macOS 10.15 vs. Windows 1 vs. Ubuntu 19.10 Linux Benchmarks

Windows 10 vs. Apple macOS vs. Ubuntu Linux performance tests. Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/1910279-PTS-MACWINLI16&rdt&gru.

macOS 10.15 vs. Windows 1 vs. Ubuntu 19.10 Linux BenchmarksProcessorMotherboardMemoryDiskGraphicsMonitorChipsetAudioNetworkOSKernelCompilerFile-SystemScreen ResolutionDisplay DriverOpenCLVulkanDesktopDisplay ServerOpenGLmacOS 10.15Windows 10Ubuntu 19.10Intel Core i7 @ 2.60GHz (4 Cores / 8 Threads)Apple MacBook Pro2 x 8 GB LPDDR3-2133MHz233GBIntel HD 530 + AMD Radeon Pro 450 2GBColor LCDmacOS 10.1519.0.0 (x86_64)Clang 11.0.0 + GCC 4.2.1 + Xcode 11.1APFS2880x1800Intel Core i7-6700HQ @ 2.60GHz (4 Cores / 8 Threads)Apple Mac-A5C67F76ED83108C (262.0.0.0.0 BIOS)2 x 8192 MB 2133MHz234GB APPLE SSD SM0256LAMD Radeon Pro 450 2GBMicrosoft Windows 10 Pro Build 1836210.0 (x86_64)21.19.128.7OpenCL 2.0 AMD-APP (2117.13)1.0.24NTFSIntel Core i7-6700HQ @ 3.50GHz (4 Cores / 8 Threads)Intel Xeon E3-1200 v5/E3-150016384MB251GB APPLE SSD SM0256LAMD Radeon RX 460/560D / Pro 450/455/460/555/555X/560/560X 2GB (800/1270MHz)Cirrus Logic GenericColor LCDBroadcom BCM43602 802.11ac LAN SoCUbuntu 19.105.3.0-18-generic (x86_64)GNOME Shell 3.34.1X Server 1.20.5amdgpu 19.0.14.5 Mesa 19.2.1 (LLVM 9.0.0)GCC 9.2.1 20191008ext4OpenBenchmarking.orgEnvironment Details- macOS 10.15: XPC_FLAGS=0x0Java Details- macOS 10.15: OpenJDK Runtime Environment AdoptOpenJDK (build 11.0.4+11)- Windows 10: OpenJDK Runtime Environment (build 11.0.1-ojdkbuild+13-LTS)- Ubuntu 19.10: OpenJDK Runtime Environment (build 11.0.5-ea+10-post-Ubuntu-0ubuntu1)Python Details- macOS 10.15: Python 2.7.16 + Python 3.7.2- Windows 10: Python 3.7.1- Ubuntu 19.10: Python 2.7.17rc1 + Python 3.7.5rc1Security Details- Windows 10: __user pointer sanitization: Disabled + IBPB: Always + IBRS: Enabled + STIBP: Enabled + KPTI Enabled: Yes + PTE Inversion: Yes- Ubuntu 19.10: l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling Compiler Details- Ubuntu 19.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Ubuntu 19.10: Scaling Governor: intel_pstate powersaveGraphics Details- Ubuntu 19.10: GLAMOR

macOS 10.15 vs. Windows 1 vs. Ubuntu 19.10 Linux Benchmarksospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerospray: Magnetic Reconnection - Path Tracerneatbench: CPUparaview: Many Spheres - 1920 x 1080paraview: Many Spheres - 2880 x 1800paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 2880 x 1800paraview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 2880 x 1800dota2: 2880 x 1800 - OpenGLdota2: 2880 x 1800 - Vulkanxonotic: 2880 x 1800 - Lowxonotic: 2880 x 1800 - Highxonotic: 2880 x 1800 - Ultraxonotic: 2880 x 1800 - Ultimateselenium: Octane - Firefoxselenium: Octane - Google Chromeoidn: Memorialgraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spacejava-scimark2: Compositejava-scimark2: Monte Carlojava-scimark2: Fast Fourier Transformjava-scimark2: Sparse Matrix Multiplyjava-scimark2: Dense LU Matrix Factorizationjava-scimark2: Jacobi Successive Over-Relaxationparaview: Many Spheres - 1920 x 1080paraview: Many Spheres - 2880 x 1800paraview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 2880 x 1800compress-7zip: Compress Speed Testparaview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 2880 x 1800selenium: Basemark - Firefoxselenium: Basemark - Google Chromeselenium: Speedometer - Firefoxselenium: Speedometer - Google Chromeselenium: WebXPRT - Firefoxselenium: Jetstream - Firefoxselenium: CanvasMark - Firefoxselenium: MotionMark - Firefoxselenium: WebXPRT - Google Chromeselenium: Jetstream - Google Chromeselenium: CanvasMark - Google Chromeselenium: MotionMark - Google Chromephpbench: PHP Benchmark Suitej2dbench: Text Renderingj2dbench: Image Renderingj2dbench: All Rendering Testsj2dbench: Vector Graphics Renderingnamd: ATPase Simulation - 327,506 Atomspybench: Total For Average Test Timesselenium: ARES-6 - Firefoxselenium: ARES-6 - Google Chromerenaissance: Apache Spark ALSrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treedacapobench: H2dacapobench: Jythondacapobench: Tradesoapdacapobench: Tradebeansgo-benchmark: httpgo-benchmark: jsongo-benchmark: buildgo-benchmark: garbagec-ray: Total Time - 4K, 16 Rays Per Pixelcompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19appleseed: Emilyappleseed: Disney Materialappleseed: Material Testergit: Time To Complete Common Git CommandsmacOS 10.15Windows 10Ubuntu 19.105.660.900.456.620.485.281.3373.265.093.493.4125.2117.7141.3724.7220.7327.0790.8466.7134.8633.0829186293582.7932545121887251301826.12805.441230.281813.274022.851258.74350.24341.98431.09257.6218032403.32283.42532.97522.4069.7769.60218175.861053063.26218174.521005958.9341348820278.22839481.21610241.19545181.445.33874195061.0860.729309.8210786.3319497.2035488.349063.4416259.15411061601410355682185411846132296422740542981026286.0177.5057.471068.39532.69547.378.615.640.840.466.930.465.361.2871.435.113.043.0557.8659.1951.7251.6328.2028.23185.13161.14143.12113.1326955356733.021022032262197541981944.61781.261216.121817.154668.541239.97304.90305.33539.03538.0718435925.73947.02408.37686.8174.1585.90177160.9410445174.40157164.7011603170.9726795210171.94874930.71613540.18455945.566.64869179672.8927.2810595.699871.0020852.1933660.0412159.0522376.43394961401246149041212715753894374559731933288815249.4570.0048.061191.80689.54642.1513.675.940.910.466.650.485.311.3376.925.914.565.3548.4928.0645.3726.9826.6327.27236.66121.2994.9068.9724747281542.981385424569322894942080.76851.671323.661868.125022.191338.17457.65536.19472.81281.1717197775.87448.98421.06587.9457.2771.43171145.31798323.62142135.3413001235.5459043417879.823686009.772009133.791421206.594.64844118079.0236.698164.959754.4127823.4332794.107592.6714720.3942685324101824828884113619933228083107542930409207.7875.5655.911117.08619.25593.416.46OpenBenchmarking.org

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVismacOS 10.15Windows 10Ubuntu 19.101.33652.6734.00955.3466.6825SE +/- 0.09, N = 5SE +/- 0.01, N = 3SE +/- 0.01, N = 45.665.645.94MIN: 4.83 / MAX: 5.95MIN: 5.49 / MAX: 5.68MIN: 5.65 / MAX: 6.02

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVismacOS 10.15Windows 10Ubuntu 19.100.20480.40960.61440.81921.024SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 30.900.840.91MIN: 0.82 / MAX: 0.93MIN: 0.76 / MAX: 0.94MIN: 0.9 / MAX: 0.93

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracermacOS 10.15Windows 10Ubuntu 19.100.10350.2070.31050.4140.5175SE +/- 0.00, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 30.450.460.46MIN: 0.41 / MAX: 0.46MIN: 0.42 / MAX: 0.49MAX: 0.47

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVismacOS 10.15Windows 10Ubuntu 19.10246810SE +/- 0.06, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 36.626.936.65MIN: 5.65 / MAX: 7.35MIN: 5.85 / MAX: 7.04MIN: 6.49 / MAX: 6.85

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracermacOS 10.15Windows 10Ubuntu 19.100.1080.2160.3240.4320.54SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 30.480.460.48MIN: 0.44 / MAX: 0.54MIN: 0.42 / MAX: 0.49MIN: 0.47 / MAX: 0.49

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVismacOS 10.15Windows 10Ubuntu 19.101.2062.4123.6184.8246.03SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 35.285.365.31MIN: 4.83 / MAX: 5.92MIN: 4.08 / MAX: 5.49MIN: 5.15 / MAX: 5.38

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracermacOS 10.15Windows 10Ubuntu 19.100.29930.59860.89791.19721.4965SE +/- 0.00, N = 3SE +/- 0.01, N = 12SE +/- 0.00, N = 111.331.281.33MIN: 1.21 / MAX: 1.36MIN: 1.13 / MAX: 1.44MIN: 1.3 / MAX: 1.36

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracermacOS 10.15Windows 10Ubuntu 19.1020406080100SE +/- 0.69, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 1273.2671.4376.92MIN: 55.56 / MAX: 83.33MIN: 62.5 / MAX: 83.33MIN: 62.5 / MAX: 83.33

NeatBench

Acceleration: CPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUmacOS 10.15Windows 10Ubuntu 19.101.32982.65963.98945.31926.649SE +/- 0.28, N = 16SE +/- 0.29, N = 16SE +/- 0.03, N = 35.095.115.91

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Many Spheres - Resolution: 1920 x 1080macOS 10.15Windows 10Ubuntu 19.101.0262.0523.0784.1045.13SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.29, N = 123.493.044.56

ParaView

Test: Many Spheres - Resolution: 2880 x 1800

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Many Spheres - Resolution: 2880 x 1800macOS 10.15Windows 10Ubuntu 19.101.20382.40763.61144.81526.019SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 33.413.055.35

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080macOS 10.15Windows 10Ubuntu 19.101326395265SE +/- 0.03, N = 3SE +/- 0.71, N = 15SE +/- 0.45, N = 325.2157.8648.49

ParaView

Test: Wavelet Volume - Resolution: 2880 x 1800

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 2880 x 1800macOS 10.15Windows 10Ubuntu 19.101326395265SE +/- 0.13, N = 3SE +/- 0.39, N = 3SE +/- 0.09, N = 317.7159.1928.06

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080macOS 10.15Windows 10Ubuntu 19.101224364860SE +/- 0.55, N = 15SE +/- 0.03, N = 3SE +/- 0.06, N = 341.3751.7245.37

ParaView

Test: Wavelet Contour - Resolution: 2880 x 1800

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 2880 x 1800macOS 10.15Windows 10Ubuntu 19.101224364860SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 324.7251.6326.98

Dota 2

Resolution: 2880 x 1800 - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterDota 2Resolution: 2880 x 1800 - Renderer: OpenGLmacOS 10.15Windows 10Ubuntu 19.10714212835SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 320.7328.2026.63MIN: 20.6 / MAX: 20.8MIN: 26.6 / MAX: 26.7

Dota 2

Resolution: 2880 x 1800 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second, More Is BetterDota 2Resolution: 2880 x 1800 - Renderer: VulkanmacOS 10.15Windows 10Ubuntu 19.10714212835SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 327.0728.2327.27MIN: 26.9 / MAX: 27.4MIN: 28.2 / MAX: 28.3MIN: 27.2 / MAX: 27.3

Xonotic

Resolution: 2880 x 1800 - Effects Quality: Low

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 2880 x 1800 - Effects Quality: LowmacOS 10.15Windows 10Ubuntu 19.1050100150200250SE +/- 0.08, N = 3SE +/- 1.12, N = 3SE +/- 0.54, N = 390.84185.13236.66MIN: 37 / MAX: 438MIN: 105 / MAX: 345MIN: 144 / MAX: 401

Xonotic

Resolution: 2880 x 1800 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 2880 x 1800 - Effects Quality: HighmacOS 10.15Windows 10Ubuntu 19.104080120160200SE +/- 0.23, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 366.71161.14121.29MIN: 19 / MAX: 336MIN: 108 / MAX: 306MIN: 68 / MAX: 158

Xonotic

Resolution: 2880 x 1800 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 2880 x 1800 - Effects Quality: UltramacOS 10.15Windows 10Ubuntu 19.10306090120150SE +/- 0.02, N = 3SE +/- 0.39, N = 3SE +/- 0.11, N = 334.86143.1294.90MIN: 10 / MAX: 288MIN: 85 / MAX: 272MIN: 49 / MAX: 138

Xonotic

Resolution: 2880 x 1800 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 2880 x 1800 - Effects Quality: UltimatemacOS 10.15Windows 10Ubuntu 19.10306090120150SE +/- 0.04, N = 3SE +/- 0.35, N = 3SE +/- 0.05, N = 333.08113.1368.97MIN: 10 / MAX: 235MIN: 12 / MAX: 256MIN: 27 / MAX: 115

Selenium

Benchmark: Octane - Browser: Firefox

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxmacOS 10.15Windows 10Ubuntu 19.106K12K18K24K30KSE +/- 112.65, N = 3SE +/- 348.15, N = 5SE +/- 171.34, N = 32918626955247471. firefox 69.0.3

Selenium

Benchmark: Octane - Browser: Google Chrome

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromemacOS 10.15Windows 10Ubuntu 19.108K16K24K32K40KSE +/- 72.59, N = 3SE +/- 120.60, N = 3SE +/- 41.84, N = 32935835673281541. chrome 77.0.3865.120

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: MemorialmacOS 10.15Windows 10Ubuntu 19.100.67951.3592.03852.7183.3975SE +/- 0.03, N = 11SE +/- 0.00, N = 3SE +/- 0.00, N = 32.793.022.98

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SwirlmacOS 10.15Windows 10Ubuntu 19.1030609012015032102138-lwebp -lwebpmux -ltiff -llzma -lbz2 -lxml2-fopenmp -pthread -lXext -lSM -lICE -lX111. (CC) gcc options: -O2 -ljpeg -lz -lm -lpthread

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotatemacOS 10.15Windows 10Ubuntu 19.10120240360480600SE +/- 5.55, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3545203542-lwebp -lwebpmux -ltiff -llzma -lbz2 -lxml2-fopenmp -pthread -lXext -lSM -lICE -lX111. (CC) gcc options: -O2 -ljpeg -lz -lm -lpthread

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenmacOS 10.15Windows 10Ubuntu 19.101020304050122245-lwebp -lwebpmux -ltiff -llzma -lbz2 -lxml2-fopenmp -pthread -lXext -lSM -lICE -lX111. (CC) gcc options: -O2 -ljpeg -lz -lm -lpthread

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedmacOS 10.15Windows 10Ubuntu 19.101530456075186269-lwebp -lwebpmux -ltiff -llzma -lbz2 -lxml2-fopenmp -pthread -lXext -lSM -lICE -lX111. (CC) gcc options: -O2 -ljpeg -lz -lm -lpthread

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingmacOS 10.15Windows 10Ubuntu 19.107014021028035087197322-lwebp -lwebpmux -ltiff -llzma -lbz2 -lxml2-fopenmp -pthread -lXext -lSM -lICE -lX111. (CC) gcc options: -O2 -ljpeg -lz -lm -lpthread

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianmacOS 10.15Windows 10Ubuntu 19.1020406080100255489-lwebp -lwebpmux -ltiff -llzma -lbz2 -lxml2-fopenmp -pthread -lXext -lSM -lICE -lX111. (CC) gcc options: -O2 -ljpeg -lz -lm -lpthread

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpacemacOS 10.15Windows 10Ubuntu 19.10110220330440550SE +/- 0.67, N = 3SE +/- 0.58, N = 3130198494-lwebp -lwebpmux -ltiff -llzma -lbz2 -lxml2-fopenmp -pthread -lXext -lSM -lICE -lX111. (CC) gcc options: -O2 -ljpeg -lz -lm -lpthread

Java SciMark

Computational Test: Composite

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.0Computational Test: CompositemacOS 10.15Windows 10Ubuntu 19.10400800120016002000SE +/- 12.65, N = 4SE +/- 8.43, N = 4SE +/- 3.17, N = 41826.121944.612080.76

Java SciMark

Computational Test: Monte Carlo

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.0Computational Test: Monte CarlomacOS 10.15Windows 10Ubuntu 19.102004006008001000SE +/- 6.59, N = 4SE +/- 0.21, N = 4SE +/- 0.32, N = 4805.44781.26851.67

Java SciMark

Computational Test: Fast Fourier Transform

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.0Computational Test: Fast Fourier TransformmacOS 10.15Windows 10Ubuntu 19.1030060090012001500SE +/- 6.26, N = 4SE +/- 8.89, N = 4SE +/- 7.71, N = 41230.281216.121323.66

Java SciMark

Computational Test: Sparse Matrix Multiply

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.0Computational Test: Sparse Matrix MultiplymacOS 10.15Windows 10Ubuntu 19.10400800120016002000SE +/- 24.43, N = 4SE +/- 3.17, N = 4SE +/- 1.34, N = 41813.271817.151868.12

Java SciMark

Computational Test: Dense LU Matrix Factorization

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.0Computational Test: Dense LU Matrix FactorizationmacOS 10.15Windows 10Ubuntu 19.1011002200330044005500SE +/- 67.05, N = 4SE +/- 34.11, N = 4SE +/- 21.34, N = 44022.854668.545022.19

Java SciMark

Computational Test: Jacobi Successive Over-Relaxation

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.0Computational Test: Jacobi Successive Over-RelaxationmacOS 10.15Windows 10Ubuntu 19.1030060090012001500SE +/- 2.09, N = 4SE +/- 5.67, N = 4SE +/- 1.79, N = 41258.741239.971338.17

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Many Spheres - Resolution: 1920 x 1080macOS 10.15Windows 10Ubuntu 19.10100200300400500SE +/- 0.55, N = 3SE +/- 0.33, N = 3SE +/- 28.73, N = 12350.24304.90457.65

ParaView

Test: Many Spheres - Resolution: 2880 x 1800

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Many Spheres - Resolution: 2880 x 1800macOS 10.15Windows 10Ubuntu 19.10120240360480600SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 3.44, N = 3341.98305.33536.19

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080macOS 10.15Windows 10Ubuntu 19.10120240360480600SE +/- 5.71, N = 15SE +/- 0.32, N = 3SE +/- 0.64, N = 3431.09539.03472.81

ParaView

Test: Wavelet Contour - Resolution: 2880 x 1800

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 2880 x 1800macOS 10.15Windows 10Ubuntu 19.10120240360480600SE +/- 0.30, N = 3SE +/- 0.85, N = 3SE +/- 0.07, N = 3257.62538.07281.17

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestmacOS 10.15Windows 10Ubuntu 19.104K8K12K16K20KSE +/- 271.32, N = 15SE +/- 48.76, N = 3SE +/- 105.04, N = 31803218435171971. (CXX) g++ options: -pipe -lpthread

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080macOS 10.15Windows 10Ubuntu 19.102004006008001000SE +/- 0.42, N = 3SE +/- 11.33, N = 15SE +/- 7.19, N = 3403.32925.73775.87

ParaView

Test: Wavelet Volume - Resolution: 2880 x 1800

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 2880 x 1800macOS 10.15Windows 10Ubuntu 19.102004006008001000SE +/- 2.18, N = 3SE +/- 6.23, N = 3SE +/- 1.41, N = 3283.42947.02448.98

Selenium

Benchmark: Basemark - Browser: Firefox

OpenBenchmarking.orgOverall Score, More Is BetterSeleniumBenchmark: Basemark - Browser: FirefoxmacOS 10.15Windows 10Ubuntu 19.10120240360480600SE +/- 9.81, N = 3SE +/- 4.21, N = 8SE +/- 4.99, N = 12532.97408.37421.061. firefox 69.0.3

Selenium

Benchmark: Basemark - Browser: Google Chrome

OpenBenchmarking.orgOverall Score, More Is BetterSeleniumBenchmark: Basemark - Browser: Google ChromemacOS 10.15Windows 10Ubuntu 19.10150300450600750SE +/- 10.41, N = 12SE +/- 7.89, N = 12SE +/- 8.79, N = 12522.40686.81587.941. chrome 77.0.3865.120

Selenium

Benchmark: Speedometer - Browser: Firefox

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxmacOS 10.15Windows 10Ubuntu 19.101632486480SE +/- 0.57, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 369.7774.1557.271. firefox 69.0.3

Selenium

Benchmark: Speedometer - Browser: Google Chrome

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromemacOS 10.15Windows 10Ubuntu 19.1020406080100SE +/- 0.06, N = 3SE +/- 0.36, N = 3SE +/- 0.42, N = 369.6085.9071.431. chrome 77.0.3865.120

Selenium

Benchmark: WebXPRT - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: WebXPRT - Browser: FirefoxmacOS 10.15Windows 10Ubuntu 19.1050100150200250SE +/- 0.67, N = 32181771711. firefox 69.0.3

Selenium

Benchmark: Jetstream - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream - Browser: FirefoxmacOS 10.15Windows 10Ubuntu 19.104080120160200SE +/- 0.54, N = 3SE +/- 0.39, N = 3SE +/- 0.76, N = 3175.86160.94145.311. firefox 69.0.3

Selenium

Benchmark: CanvasMark - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: FirefoxmacOS 10.15Windows 10Ubuntu 19.102K4K6K8K10KSE +/- 148.11, N = 6SE +/- 30.44, N = 3SE +/- 215.05, N = 15105301044579831. firefox 69.0.3

Selenium

Benchmark: MotionMark - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: MotionMark - Browser: FirefoxmacOS 10.15Windows 10Ubuntu 19.104080120160200SE +/- 3.01, N = 7SE +/- 2.01, N = 3SE +/- 6.18, N = 963.26174.4023.621. firefox 69.0.3

Selenium

Benchmark: WebXPRT - Browser: Google Chrome

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: WebXPRT - Browser: Google ChromemacOS 10.15Windows 10Ubuntu 19.1050100150200250SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 32181571421. chrome 77.0.3865.120

Selenium

Benchmark: Jetstream - Browser: Google Chrome

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream - Browser: Google ChromemacOS 10.15Windows 10Ubuntu 19.104080120160200SE +/- 0.41, N = 3SE +/- 2.19, N = 3SE +/- 0.80, N = 3174.52164.70135.341. chrome 77.0.3865.120

Selenium

Benchmark: CanvasMark - Browser: Google Chrome

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: Google ChromemacOS 10.15Windows 10Ubuntu 19.103K6K9K12K15KSE +/- 174.60, N = 4SE +/- 135.73, N = 5SE +/- 138.90, N = 31005911603130011. chrome 77.0.3865.120

Selenium

Benchmark: MotionMark - Browser: Google Chrome

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: MotionMark - Browser: Google ChromemacOS 10.15Windows 10Ubuntu 19.1050100150200250SE +/- 1.84, N = 6SE +/- 12.38, N = 9SE +/- 1.99, N = 358.93170.97235.541. chrome 77.0.3865.120

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuitemacOS 10.15Windows 10Ubuntu 19.10130K260K390K520K650KSE +/- 6286.92, N = 3SE +/- 4122.55, N = 3SE +/- 147.14, N = 3413488267952590434

Java 2D Microbenchmark

Rendering Test: Text Rendering

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Text RenderingmacOS 10.15Windows 10Ubuntu 19.104K8K12K16K20KSE +/- 49.18, N = 4SE +/- 344.60, N = 16SE +/- 459.82, N = 1720278.2210171.9417879.82

Java 2D Microbenchmark

Rendering Test: Image Rendering

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Image RenderingmacOS 10.15Windows 10Ubuntu 19.10800K1600K2400K3200K4000KSE +/- 2194.95, N = 4SE +/- 80719.37, N = 20SE +/- 3160.26, N = 4839481.21874930.713686009.77

Java 2D Microbenchmark

Rendering Test: All Rendering Tests

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: All Rendering TestsmacOS 10.15Windows 10Ubuntu 19.10400K800K1200K1600K2000KSE +/- 1744.55, N = 4SE +/- 1423.99, N = 4SE +/- 6805.56, N = 4610241.19613540.182009133.79

Java 2D Microbenchmark

Rendering Test: Vector Graphics Rendering

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Vector Graphics RenderingmacOS 10.15Windows 10Ubuntu 19.10300K600K900K1200K1500KSE +/- 2649.10, N = 4SE +/- 1201.86, N = 4SE +/- 15321.01, N = 4545181.44455945.561421206.59

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13b1ATPase Simulation - 327,506 AtomsmacOS 10.15Windows 10Ubuntu 19.10246810SE +/- 0.07129, N = 3SE +/- 0.05774, N = 3SE +/- 0.04358, N = 125.338746.648694.64844

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesmacOS 10.15Windows 10Ubuntu 19.10400800120016002000SE +/- 3.18, N = 3SE +/- 8.67, N = 3SE +/- 0.58, N = 3195017961180

Selenium

Benchmark: ARES-6 - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxmacOS 10.15Windows 10Ubuntu 19.1020406080100SE +/- 0.24, N = 3SE +/- 0.10, N = 3SE +/- 0.28, N = 361.0872.8979.021. firefox 69.0.3

Selenium

Benchmark: ARES-6 - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromemacOS 10.15Windows 10Ubuntu 19.101428425670SE +/- 0.30, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 360.7227.2836.691. chrome 77.0.3865.120

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.9.0Test: Apache Spark ALSmacOS 10.15Windows 10Ubuntu 19.102K4K6K8K10KSE +/- 77.36, N = 40SE +/- 78.20, N = 8SE +/- 60.00, N = 409309.8210595.698164.95

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.9.0Test: Apache Spark BayesmacOS 10.15Windows 10Ubuntu 19.102K4K6K8K10KSE +/- 69.15, N = 8SE +/- 86.47, N = 8SE +/- 62.18, N = 4010786.339871.009754.41

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.9.0Test: Savina Reactors.IOmacOS 10.15Windows 10Ubuntu 19.106K12K18K24K30KSE +/- 209.70, N = 10SE +/- 194.98, N = 10SE +/- 106.68, N = 819497.2020852.1927823.43

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.9.0Test: Apache Spark PageRankmacOS 10.15Windows 10Ubuntu 19.108K16K24K32K40KSE +/- 258.99, N = 8SE +/- 190.77, N = 8SE +/- 218.42, N = 835488.3433660.0432794.10

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.9.0Test: In-Memory Database ShootoutmacOS 10.15Windows 10Ubuntu 19.103K6K9K12K15KSE +/- 107.37, N = 8SE +/- 176.44, N = 34SE +/- 67.18, N = 119063.4412159.057592.67

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.9.0Test: Akka Unbalanced Cobwebbed TreemacOS 10.15Windows 10Ubuntu 19.105K10K15K20K25KSE +/- 128.82, N = 8SE +/- 852.77, N = 40SE +/- 136.57, N = 816259.1522376.4314720.39

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2macOS 10.15Windows 10Ubuntu 19.109001800270036004500SE +/- 43.67, N = 4SE +/- 37.55, N = 20SE +/- 44.64, N = 20411039494268

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonmacOS 10.15Windows 10Ubuntu 19.1013002600390052006500SE +/- 59.09, N = 20SE +/- 67.97, N = 20SE +/- 71.29, N = 4616061405324

DaCapo Benchmark

Java Test: Tradesoap

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapmacOS 10.15Windows 10Ubuntu 19.103K6K9K12K15KSE +/- 118.33, N = 3SE +/- 61.80, N = 4SE +/- 89.09, N = 11141031246110182

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansmacOS 10.15Windows 10Ubuntu 19.1012002400360048006000SE +/- 72.15, N = 4SE +/- 40.19, N = 4SE +/- 30.63, N = 4556849044828

Go Benchmarks

Test: http

OpenBenchmarking.orgNanoseconds/Operation, Fewer Is BetterGo BenchmarksTest: httpmacOS 10.15Windows 10Ubuntu 19.105K10K15K20K25KSE +/- 113.22, N = 3SE +/- 53.23, N = 3SE +/- 12.00, N = 321854121278841

Go Benchmarks

Test: json

OpenBenchmarking.orgNanoseconds/Operation, Fewer Is BetterGo BenchmarksTest: jsonmacOS 10.15Windows 10Ubuntu 19.103M6M9M12M15MSE +/- 130446.15, N = 3SE +/- 12967.13, N = 3SE +/- 6596.10, N = 3118461321575389413619933

Go Benchmarks

Test: build

OpenBenchmarking.orgNanoseconds/Operation, Fewer Is BetterGo BenchmarksTest: buildmacOS 10.15Windows 10Ubuntu 19.108000M16000M24000M32000M40000MSE +/- 373648409.79, N = 7SE +/- 887513701.38, N = 15SE +/- 310044644.29, N = 4296422740543745597319322808310754

Go Benchmarks

Test: garbage

OpenBenchmarking.orgNanoseconds/Operation, Fewer Is BetterGo BenchmarksTest: garbagemacOS 10.15Windows 10Ubuntu 19.10700K1400K2100K2800K3500KSE +/- 21470.08, N = 3SE +/- 8532.82, N = 3SE +/- 3035.54, N = 3298102632888152930409

C-Ray

Total Time - 4K, 16 Rays Per Pixel

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelmacOS 10.15Windows 10Ubuntu 19.1060120180240300SE +/- 0.08, N = 3SE +/- 2.63, N = 3SE +/- 0.06, N = 3286.01249.45207.781. (CC) gcc options: -lm -lpthread -O3

XZ Compression

Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9macOS 10.15Windows 10Ubuntu 19.1020406080100SE +/- 0.81, N = 13SE +/- 0.11, N = 3SE +/- 0.51, N = 377.5070.0075.561. (CC) gcc options: -pthread -fvisibility=hidden -O2

Zstd Compression

Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19macOS 10.15Windows 10Ubuntu 19.101326395265SE +/- 1.01, N = 12SE +/- 0.04, N = 3SE +/- 0.08, N = 357.4748.0655.91-llzma1. (CC) gcc options: -O3 -pthread -lz

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilymacOS 10.15Windows 10Ubuntu 19.10300600900120015001068.391191.801117.08

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialmacOS 10.15Windows 10Ubuntu 19.10150300450600750532.69689.54619.25

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TestermacOS 10.15Windows 10Ubuntu 19.10140280420560700547.37642.15593.41

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsmacOS 10.15Windows 10Ubuntu 19.1048121620SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 38.6113.676.461. macOS 10.15: git version 2.21.0 (Apple Git-122)2. Ubuntu 19.10: git version 2.20.1

Phoronix Test Suite v10.8.5