Ryzen 3 3200U Distros

AMD Ryzen 3 3200U Motile Linux distribution benchmarks by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2002054-VE-MOTILE14703
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Ubuntu 20.04 Daily
February 03 2020
  4 Hours, 27 Minutes
Fedora Workstation 31
February 04 2020
  4 Hours, 6 Minutes
Ubuntu 18.04.3 LTS
February 04 2020
  3 Hours, 27 Minutes
Clear Linux 32230
February 05 2020
  3 Hours, 42 Minutes
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  3 Hours, 56 Minutes

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Ryzen 3 3200U DistrosProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionUbuntu 20.04 DailyFedora Workstation 31Ubuntu 18.04.3 LTSClear Linux 32230AMD Ryzen 3 3200U @ 2.60GHz (2 Cores / 4 Threads)MOTILE PF4PU1F (N.1.03 BIOS)AMD Raven/Raven23584MB128GB BIWIN SSDAMD Picasso 512MB (1200/1200MHz)AMD Raven/Raven2/FenghuangRealtek RTL8111/8168/8411 + Intel Dual Band-AC 3168NGWUbuntu 20.045.4.0-9-generic (x86_64)GNOME Shell 3.34.3X Server 1.20.6amdgpu 19.1.04.5 Mesa 19.2.4 (LLVM 9.0.0)1.1.107GCC 9.2.1 20200123ext41920x1080Fedora 315.4.15-200.fc31.x86_64 (x86_64)X Server + Wayland4.5 Mesa 19.2.8 (LLVM 9.0.0)GCC 9.2.1 20190827AMD Device 15d0AMD Device 15deUbuntu 18.045.3.0-28-generic (x86_64)GNOME Shell 3.28.4X Server 1.20.5amdgpu 19.0.1GCC 7.4.0AMD Raven/Raven2AMD Raven/Raven2/FenghuangClear Linux OS 322305.4.16-900.native (x86_64)GNOME Shell 3.34.3X Server 1.20.7amdgpu 19.1.04.6 Mesa 20.0.0-devel (LLVM 9.0.1)1.2.128GCC 9.2.1 20200111 gcc-9-branch@280154 + Clang 9.0.1 + LLVM 9.0.1OpenBenchmarking.orgCompiler Details- Ubuntu 20.04 Daily: --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-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --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-build-config=bootstrap-lto-lean --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 - Fedora Workstation 31: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Ubuntu 18.04.3 LTS: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v - Clear Linux 32230: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=westmere --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=haswell Processor Details- Ubuntu 20.04 Daily: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108102- Fedora Workstation 31: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108102- Ubuntu 18.04.3 LTS: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108102- Clear Linux 32230: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8108102Graphics Details- Ubuntu 20.04 Daily, Ubuntu 18.04.3 LTS, Clear Linux 32230: GLAMORPython Details- Ubuntu 20.04 Daily: + Python 3.7.6- Fedora Workstation 31: Python 3.7.6- Ubuntu 18.04.3 LTS: Python 2.7.17 + Python 3.6.9- Clear Linux 32230: Python 3.8.1Security Details- Ubuntu 20.04 Daily: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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 AMD retpoline IBPB: conditional STIBP: disabled RSB filling + tsx_async_abort: Not affected - Fedora Workstation 31: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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 AMD retpoline IBPB: conditional STIBP: disabled RSB filling + tsx_async_abort: Not affected - Ubuntu 18.04.3 LTS: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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 AMD retpoline IBPB: conditional STIBP: disabled RSB filling + tsx_async_abort: Not affected - Clear Linux 32230: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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 AMD retpoline IBPB: conditional STIBP: disabled RSB filling + tsx_async_abort: Not affected Environment Details- Clear Linux 32230: CFFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags -Wa,-mbranches-within-32B-boundaries" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries -fvisibility-inlines-hidden -Wl,--enable-new-dtags" MESA_GLSL_CACHE_DISABLE=0 CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""

Ubuntu 20.04 DailyFedora Workstation 31Ubuntu 18.04.3 LTSClear Linux 32230Result OverviewPhoronix Test Suite100%113%127%140%154%Scikit-LearnPyBenchGEGLTesseractET: LegacyXonoticSeleniumSQLite SpeedtestGeeXLabNumpy Benchmarkx264ParaViewFLAC Audio EncodingDeepSpeechLAME MP3 Encoding

Ryzen 3 3200U Distrosscikit-learn: gegl: Cartoonpybench: Total For Average Test Timesgegl: Wavelet Blurselenium: Speedometer - Firefoxgeexlab: 1920 x 1080 - GL2 AntTweakBargegl: Color Enhanceselenium: StyleBench - Firefoxoctave-benchmark: gegl: Cropselenium: ARES-6 - Firefoxlibreoffice: 20 Documents To PDFgegl: Antialiasselenium: Kraken - Firefoxgegl: Reflectgegl: Scaletesseract: 1920 x 1080selenium: CanvasMark - Firefoxselenium: Maze Solver - Firefoxetlegacy: Renderer2 - 1920 x 1080gegl: Rotate 90 Degreesdav1d: Chimera 1080p 10-bitxonotic: 1920 x 1080 - Highgegl: Tile Glassselenium: Basemark - Firefoxgeexlab: 1920 x 1080 - GL3 Vertex Poolxonotic: 1920 x 1080 - Ultradav1d: Chimera 1080pselenium: Jetstream 2 - Firefoxgeexlab: 1920 x 1080 - GL2 Noise Animation Electricxonotic: 1920 x 1080 - Ultimategeexlab: 1920 x 1080 - GL2 Cell Shadingxonotic: 1920 x 1080 - Lowselenium: PSPDFKit WASM - Firefoxgeexlab: 1920 x 1080 - GL3 Mesh Explodersqlite-speedtest: Timed Time - Size 1,000numpy: selenium: Jetstream - Firefoxdav1d: Summer Nature 1080px264: H.264 Video Encodingselenium: WebXPRT - Firefoxparaview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080encode-flac: WAV To FLACselenium: Octane - Firefoxdav1d: Summer Nature 4Kdeepspeech: CPUencode-mp3: WAV To MP3selenium: WASM imageConvolute - Firefoxgeexlab: 1920 x 1080 - GL2 Tunnel Beautyselenium: WASM collisionDetection - Firefoxinkscape: SVG Files To PNGgeexlab: 1920 x 1080 - GL2 Hot Tunnel DNAUbuntu 20.04 DailyFedora Workstation 31Ubuntu 18.04.3 LTSClear Linux 3223029.093116.691135579.72351.91448.875.60447.013.7749.61878.5410.20054.3041130.338.0277.29466.0760798746.297.956.74226.53119.582304938.857318.691707.698.1443061110.9663.668416.067.6686741518.7242.71999602355631.193.302222.73143.26111.5716.14162449.81928.11219.83421.0912.0652398029.3296.340569.82937.014.9508.632.70518.218.947114.921178379.24665.31263.673.78356.013.1749.43564.1310.90854.0871047.639.0466.72456.3314696765.685.357.45626.64109.225451339.436331.911587.287.8353101107.2170.126370.161.4161894464.4218.35848502275570.692.110205.35152.20109.4615.84174454.41528.40219.44021.0612.2882510928.1894.937909.89137.615.1512.018.329.060137.208142084.42851.61354.677.47946.410.53480.1412.21158.5081189.839.9436.73861.2463598986.396.258.819119.914298239.834316.971713.796.933945363.012415.667.1808187519.7235.66969272359632.798.735217.39142.7216.95162449.65428.10221.68121.2712.1432377196.2263910.03837.215509.932.86818.323.14190.168120463.50968.21594.161.64158.111.0478.42567.2348.9561003.433.9776.21661.29496113215.499.450.53430.80126.613114534.445366.091818.5100.4618915122.0671.248416.068.9023730519.4243.73912482119633.689.178225.18156.08119.2415.65175484.91430.30235.52222.6011.5042513429.6993.471869.75737.114.9510.332.89818.2OpenBenchmarking.org

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Clear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily714212835SE +/- 0.30, N = 3SE +/- 0.10, N = 3SE +/- 0.33, N = 3SE +/- 0.10, N = 323.1418.9529.0629.09

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily306090120150SE +/- 0.11, N = 3SE +/- 0.53, N = 3SE +/- 0.35, N = 3SE +/- 0.25, N = 390.17114.92137.21116.69

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily400800120016002000SE +/- 3.61, N = 3SE +/- 5.77, N = 3SE +/- 4.16, N = 3SE +/- 4.93, N = 31204178314201355

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily20406080100SE +/- 0.48, N = 3SE +/- 0.10, N = 3SE +/- 0.30, N = 3SE +/- 0.35, N = 363.5179.2584.4379.72

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily1530456075SE +/- 0.17, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 368.265.351.651.91. firefox 72.0.2

GeeXLab

GeeXLab is a cross-platform tool for 3D programming and demo creation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterGeeXLab 0.28.0Resolution: 1920 x 1080 - Test: GL2 AntTweakBarClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily30060090012001500SE +/- 0.50, N = 3SE +/- 5.89, N = 3SE +/- 4.33, N = 3SE +/- 4.66, N = 31594.11263.61354.61448.8

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily20406080100SE +/- 0.38, N = 3SE +/- 0.15, N = 3SE +/- 0.49, N = 3SE +/- 0.38, N = 361.6473.7877.4875.60

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily1326395265SE +/- 0.43, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 358.156.046.447.01. firefox 72.0.2

GNU Octave Benchmark

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.1.0Clear Linux 32230Fedora Workstation 31Ubuntu 20.04 Daily48121620SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 311.0113.1713.77

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily3691215SE +/- 0.062, N = 3SE +/- 0.077, N = 3SE +/- 0.102, N = 3SE +/- 0.150, N = 38.4259.43510.5349.618

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily20406080100SE +/- 0.57, N = 3SE +/- 0.76, N = 3SE +/- 0.34, N = 3SE +/- 0.51, N = 367.2364.1380.1478.541. firefox 72.0.2

LibreOffice

Various benchmarking operations with the LibreOffice open-source office suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLibreOfficeTest: 20 Documents To PDFFedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily3691215SE +/- 0.11, N = 22SE +/- 0.06, N = 24SE +/- 0.05, N = 2510.9112.2110.201. Fedora Workstation 31: LibreOffice 6.3.4.2.0 30(Build:2)2. Ubuntu 18.04.3 LTS: LibreOffice 6.0.7.3 00m0(Build:3)3. Ubuntu 20.04 Daily: LibreOffice 6.3.4.2 30(Build:2)

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily1326395265SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.02, N = 348.9654.0958.5154.30

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily30060090012001500SE +/- 3.90, N = 3SE +/- 11.44, N = 3SE +/- 9.19, N = 3SE +/- 7.77, N = 31003.41047.61189.81130.31. firefox 72.0.2

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily918273645SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 333.9839.0539.9438.03

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily246810SE +/- 0.033, N = 3SE +/- 0.065, N = 3SE +/- 0.055, N = 3SE +/- 0.005, N = 36.2166.7246.7387.294

Tesseract

Tesseract is a fork of Cube 2 Sauerbraten with numerous graphics and game-play improvements. Tesseract has been in development since 2012 while its first release happened in May of 2014. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Clear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily1530456075SE +/- 0.55, N = 3SE +/- 0.22, N = 3SE +/- 0.80, N = 3SE +/- 0.66, N = 361.2956.3361.2566.08

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily2K4K6K8K10KSE +/- 23.54, N = 3SE +/- 157.06, N = 3SE +/- 51.87, N = 3SE +/- 27.61, N = 3113219676989898741. firefox 72.0.2

OpenBenchmarking.orgSeconds, Fewer Is BetterSeleniumBenchmark: Maze Solver - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily246810SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 35.45.66.36.21. firefox 72.0.2

ET: Legacy

ETLegacy is an open-source engine evolution of Wolfenstein: Enemy Territory, a World War II era first person shooter that was released for free by Splash Damage using the id Tech 3 engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1080Clear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily20406080100SE +/- 0.46, N = 3SE +/- 0.46, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 399.485.396.297.9

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily1326395265SE +/- 0.36, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.22, N = 350.5357.4658.8256.74

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.5.0Video Input: Chimera 1080p 10-bitClear Linux 32230Fedora Workstation 31Ubuntu 20.04 Daily714212835SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 330.8026.6426.53-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 18.59 / MAX: 74.01MIN: 16.86 / MAX: 62.86MIN: 16.83 / MAX: 62.251. (CC) gcc options: -pthread

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: HighClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily306090120150SE +/- 0.54, N = 3SE +/- 0.28, N = 3SE +/- 0.56, N = 3SE +/- 0.64, N = 3126.61109.23119.91119.58MIN: 82 / MAX: 175MIN: 72 / MAX: 147MIN: 79 / MAX: 168MIN: 77 / MAX: 163

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily918273645SE +/- 0.05, N = 3SE +/- 0.35, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 334.4539.4439.8338.86

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOverall Score, More Is BetterSeleniumBenchmark: Basemark - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily80160240320400SE +/- 0.61, N = 3SE +/- 0.92, N = 3SE +/- 1.42, N = 3SE +/- 3.89, N = 5366.09331.91316.97318.691. firefox 72.0.2

GeeXLab

GeeXLab is a cross-platform tool for 3D programming and demo creation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterGeeXLab 0.28.0Resolution: 1920 x 1080 - Test: GL3 Vertex PoolClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily400800120016002000SE +/- 0.75, N = 3SE +/- 3.90, N = 3SE +/- 0.61, N = 3SE +/- 0.49, N = 31818.51587.21713.71707.6

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: UltraClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily20406080100SE +/- 0.55, N = 3SE +/- 0.19, N = 3SE +/- 0.14, N = 3SE +/- 0.45, N = 3100.4687.8496.9398.14MIN: 55 / MAX: 153MIN: 49 / MAX: 132MIN: 55 / MAX: 146MIN: 55 / MAX: 149

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.5.0Video Input: Chimera 1080pClear Linux 32230Fedora Workstation 31Ubuntu 20.04 Daily306090120150SE +/- 1.12, N = 3SE +/- 0.94, N = 3SE +/- 0.73, N = 3122.06107.21110.96-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 87.1 / MAX: 194.59MIN: 78.32 / MAX: 171.84MIN: 81.84 / MAX: 174.921. (CC) gcc options: -pthread

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily1632486480SE +/- 0.26, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.75, N = 571.2570.1363.0163.671. firefox 72.0.2

GeeXLab

GeeXLab is a cross-platform tool for 3D programming and demo creation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterGeeXLab 0.28.0Resolution: 1920 x 1080 - Test: GL2 Noise Animation ElectricClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily90180270360450SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3416.0370.1415.6416.0

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: UltimateClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily1530456075SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.25, N = 3SE +/- 0.58, N = 368.9061.4267.1867.67MIN: 22 / MAX: 121MIN: 23 / MAX: 108MIN: 25 / MAX: 114MIN: 21 / MAX: 116

GeeXLab

GeeXLab is a cross-platform tool for 3D programming and demo creation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterGeeXLab 0.28.0Resolution: 1920 x 1080 - Test: GL2 Cell ShadingClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily110220330440550SE +/- 0.38, N = 3SE +/- 0.41, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3519.4464.4519.7518.7

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: LowClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily50100150200250SE +/- 0.17, N = 3SE +/- 0.51, N = 3SE +/- 0.43, N = 3SE +/- 0.50, N = 3243.74218.36235.67242.72MIN: 164 / MAX: 398MIN: 147 / MAX: 355MIN: 157 / MAX: 399MIN: 161 / MAX: 409

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily5001000150020002500SE +/- 13.05, N = 3SE +/- 21.73, N = 3SE +/- 3.84, N = 3SE +/- 17.67, N = 321192275235923551. firefox 72.0.2

GeeXLab

GeeXLab is a cross-platform tool for 3D programming and demo creation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterGeeXLab 0.28.0Resolution: 1920 x 1080 - Test: GL3 Mesh ExploderClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily140280420560700SE +/- 0.80, N = 3SE +/- 0.99, N = 3SE +/- 0.75, N = 3SE +/- 0.92, N = 3633.6570.6632.7631.1

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Clear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily20406080100SE +/- 0.51, N = 3SE +/- 0.79, N = 3SE +/- 0.58, N = 3SE +/- 0.36, N = 389.1892.1198.7493.30-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lz-O2-O2 -lz-O2 -lz1. (CC) gcc options: -ldl -lpthread

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily50100150200250SE +/- 2.28, N = 3SE +/- 0.66, N = 3SE +/- 0.09, N = 3SE +/- 0.47, N = 3225.18205.35217.39222.73

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily306090120150SE +/- 0.34, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3156.08152.20142.72143.261. firefox 72.0.2

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.5.0Video Input: Summer Nature 1080pClear Linux 32230Fedora Workstation 31Ubuntu 20.04 Daily306090120150SE +/- 0.32, N = 3SE +/- 0.57, N = 3SE +/- 0.56, N = 3119.24109.46111.57-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 110.41 / MAX: 132.05MIN: 102.15 / MAX: 120.97MIN: 104.24 / MAX: 122.771. (CC) gcc options: -pthread

x264

This is a simple test of the x264 encoder run on the CPU (OpenCL support disabled) with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2018-09-25H.264 Video EncodingClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily48121620SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 315.6515.8416.9516.14-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: WebXPRT - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily4080120160200SE +/- 0.33, N = 3SE +/- 0.33, N = 31751741621621. firefox 72.0.2

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080Clear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily100200300400500SE +/- 3.07, N = 3SE +/- 3.82, N = 3SE +/- 3.33, N = 3SE +/- 2.69, N = 3484.91454.42449.65449.82

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080Clear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily714212835SE +/- 0.19, N = 3SE +/- 0.24, N = 3SE +/- 0.21, N = 3SE +/- 0.17, N = 330.3028.4028.1028.11

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Clear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily50100150200250SE +/- 0.16, N = 3SE +/- 0.78, N = 3SE +/- 0.26, N = 3SE +/- 1.61, N = 3235.52219.44221.68219.83

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Clear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily510152025SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 322.6021.0621.2721.09

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format five times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily3691215SE +/- 0.09, N = 25SE +/- 0.10, N = 25SE +/- 0.10, N = 25SE +/- 0.09, N = 2511.5012.2912.1412.07-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -logg-O2-O2 -logg-O2 -logg1. (CXX) g++ options: -fvisibility=hidden -lm

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily5K10K15K20K25KSE +/- 189.86, N = 3SE +/- 256.36, N = 3SE +/- 175.01, N = 3SE +/- 47.72, N = 3251342510923771239801. firefox 72.0.2

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.5.0Video Input: Summer Nature 4KClear Linux 32230Fedora Workstation 31Ubuntu 20.04 Daily714212835SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 329.6928.1829.32-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.87 / MAX: 33.42MIN: 26.29 / MAX: 31.6MIN: 27.5 / MAX: 32.931. (CC) gcc options: -pthread

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily20406080100SE +/- 0.11, N = 3SE +/- 0.55, N = 3SE +/- 0.42, N = 3SE +/- 0.37, N = 393.4794.9496.2396.34

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Clear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily3691215SE +/- 0.015, N = 3SE +/- 0.011, N = 3SE +/- 0.027, N = 3SE +/- 0.002, N = 39.7579.89110.0389.829-fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lncurses-ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr-ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr-ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr1. (CC) gcc options: -O3 -pipe -lm

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily918273645SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 337.137.637.237.01. firefox 72.0.2

GeeXLab

GeeXLab is a cross-platform tool for 3D programming and demo creation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterGeeXLab 0.28.0Resolution: 1920 x 1080 - Test: GL2 Tunnel BeautyClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily48121620SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 314.915.115.014.9

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily110220330440550SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.36, N = 3SE +/- 0.81, N = 3510.3512.0509.9508.61. firefox 72.0.2

Inkscape

Inkscape is an open-source vector graphics editor. This test profile times how long it takes to complete various operations by Inkscape. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGClear Linux 32230Ubuntu 18.04.3 LTSUbuntu 20.04 Daily816243240SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.22, N = 332.9032.8732.711. Clear Linux 32230: Inkscape2. Ubuntu 18.04.3 LTS: Inkscape 0.92.3 (2405546, 2018-03-11)3. Ubuntu 20.04 Daily: Inkscape 0.92.4 (5da689c313, 2019-01-14)

GeeXLab

GeeXLab is a cross-platform tool for 3D programming and demo creation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterGeeXLab 0.28.0Resolution: 1920 x 1080 - Test: GL2 Hot Tunnel DNAClear Linux 32230Fedora Workstation 31Ubuntu 18.04.3 LTSUbuntu 20.04 Daily510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 318.218.318.318.2