2 - Scene: Non-Exponential", Lower Results Are Better "Ubuntu 20.04 Daily",2.37302,2.3278,2.31959 "Pop_OS 19.10",2.30903,2.33271,2.30504 "Fedora Workstation 31",2.29365,2.26525,2.25051 "CentOS 8",1.82943,1.83592,1.83313 "Debian 10.3",2.28444,2.3722,2.26967 "Ubuntu 18.04.3 LTS",1.81899,1.84873,1.81043 "Tungsten Renderer 0.2.2 - Scene: Volumetric Caustic", Lower Results Are Better "Ubuntu 20.04 Daily",3.48858,3.49757,3.51614 "Pop_OS 19.10",3.4572,3.46113,3.46567 "Fedora Workstation 31",3.35359,3.35228,3.35607 "CentOS 8",3.44811,3.45004,3.45307 "Debian 10.3",3.46135,3.45782,3.44974 "Ubuntu 18.04.3 LTS",3.56002,3.57532,3.5687 "GraphicsMagick 1.3.33 - Operation: Swirl", Higher Results Are Better "Ubuntu 20.04 Daily",2111,2120,2124 "Pop_OS 19.10",2122,2116,2113 "Fedora Workstation 31",2178,2156,2139 "CentOS 8", "Debian 10.3",1750,1752,1725 "Ubuntu 18.04.3 LTS",2042,2033,2027 "GraphicsMagick 1.3.33 - Operation: Rotate", Higher Results Are Better "Ubuntu 20.04 Daily",655,661,664 "Pop_OS 19.10",684,687,690 "Fedora Workstation 31",692,695,702 "CentOS 8",790,798,805 "Debian 10.3",791,794,796 "Ubuntu 18.04.3 LTS",677,681,680 "GraphicsMagick 1.3.33 - Operation: Sharpen", Higher Results Are Better "Ubuntu 20.04 Daily",682,676,673 "Pop_OS 19.10",713,707,707 "Fedora Workstation 31",718,711,708 "CentOS 8",748,736,733 "Debian 10.3",746,737,737 "Ubuntu 18.04.3 LTS",683,675,673 "GraphicsMagick 1.3.33 - Operation: Enhanced", Higher Results Are Better "Ubuntu 20.04 Daily",1028,1026,1027 "Pop_OS 19.10",1040,1042,1040 "Fedora Workstation 31",1051,1046,1044 "CentOS 8",1095,1095,1086 "Debian 10.3", "Ubuntu 18.04.3 LTS",1047,1045,1045 "GraphicsMagick 1.3.33 - Operation: Resizing", Higher Results Are Better "Ubuntu 20.04 Daily",1698,1713,1591,1610,1588,1675,1710,1630,1720,1613,1733,1605,1699,1626,1715 "Pop_OS 19.10",1683,1638,1662 "Fedora Workstation 31",1559,1499,1560 "CentOS 8",1484,1469,1475 "Debian 10.3",1500,1471,1457 "Ubuntu 18.04.3 LTS",2512,2517,2543 "GraphicsMagick 1.3.33 - Operation: Noise-Gaussian", Higher Results Are Better "Ubuntu 20.04 Daily",723,722,718 "Pop_OS 19.10",734,736,735 "Fedora Workstation 31",820,821,823 "CentOS 8",1019,1019,1017 "Debian 10.3",867,884,870 "Ubuntu 18.04.3 LTS", "GraphicsMagick 1.3.33 - Operation: HWB Color Space", Higher Results Are Better "Ubuntu 20.04 Daily",1349,1326,1359 "Pop_OS 19.10",1480,1465,1478 "Fedora Workstation 31",1458,1402,1458 "CentOS 8",2179,2183,2169 "Debian 10.3",2061,2080,2067 "Ubuntu 18.04.3 LTS",1461,1449,1466 "SVT-VP9 0.1 - Tuning: VMAF Optimized - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 20.04 Daily",369.91,372.44,375.94 "Pop_OS 19.10",345.62,386.1,376.88,384.86,375.7,369.91,389.36,383.39,378.79,379.75,378.07,378.07 "Fedora Workstation 31",351.7,398.14,392.93,399.2,395,380.71,393.44,383.63,400.8,382.65,397.35,390.88,382.9,380.95 "Debian 10.3",365.41,359.28,369 "SVT-VP9 0.1 - Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 20.04 Daily",371.06,375.94,379.03 "Pop_OS 19.10",389.11,375.94,377.36 "Fedora Workstation 31",384.62,395.26,404.59 "Debian 10.3",374.53,374.77,371.06 "SVT-VP9 0.1 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 20.04 Daily",303.8,306.75,306.44 "Pop_OS 19.10",308.17,311.53,313.64 "Fedora Workstation 31",310.72,321.03,317.8 "Debian 10.3",295.42,291.97,298.8 "dav1d 0.5.0 - Video Input: Chimera 1080p", Higher Results Are Better "Ubuntu 20.04 Daily",734.75808325709,736.01635407136,735.55552378774 "Pop_OS 19.10",733.18006518756,744.78416399817,741.90046889296 "Fedora Workstation 31",857.98184812443,853.13791857274,850.41867108875 "CentOS 8",927.57421546203,920.90622598353,930.2282742452 "Debian 10.3",732.85956198536,740.08002859103,740.04751029277 "dav1d 0.5.0 - Video Input: Summer Nature 4K", Higher Results Are Better "Ubuntu 20.04 Daily",341.07556563652,339.41456478594,344.54446555146 "Pop_OS 19.10",347.44797561667,346.76850014176,349.34690671959 "Fedora Workstation 31",357.48662319251,360.91157924582,358.28696342501 "CentOS 8",354.36118230791,354.3782251205,354.0189140913 "Debian 10.3",330.41748511483,331.81641054721,330.88905869011 "dav1d 0.5.0 - Video Input: Summer Nature 1080p", Higher Results Are Better "Ubuntu 20.04 Daily",804.07300453515,812.5429393424,816.45487528345 "Pop_OS 19.10",827.56746598639,838.36716269841,826.57048185941 "Fedora Workstation 31",929.48833900227,923.07498866213,932.57839002268 "CentOS 8",1053.8185657596,1043.906420068,1052.5903146258 "Debian 10.3",831.03961734694,823.94236111111,829.49033446712 "dav1d 0.5.0 - Video Input: Chimera 1080p 10-bit", Higher Results Are Better "Ubuntu 20.04 Daily",115.02712259835,114.26542086002,114.41627859103 "Pop_OS 19.10",114.87194990851,113.87987877402,114.55990164684 "Fedora Workstation 31",132.38239249771,131.99702767612,133.30294830741 "CentOS 8",139.55801235133,140.03145585544,139.70513952425 "Debian 10.3",116.2711836688,115.80965690759,115.91515096066 "SVT-AV1 0.8 - Encoder Mode: Enc Mode 0 - Input: 1080p", Higher Results Are Better "Ubuntu 20.04 Daily",0.129,0.13,0.13,0.13,0.13,0.13,0.13,0.129,0.13,0.13,0.129,0.13 "Pop_OS 19.10",0.13,0.13,0.131,0.131,0.13,0.131,0.131,0.131,0.131,0.131,0.131,0.131 "Fedora Workstation 31",0.166,0.167,0.167,0.167,0.167,0.167,0.167,0.167,0.167,0.168,0.167,0.168 "CentOS 8",0.167,0.168,0.168,0.167,0.167,0.167,0.167,0.168,0.168,0.168,0.167,0.167 "Debian 10.3",0.082,0.097,0.084,0.093,0.088,0.084,0.085,0.084,0.087,0.095,0.089,0.091 "Ubuntu 18.04.3 LTS",0.17,0.171,0.171,0.171,0.172,0.171,0.17,0.171,0.171,0.172,0.171,0.171 "SVT-AV1 0.8 - Encoder Mode: Enc Mode 4 - Input: 1080p", Higher Results Are Better "Ubuntu 20.04 Daily",9.881,9.824,9.772 "Pop_OS 19.10",9.675,9.954,9.695 "Fedora Workstation 31",10.846,10.671,11.082 "CentOS 8",11.13,11.057,11.086 "Debian 10.3",6.922,6.638,7.05,6.466,6.895,6.923,7.436,6.875,7.63,7.015,7.01,6.653 "Ubuntu 18.04.3 LTS",11.057,10.938,11.079 "SVT-AV1 0.8 - Encoder Mode: Enc Mode 8 - Input: 1080p", Higher Results Are Better "Ubuntu 20.04 Daily",93.595,92.566,91.612 "Pop_OS 19.10",95.981,92.969,95.068 "Fedora Workstation 31",112.597,111.654,114.082 "CentOS 8",114.49,115.565,110.459 "Debian 10.3",94.899,93.349,94.647 "Ubuntu 18.04.3 LTS",109.327,105.541,106.489 "C-Ray 1.1 - Total Time - 4K, 16 Rays Per Pixel", Lower Results Are Better "Ubuntu 20.04 Daily",10.017,9.994,10.054 "Pop_OS 19.10",9.885,9.96,9.923 "Fedora Workstation 31",10.029,10.049,10.094 "CentOS 8",10.039,10.066,10.071 "Debian 10.3",9.957,10.071,10.04 "Ubuntu 18.04.3 LTS",12.292,12.388,12.36 "Chaos Group V-RAY 4.10.07 - Mode: CPU", Higher Results Are Better "Ubuntu 20.04 Daily",76583,79079,77140 "Pop_OS 19.10",77762,77896,76971 "Fedora Workstation 31",77916,78150,77409 "CentOS 8",79414,78488,78997 "Debian 10.3",77341,80719,78638 "Ubuntu 18.04.3 LTS",79028,77932,77751 "SVT-HEVC 1.4.1 - 1080p 8-bit YUV To HEVC Video Encode", Higher Results Are Better "Ubuntu 20.04 Daily",203.46,205.55,208.04 "Pop_OS 19.10",209.06,205.55,203.05 "Fedora Workstation 31",215.98,209.94,211.04 "CentOS 8",215.21,215.05,213.6 "Debian 10.3",191.69,196.59,188.98 "Ubuntu 18.04.3 LTS",207.04,205.41,196.59 "Blender 2.81 - Blend File: BMW27 - Compute: CPU-Only", Lower Results Are Better "Ubuntu 20.04 Daily",32.57,32.61,32.64 "Pop_OS 19.10",32.54,32.51,32.37 "Fedora Workstation 31",32.72,32.45,33.02 "CentOS 8",32.19,32.35,32.22 "Debian 10.3",32.18,32.14,32.05 "Ubuntu 18.04.3 LTS",32.52,32.67,32.98 "Blender 2.81 - Blend File: Classroom - Compute: CPU-Only", Lower Results Are Better "Ubuntu 20.04 Daily",78.88,77.79,78.35 "Pop_OS 19.10",78.02,77.49,78.24 "Fedora Workstation 31",78.17,78.63,78.71 "CentOS 8",78.11,78.41,77.99 "Debian 10.3",77.55,77.33,77.61 "Ubuntu 18.04.3 LTS",77.66,78.5,78.42 "Blender 2.81 - Blend File: Fishy Cat - Compute: CPU-Only", Lower Results Are Better "Ubuntu 20.04 Daily",51.47,51.4,51.65 "Pop_OS 19.10",50.78,51.08,51.03 "Fedora Workstation 31",52.06,51.98,52.26 "CentOS 8",50.87,50.62,50.99 "Debian 10.3",50.94,50.81,50.43 "Ubuntu 18.04.3 LTS",51.83,51.39,51.55 "Blender 2.81 - Blend File: Barbershop - Compute: CPU-Only", Lower Results Are Better "Ubuntu 20.04 Daily",126.56,126.58,126.68 "Pop_OS 19.10",125.38,125.61,125.98 "Fedora Workstation 31",127.46,127.63,128.07 "CentOS 8",123.36,124.12,123.51 "Debian 10.3",121.59,122.6,122.21 "Ubuntu 18.04.3 LTS",126.92,127.19,126.93 "Blender 2.81 - Blend File: Pabellon Barcelona - Compute: CPU-Only", Lower Results Are Better "Ubuntu 20.04 Daily",102.17,102.86,102.81 "Pop_OS 19.10",101.71,103.24,101.53 "Fedora Workstation 31",103.77,103.94,103.71 "CentOS 8",101.73,101.83,102.09 "Debian 10.3",100.54,100.61,100.46 "Ubuntu 18.04.3 LTS",103.06,103.6,102.97 "POV-Ray 3.7.0.7 - Trace Time", Lower Results Are Better "Ubuntu 20.04 Daily",8.967,8.935,8.933 "Pop_OS 19.10",9.036,8.947,8.908 "Fedora Workstation 31",8.84,8.831,8.939 "CentOS 8",8.883,8.936,8.993 "Debian 10.3",8.961,8.902,8.908 "Ubuntu 18.04.3 LTS",8.854,8.872,8.78 "Radiance Benchmark 5.0 - Test: SMP Parallel", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Ubuntu 18.04.3 LTS", "Embree 3.6.1 - Binary: Pathtracer - Model: Crown", Higher Results Are Better "Ubuntu 20.04 Daily",55.7449,55.4796,55.656 "Pop_OS 19.10",55.8227,55.8352,55.6296 "Fedora Workstation 31",55.4318,55.2741,55.1784 "CentOS 8",56.8064,56.5479,56.6283 "Debian 10.3",56.8578,56.791,56.7464 "Ubuntu 18.04.3 LTS",56.0252,55.7493,55.9293 "Embree 3.6.1 - Binary: Pathtracer ISPC - Model: Crown", Higher Results Are Better "Ubuntu 20.04 Daily",51.4515,51.5081,51.4008 "Pop_OS 19.10",51.5441,51.5481,51.4618 "Fedora Workstation 31",51.3228,51.034,51.0413 "CentOS 8",52.1138,52.0747,51.9559 "Debian 10.3",52.3939,52.2643,52.1155 "Ubuntu 18.04.3 LTS",51.6203,51.625,51.6698 "Intel Open Image Denoise 1.0.0 - Scene: Memorial", Higher Results Are Better "Ubuntu 20.04 Daily",27.912844932981,27.988233746533,27.984709154918 "Pop_OS 19.10",28.113815972583,28.059621082877,27.981576929749 "Fedora Workstation 31",27.97054142577,28.092018214865,27.996774771546 "CentOS 8",29.018478967406,28.958479332333,29.027744718402 "Debian 10.3",27.590849770582,27.76782763954,27.556939526296 "Ubuntu 18.04.3 LTS",28.224907351742,28.145229383619,28.127338084978 "IndigoBench 4.0.64 - Scene: Bedroom", Higher Results Are Better "Ubuntu 20.04 Daily",5.962,5.962,5.919 "Pop_OS 19.10",5.968,5.947,5.96 "Fedora Workstation 31",5.975,5.925,5.924 "CentOS 8",6.534,6.549,6.529 "Ubuntu 18.04.3 LTS",5.96,5.958,5.943 "IndigoBench 4.0.64 - Scene: Supercar", Higher Results Are Better "Ubuntu 20.04 Daily",10.344,10.346,10.3 "Pop_OS 19.10",10.337,10.325,10.35 "Fedora Workstation 31",10.359,10.463,10.423 "CentOS 8",11.666,11.661,11.581 "Ubuntu 18.04.3 LTS",10.434,10.437,10.439 "OSPray 1.8.5 - Demo: San Miguel - Renderer: SciVis", Higher Results Are Better "Ubuntu 20.04 Daily",71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571 "Pop_OS 19.10",71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571 "Fedora Workstation 31",71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571 "CentOS 8",71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571 "Debian 10.3",71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571 "Ubuntu 18.04.3 LTS",71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571,71.428571428571 "OSPray 1.8.5 - Demo: XFrog Forest - Renderer: SciVis", Higher Results Are Better "Ubuntu 20.04 Daily",14.084507042254,14.084507042254,14.084507042254,13.888888888889 "Pop_OS 19.10",14.084507042254,14.084507042254,14.084507042254,13.888888888889 "Fedora Workstation 31",14.285714285714,14.084507042254,14.084507042254 "CentOS 8",14.285714285714,14.084507042254,14.084507042254 "Debian 10.3",14.084507042254,14.084507042254,14.084507042254,14.084507042254,14.084507042254,14.084507042254,14.084507042254,14.084507042254,13.888888888889 "Ubuntu 18.04.3 LTS",14.084507042254,14.084507042254,14.084507042254,14.084507042254,14.084507042254,13.888888888889 "OSPray 1.8.5 - Demo: San Miguel - Renderer: Path Tracer", Higher Results Are Better "Ubuntu 20.04 Daily",5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7142857142857 "Pop_OS 19.10",5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7142857142857 "Fedora Workstation 31",5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7471264367816,5.7142857142857 "CentOS 8",5.8139534883721,5.7803468208092,5.7803468208092 "Debian 10.3",5.7803468208092,5.7803468208092,5.8139534883721 "Ubuntu 18.04.3 LTS",5.7803468208092,5.7803468208092,5.7471264367816 "OSPray 1.8.5 - Demo: XFrog Forest - Renderer: Path Tracer", Higher Results Are Better "Ubuntu 20.04 Daily",7.4626865671642,7.4626865671642,7.4074074074074 "Pop_OS 19.10",7.4626865671642,7.4074074074074,7.4626865671642 "Fedora Workstation 31",7.4626865671642,7.4074074074074,7.4074074074074 "CentOS 8",7.4626865671642,7.4626865671642,7.4074074074074 "Debian 10.3",7.5187969924812,7.4626865671642,7.4626865671642 "Ubuntu 18.04.3 LTS",7.4626865671642,7.4626865671642,7.4626865671642,7.4074074074074 "rays1bench 2020-01-09 - Large Scene", Higher Results Are Better "Ubuntu 20.04 Daily",315.17,316.95,316.89 "Pop_OS 19.10",316.14,316.49,317.42 "Fedora Workstation 31",322.41,322.94,321.6 "CentOS 8",312.1,311.16,311.82 "Debian 10.3",318.82,317.57,317.54 "Ubuntu 18.04.3 LTS",320.66,320.35,319.9 "Appleseed 2.0 Beta - Scene: Emily", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS", "Appleseed 2.0 Beta - Scene: Disney Material", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS", "Appleseed 2.0 Beta - Scene: Material Tester", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS", "PyPerformance 1.0.0 - Benchmark: go", Lower Results Are Better "Ubuntu 20.04 Daily",237,236,236 "Pop_OS 19.10", "Fedora Workstation 31",307,306,306 "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS",243,242,241 "PyPerformance 1.0.0 - Benchmark: 2to3", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS", "PyPerformance 1.0.0 - Benchmark: chaos", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8",164,165,165 "Debian 10.3", "Ubuntu 18.04.3 LTS", "PyPerformance 1.0.0 - Benchmark: float", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Debian 10.3",96.4,96.1,95.9 "Ubuntu 18.04.3 LTS", "PyPerformance 1.0.0 - Benchmark: nbody", Lower Results Are Better "Ubuntu 20.04 Daily",99.9,100,99.8 "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS",110,109,109 "PyPerformance 1.0.0 - Benchmark: pathlib", Lower Results Are Better "Ubuntu 20.04 Daily",16.8,16.8,16.8 "Pop_OS 19.10",16.5,16.6,16.6 "Fedora Workstation 31",20.9,20.9,21 "CentOS 8", "Debian 10.3",16.6,16.6,16.7 "Ubuntu 18.04.3 LTS",17,16.9,16.9 "PyPerformance 1.0.0 - Benchmark: raytrace", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10",444,444,446 "Fedora Workstation 31", "CentOS 8",756,756,760 "Debian 10.3", "Ubuntu 18.04.3 LTS",489,491,489 "PyPerformance 1.0.0 - Benchmark: json_loads", Lower Results Are Better "Ubuntu 20.04 Daily",22,22.1,22.1 "Pop_OS 19.10",23,23,22.9 "Fedora Workstation 31",27.2,27.1,27.4 "CentOS 8",30.4,30.4,30.3 "Debian 10.3",22.9,22.9,23 "Ubuntu 18.04.3 LTS",23.9,23.8,23.8 "PyPerformance 1.0.0 - Benchmark: crypto_pyaes", Lower Results Are Better "Ubuntu 20.04 Daily",97.4,97.4,97.8 "Pop_OS 19.10",99.2,98.8,99.2 "Fedora Workstation 31", "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS", "PyPerformance 1.0.0 - Benchmark: regex_compile", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31",228,227,227 "CentOS 8", "Debian 10.3", "Ubuntu 18.04.3 LTS", "PyPerformance 1.0.0 - Benchmark: python_startup", Lower Results Are Better "Ubuntu 20.04 Daily",12.3,12.3,12.3 "Pop_OS 19.10",12.3,12.3,12.3 "Fedora Workstation 31",9.71,9.72,9.73 "CentOS 8",9.67,9.67,9.67 "Debian 10.3", "Ubuntu 18.04.3 LTS",14.6,14.6,14.6 "PyPerformance 1.0.0 - Benchmark: django_template", Lower Results Are Better "Ubuntu 20.04 Daily",51.4,51.4,51.4 "Pop_OS 19.10",51.1,51.2,51.2 "Fedora Workstation 31",70.1,70.1,70.1 "CentOS 8",96.1,96,96.2 "Debian 10.3",48.6,48.7,48.7 "Ubuntu 18.04.3 LTS",64.1,64,63.8 "PyPerformance 1.0.0 - Benchmark: pickle_pure_python", Lower Results Are Better "Ubuntu 20.04 Daily", "Pop_OS 19.10", "Fedora Workstation 31", "CentOS 8", "Debian 10.3",416,417,417 "Ubuntu 18.04.3 LTS",457,460,460 "PHPBench 0.8.1 - PHP Benchmark Suite", Higher Results Are Better "Ubuntu 20.04 Daily",632487,635504,641252 "Pop_OS 19.10",638340,641540,643036 "Fedora Workstation 31",634021,634034,639749 "CentOS 8",602844,595099,598265 "Debian 10.3",641087,642067,641010 "Ubuntu 18.04.3 LTS",594055,601150,606198 "SQLite Speedtest 3.30 - Timed Time - Size 1,000", Lower Results Are Better "Ubuntu 20.04 Daily",60.866,61.095,60.867 "Pop_OS 19.10",60.841,60.6,60.443 "Fedora Workstation 31",60.25,59.849,59.732 "CentOS 8",60.938,61.196,61.012 "Debian 10.3",59.32,59.444,59.481 "Ubuntu 18.04.3 LTS",64.747,63.882,64.137 "PyBench 2018-02-16 - Total For Average Test Times", Lower Results Are Better "Ubuntu 20.04 Daily",1001,1001,999 "Pop_OS 19.10",979,965,971 "Fedora Workstation 31",1343,1327,1327 "CentOS 8",1387,1375,1379 "Debian 10.3",967,969,962 "Ubuntu 18.04.3 LTS",1020,1015,1008