Windows 10 vs. Ubuntu 18.04 - NVIDIA + AMD Radeon GPUs, "Dota 2 - Resolution: 1920 x 1080 - Renderer: OpenGL", Higher Results Are Better "Windows 10: GTX 1060",81.6,80.4,80 "Windows 10: GTX 1080 Ti",99.4,95.2,96.9 "Windows 10: RX 580",71.3,71.3,71.7 "Windows 10: RX Vega 64",99.1,97.6,96.7 "Ubuntu 18.04: GTX 1060",119.7,133,130.9,129.9,133.3,131.8 "Ubuntu 18.04: GTX 1080 Ti",129.5,132.3,133.5 "Ubuntu 18.04: RX 580",122.1,133.6,132.8,132.9,132.9,131.5 "Ubuntu 18.04: RX Vega 64",121.4,134,132.4,133,132.9,132 "Dota 2 - Resolution: 1920 x 1080 - Renderer: Vulkan", Higher Results Are Better "Windows 10: GTX 1060",80.3,79.4,79.3 "Windows 10: GTX 1080 Ti",96.2,96.4,95.1 "Windows 10: RX 580",72,71.7,71.5 "Windows 10: RX Vega 64",98.4,98.9,96.2 "Ubuntu 18.04: GTX 1060",113.3,127.4,127.8,127.5,127.8,127.9 "Ubuntu 18.04: GTX 1080 Ti",116.8,128.6,128.2,126.9,128.1,128.4 "Ubuntu 18.04: RX 580",107.9,124.2,124.6,125,124.5,123.9 "Ubuntu 18.04: RX Vega 64",123.8,123.6,124.2 "Dota 2 - Resolution: 3840 x 2160 - Renderer: OpenGL", Higher Results Are Better "Windows 10: GTX 1060",80,79.6,79.7 "Windows 10: GTX 1080 Ti",94.9,99.6,96 "Windows 10: RX 580",71.8,71.8,71.6 "Windows 10: RX Vega 64",96.1,98.1,97.9 "Ubuntu 18.04: GTX 1060",71.9,71.7,71.7 "Ubuntu 18.04: GTX 1080 Ti",128.4,128.4,129.1 "Ubuntu 18.04: RX 580",73.7,73.7,73.3 "Ubuntu 18.04: RX Vega 64",98.8,98.7,98.5 "Dota 2 - Resolution: 3840 x 2160 - Renderer: Vulkan", Higher Results Are Better "Windows 10: GTX 1060",80.2,79.9,79.3 "Windows 10: GTX 1080 Ti",96.7,94.8,95.1 "Windows 10: RX 580",71.9,71.9,71.7 "Windows 10: RX Vega 64",97.7,97.1,98.5 "Ubuntu 18.04: GTX 1060",80.6,80.6,80.5 "Ubuntu 18.04: GTX 1080 Ti",125.9,126.9,126.4 "Ubuntu 18.04: RX 580",76.6,78,77.7 "Ubuntu 18.04: RX Vega 64",83.7,95.7,95.5,95.4,94.9,94.5 "OpenArena 0.8.8 - Resolution: 1920 x 1080", Higher Results Are Better "Windows 10: GTX 1060",380,381,376.4 "Windows 10: GTX 1080 Ti",392.7,391,402 "Windows 10: RX 580",248.9,249.7,249.5 "Windows 10: RX Vega 64",259.7,258.8,261.5 "Ubuntu 18.04: GTX 1060",544.7,548.4,535.9 "Ubuntu 18.04: GTX 1080 Ti",593.6,588,594 "Ubuntu 18.04: RX 580",375.2,376.6,377.3 "Ubuntu 18.04: RX Vega 64",372.1,373.6,367.4 "OpenArena 0.8.8 - Resolution: 1920 x 1080 - Total Frame Time", Lower Results Are Better "Windows 10: GTX 1060", "Windows 10: GTX 1080 Ti", "Windows 10: RX 580", "Windows 10: RX Vega 64", "Ubuntu 18.04: GTX 1060", "Ubuntu 18.04: GTX 1080 Ti", "Ubuntu 18.04: RX 580", "Ubuntu 18.04: RX Vega 64", "Portal - Resolution: 1920 x 1080", Higher Results Are Better "Windows 10: GTX 1060",690.85,686.51,685.79 "Windows 10: GTX 1080 Ti",1239.06,1055.87,1131.6,1129.29,1069.5,1078.21 "Windows 10: RX 580",932.76,924,928.79 "Windows 10: RX Vega 64",1099.18,1117.79,1117.22 "Ubuntu 18.04: GTX 1060",636.78,654.81,629.71 "Ubuntu 18.04: GTX 1080 Ti",1236.93,1215.96,1213.92 "Ubuntu 18.04: RX 580",848.02,851.41,851.23 "Ubuntu 18.04: RX Vega 64",1106.17,1097.24,1105.23 "Portal - Resolution: 3840 x 2160", Higher Results Are Better "Windows 10: GTX 1060",267.21,267.38,266.91 "Windows 10: GTX 1080 Ti",568.38,571.35,566.76 "Windows 10: RX 580",325.39,324.7,324.55 "Windows 10: RX Vega 64",546.34,544.68,544.58 "Ubuntu 18.04: GTX 1060",247.58,247.18,247.79 "Ubuntu 18.04: GTX 1080 Ti",559.61,559.41,558.27 "Ubuntu 18.04: RX 580",298.37,297.41,297.79 "Ubuntu 18.04: RX Vega 64",479.78,478.63,478.86 "Unigine Heaven 4.0 - Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL", Higher Results Are Better "Windows 10: GTX 1060",96.2402,97.1867,97.0276 "Windows 10: GTX 1080 Ti",191.835,190.525,190.821 "Windows 10: RX 580",73.2805,73.7714,73.7947 "Windows 10: RX Vega 64",114.786,114.336,114.373 "Ubuntu 18.04: GTX 1060",95.3146,95.4953,95.5506 "Ubuntu 18.04: GTX 1080 Ti",190.126,190.938,190.744 "Ubuntu 18.04: RX 580",80.7872,80.9977,80.9242 "Ubuntu 18.04: RX Vega 64",125.505,124.854,125.506 "Unigine Heaven 4.0 - Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL", Higher Results Are Better "Windows 10: GTX 1060",20.3024,20.2938,20.2984 "Windows 10: GTX 1080 Ti",45.5851,45.3787,45.3733 "Windows 10: RX 580",16.7831,16.7744,16.7694 "Windows 10: RX Vega 64",30.1987,30.1555,30.0986 "Ubuntu 18.04: GTX 1060",20.8642,20.8526,20.8445 "Ubuntu 18.04: GTX 1080 Ti",49.7362,49.7031,49.5823 "Ubuntu 18.04: RX 580",18.068,18.052,18.0531 "Ubuntu 18.04: RX Vega 64",29.2488,29.2157,29.0246 "Xonotic 0.8.2 - Resolution: 3840 x 2160 - Effects Quality: Low", Higher Results Are Better "Windows 10: GTX 1060",357.5681285,357.4829932,356.6701734 "Windows 10: GTX 1080 Ti",357.8237777,351.5285303,357.9334537 "Windows 10: RX 580",304.9116598,307.3548764,305.7009889 "Windows 10: RX Vega 64",306.7807,308.5731063,307.2111309 "Ubuntu 18.04: GTX 1060",433.9966298,438.4356484,440.7130101 "Ubuntu 18.04: GTX 1080 Ti",438.0784108,436.5789155,441.7275574 "Ubuntu 18.04: RX 580",378.268275,381.440451,382.7448118 "Ubuntu 18.04: RX Vega 64",385.2370471,388.5827103,387.3308317 "Xonotic 0.8.2 - Resolution: 3840 x 2160 - Effects Quality: High", Higher Results Are Better "Windows 10: GTX 1060",313.1517788,313.5347991,314.8969319 "Windows 10: GTX 1080 Ti",325.6995878,327.6593091,329.7565261 "Windows 10: RX 580",257.9457602,261.6315252,261.9510493 "Windows 10: RX Vega 64",255.9668777,254.2577898,257.3142367 "Ubuntu 18.04: GTX 1060",262.659611,262.4874594,262.6033286 "Ubuntu 18.04: GTX 1080 Ti",380.8880053,382.0805188,382.080701 "Ubuntu 18.04: RX 580",306.6844619,306.7957377,307.3844863 "Ubuntu 18.04: RX Vega 64",331.8114942,332.2596196,333.6996393 "Xonotic 0.8.2 - Resolution: 3840 x 2160 - Effects Quality: Ultra", Higher Results Are Better "Windows 10: GTX 1060",272.300956,273.2851422,274.8574716 "Windows 10: GTX 1080 Ti",295.0175439,300.5003574,299.865902 "Windows 10: RX 580",227.7159076,228.051903,230.6392504 "Windows 10: RX Vega 64",222.9008929,223.2607541,223.2987019 "Ubuntu 18.04: GTX 1060",190.5391154,191.5006874,191.3213166 "Ubuntu 18.04: GTX 1080 Ti",330.1155094,331.875245,335.8172344 "Ubuntu 18.04: RX 580",266.0287032,267.3710199,268.1221758 "Ubuntu 18.04: RX Vega 64",298.9871921,300.4068346,302.1070181 "Xonotic 0.8.2 - Resolution: 3840 x 2160 - Effects Quality: Ultimate", Higher Results Are Better "Windows 10: GTX 1060",200.5993167,201.7080894,200.9598654 "Windows 10: GTX 1080 Ti",240.0310602,236.4986499,239.7080625 "Windows 10: RX 580",158.9606304,164.9325989,169.1777735 "Windows 10: RX Vega 64",161.2037364,168.7269225,167.072027 "Ubuntu 18.04: GTX 1060",131.7195319,131.8771503,131.9310903 "Ubuntu 18.04: GTX 1080 Ti",252.9441628,248.7820784,257.0018598 "Ubuntu 18.04: RX 580",203.9807376,204.9745747,204.1063705 "Ubuntu 18.04: RX Vega 64",245.1258396,247.4634802,246.5093372 "X-Plane 11 - Quality: Low - Resolution: 1920 x 1080", Higher Results Are Better "Windows 10: GTX 1060", "Windows 10: GTX 1080 Ti", "Windows 10: RX 580", "Windows 10: RX Vega 64", "Ubuntu 18.04: GTX 1060", "Ubuntu 18.04: GTX 1080 Ti", "Ubuntu 18.04: RX 580", "Ubuntu 18.04: RX Vega 64", "X-Plane 11 - Quality: Medium - Resolution: 1920 x 1080", Higher Results Are Better "Windows 10: GTX 1060", "Windows 10: GTX 1080 Ti", "Windows 10: RX 580", "Windows 10: RX Vega 64", "Ubuntu 18.04: GTX 1060", "Ubuntu 18.04: GTX 1080 Ti", "Ubuntu 18.04: RX 580", "Ubuntu 18.04: RX Vega 64", "X-Plane 11 - Quality: Very High - Resolution: 1920 x 1080", Higher Results Are Better "Windows 10: GTX 1060", "Windows 10: GTX 1080 Ti", "Windows 10: RX 580", "Windows 10: RX Vega 64", "Ubuntu 18.04: GTX 1060", "Ubuntu 18.04: GTX 1080 Ti", "Ubuntu 18.04: RX 580", "Ubuntu 18.04: RX Vega 64", "X-Plane 11 - Quality: Very High CPU - Resolution: 1920 x 1080", Higher Results Are Better "Windows 10: GTX 1060", "Windows 10: GTX 1080 Ti", "Windows 10: RX 580", "Windows 10: RX Vega 64", "Ubuntu 18.04: GTX 1060", "Ubuntu 18.04: GTX 1080 Ti", "Ubuntu 18.04: RX 580", "Ubuntu 18.04: RX Vega 64", "X-Plane 11 - Quality: Very High GPU - Resolution: 1920 x 1080", Higher Results Are Better "Windows 10: GTX 1060", "Windows 10: GTX 1080 Ti", "Windows 10: RX 580", "Windows 10: RX Vega 64", "Ubuntu 18.04: GTX 1060", "Ubuntu 18.04: GTX 1080 Ti", "Ubuntu 18.04: RX 580", "Ubuntu 18.04: RX Vega 64", "Java 2D Microbenchmark 1.0 - Rendering Test: Text Rendering", Higher Results Are Better "Windows 10: GTX 1060",15133.275408924,14857.945713107,14937.539203528,14847.805620155 "Windows 10: GTX 1080 Ti",15456.227523159,14932.38786458,15381.952704809,15533.531540408 "Windows 10: RX 580",13745.812824245,14171.97882808,14044.459365446,14172.234313141 "Windows 10: RX Vega 64",14096.800558707,9182.1500058204,9172.8468587046,14228.391794115,14292.190410854,14270.843856035,14246.425818878,14252.677124544 "Ubuntu 18.04: GTX 1060",32045.670005888,31367.7973413,31779.743621085,31828.114591469 "Ubuntu 18.04: GTX 1080 Ti",31516.103669725,32160.331833621,31724.865725073,31566.664058529 "Ubuntu 18.04: RX 580",29812.919982966,29827.114060297,29855.908576556,29775.435121946 "Ubuntu 18.04: RX Vega 64",28928.28573028,29587.171117936,29658.693815684,29706.440747196 "Java 2D Microbenchmark 1.0 - Rendering Test: Image Rendering", Higher Results Are Better "Windows 10: GTX 1060",7120586.4856973,7141901.1709897,7134438.9087666,7105881.5959309 "Windows 10: GTX 1080 Ti",14025805.225143,14040913.808611,14030407.099474,14021902.536126 "Windows 10: RX 580",5451206.9504898,5480121.117221,5454730.8321908,5444658.5893017 "Windows 10: RX Vega 64",378896.34655807,7419278.3303227,7385473.592839,7355651.1042924,377922.86114206,7372688.0636803,7435227.8783353,7328225.1030532 "Ubuntu 18.04: GTX 1060",15701328.995539,15682777.369912,15704475.756913,15685893.018867 "Ubuntu 18.04: GTX 1080 Ti",24767614.000322,24670201.186901,24547865.957844,25026316.571098 "Ubuntu 18.04: RX 580",10906899.43076,10937288.423372,10927187.098049,10938727.702369 "Ubuntu 18.04: RX Vega 64",11312425.288007,11592428.393058,11429548.390273,11831210.065272 "Java 2D Microbenchmark 1.0 - Rendering Test: Vector Graphics Rendering", Higher Results Are Better "Windows 10: GTX 1060",3135629.8832076,3135382.064117,3136833.0532188,3130757.1987633 "Windows 10: GTX 1080 Ti",5995284.7417743,5934443.4158972,5942083.3363861,5941171.8975383 "Windows 10: RX 580",2031752.5984383,316486.18218446,319489.35879955,2044292.9619739,2038518.4340218,2052286.7357152,2039318.7907605,318960.23616446 "Windows 10: RX Vega 64",320346.37789725,3677751.6718146,3648031.4488907,3675171.0990939,3666788.2585202,3669563.3811469,3661289.4658391,3673718.9320271 "Ubuntu 18.04: GTX 1060",6667335.883468,6670749.9266909,6668243.4243997,6677507.6978041 "Ubuntu 18.04: GTX 1080 Ti",12264122.800652,12222536.705633,12327701.003678,12322591.46867 "Ubuntu 18.04: RX 580",4533313.8521231,4505929.5905057,4538467.0129661,4519595.0158993 "Ubuntu 18.04: RX Vega 64",7983848.1650676,8024407.0510674,8027238.4996182,8039155.386423 "FAHBench 2.3.2 - ", Higher Results Are Better "Windows 10: GTX 1060",74.7629,74.8459,74.7961 "Windows 10: GTX 1080 Ti",116.0473,115.3489,115.3705 "Windows 10: RX 580",59.949,59.9966,59.9044 "Windows 10: RX Vega 64",75.7283,68.5648,68.5731,68.2928,68.5632,68.461 "Ubuntu 18.04: GTX 1060",99.6378,99.5539,99.639 "Ubuntu 18.04: GTX 1080 Ti",186.9238,186.8568,186.9348 "LuxMark 3.1 - OpenCL Device: GPU - Scene: Hotel", Higher Results Are Better "Windows 10: GTX 1060",2628,2622,2626 "Windows 10: GTX 1080 Ti",5683,5737,5740 "Windows 10: RX 580",2889,2910,2891 "Windows 10: RX Vega 64",6015,5984,5974 "Ubuntu 18.04: GTX 1060",2643,2642,2642 "Ubuntu 18.04: GTX 1080 Ti",5751,5704,5684 "LuxMark 3.1 - OpenCL Device: GPU - Scene: Microphone", Higher Results Are Better "Windows 10: GTX 1060",7022,7008,7018 "Windows 10: GTX 1080 Ti",13589,13546,13539 "Windows 10: RX 580",9781,9774,9822 "Windows 10: RX Vega 64", "Ubuntu 18.04: GTX 1060",6971,6982,6983 "Ubuntu 18.04: GTX 1080 Ti",13663,13697,13658 "LuxMark 3.1 - OpenCL Device: GPU - Scene: Luxball HDR", Higher Results Are Better "Windows 10: GTX 1060",12243,12225,12205 "Windows 10: GTX 1080 Ti",21326,21463,21113 "Windows 10: RX 580",14775,14683,14699 "Windows 10: RX Vega 64",31102,30700,30704 "Ubuntu 18.04: GTX 1060",12323,12254,12255 "Ubuntu 18.04: GTX 1080 Ti",21397,21386,21383