macOS 12.1 vs. Ubuntu vs. Clear Linux

Benchmarks by Michael Larabel 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 2112108-TJ-MACY9030319
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Audio Encoding 2 Tests
AV1 2 Tests
Bioinformatics 2 Tests
Web Browsers 1 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 2 Tests
C/C++ Compiler Tests 15 Tests
Compression Tests 4 Tests
CPU Massive 20 Tests
Creator Workloads 19 Tests
Encoding 6 Tests
Game Development 3 Tests
HPC - High Performance Computing 6 Tests
Imaging 4 Tests
Common Kernel Benchmarks 2 Tests
Molecular Dynamics 2 Tests
Multi-Core 23 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 3 Tests
OpenMPI Tests 2 Tests
Programmer / Developer System Benchmarks 6 Tests
Python 3 Tests
Raytracing 2 Tests
Renderers 7 Tests
Scientific Computing 4 Tests
Server 2 Tests
Server CPU Tests 14 Tests
Single-Threaded 5 Tests
Video Encoding 4 Tests
Common Workstation Benchmarks 4 Tests

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macOS 12.1
December 03 2021
  19 Hours, 5 Minutes
Ubuntu 21.10
December 05 2021
  11 Hours, 44 Minutes
Clear Linux 35390
December 08 2021
  10 Hours, 45 Minutes
Ubuntu 20.04.3 LTS
December 09 2021
  12 Hours, 41 Minutes
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  13 Hours, 34 Minutes

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macOS 12.1 vs. Ubuntu vs. Clear LinuxProcessorMotherboardMemoryDiskGraphicsMonitorChipsetAudioNetworkOSKernelOpenCLCompilerFile-SystemScreen ResolutionDesktopDisplay ServerVulkanOpenGLmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTSIntel Core i7-8700B @ 3.20GHz (6 Cores / 12 Threads)Apple Mac mini2 x 4 GB DDR4-2667MHz234GBIntel UHD 630 2GBDELL P2415QmacOS 12.121.2.0 (x86_64)OpenCL 1.2 (Nov 9 2021 23:27:58)GCC 4.2.1 + Clang 11.0.0APFS3840x2160Intel Core i7-8700B @ 4.60GHz (6 Cores / 12 Threads)Apple Mac-7BA5B2DFE22DDD8C (1715.60.5.0.0 iBridge: 19.16.10645.5.1 0 BIOS)Intel Cannon Lake PCH8GB251GB APPLE SSD AP0256MIntel CoffeeLake-H GT2 [UHD 630] (1200MHz)Apple Audio DeviceBroadcom NetXtreme BCM57766 PCIe + Broadcom BCM4364 802.11acUbuntu 21.105.13.0-19-generic (x86_64)GNOME Shell 40.5X Server + Wayland1.2.182GCC 11.2.0ext4Intel UHD 630 CFL GT2 3GB (1200MHz)Clear Linux OS 353905.13.13-1070.native (x86_64)GNOME Shell 41.1X Server 1.20.114.6 Mesa 21.3.11.2.195GCC 11.2.1 20211205 releases/gcc-11.2.0-558-g173232a0f6 + Clang 11.1.0 + LLVM 11.1.0Intel UHD 630 (1200MHz)Ubuntu 20.045.11.0-27-generic (x86_64)GNOME Shell 3.36.91.2.145GCC 9.3.0OpenBenchmarking.orgEnvironment Details- macOS 12.1: XPC_FLAGS=0x0- Clear Linux 35390: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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 -fvisibility-inlines-hidden -Wl,--enable-new-dtags" MESA_GLSL_CACHE_DISABLE=0 FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx"" Processor Details- macOS 12.1: CPU Microcode: 234- Ubuntu 21.10: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xea - Thermald 2.4.6- Clear Linux 35390: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0xea - Thermald 2.4.6- Ubuntu 20.04.3 LTS: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xea - Thermald 1.9.1Java Details- macOS 12.1: Please visit java for information on installing Java.- Ubuntu 21.10: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)- Clear Linux 35390: OpenJDK Runtime Environment (build 1.8.0-u252-ga-b00)- Ubuntu 20.04.3 LTS: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)Python Details- macOS 12.1: Python 2.7.18 + Python 3.8.3- Ubuntu 21.10: Python 3.9.7- Clear Linux 35390: Python 3.10.0- Ubuntu 20.04.3 LTS: Python 3.8.10Kernel Details- Ubuntu 21.10: Transparent Huge Pages: madvise- Clear Linux 35390: Transparent Huge Pages: always- Ubuntu 20.04.3 LTS: Transparent Huge Pages: madviseCompiler Details- Ubuntu 21.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --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 - Clear Linux 35390: --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=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=skylake-avx512 - Ubuntu 20.04.3 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,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 Disk Details- Ubuntu 21.10: MQ-DEADLINE / errors=remount-ro,relatime,rw / Block Size: 4096- Clear Linux 35390: MQ-DEADLINE / relatime,rw,stripe=256 / Block Size: 4096Security Details- Ubuntu 21.10, Clear Linux 35390, Ubuntu 20.04.3 LTS: itlb_multihit: KVM: Mitigation of VMX disabled + 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 + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTSLogarithmic Result OverviewPhoronix Test SuiteLibRawUnpacking FirefoxXonoticPHPBenchC-RayGitPyBenchTimed HMMer SearchGraphicsMagickPyHPC BenchmarksHimeno BenchmarkSQLite SpeedtestXZ CompressionLuxCoreRenderlibavif avifencQuantLibStress-NGFLAC Audio EncodingKvazaarAppleseedTimed Apache CompilationStockfishASTC EncoderNumpy BenchmarkChaos Group V-RAYIndigoBenchasmFishWebP Image EncodeTimed FFmpeg CompilationPrimesieveWavPack Audio EncodingSeleniumrav1eBlenderLZ4 CompressionZstd Compression7-Zip CompressionIntel Open Image DenoiseNAMDOSPrayx265LAMMPS Molecular Dynamics SimulatorEmbree

macOS 12.1 vs. Ubuntu vs. Clear Linuxlibraw: Post-Processing Benchmarkunpack-firefox: firefox-84.0.source.tar.xzxonotic: 3840 x 2160 - Ultimatexonotic: 3840 x 2160 - Ultraxonotic: 3840 x 2160 - Highxonotic: 3840 x 2160 - Lowcompress-zstd: 8 - Compression Speedphpbench: PHP Benchmark Suitestress-ng: System V Message Passingc-ray: Total Time - 4K, 16 Rays Per Pixelavifenc: 10pyhpc: CPU - Numpy - 1048576 - Equation of Statestress-ng: MMAPstress-ng: Vector Mathstress-ng: CPU Stressgit: Time To Complete Common Git Commandscompress-zstd: 19, Long Mode - Compression Speedpybench: Total For Average Test Timesgraphics-magick: Rotatehmmer: Pfam Database Searchkvazaar: Bosphorus 1080p - Very Fasthimeno: Poisson Pressure Solveravifenc: 10, Losslesskvazaar: Bosphorus 4K - Very Fastsqlite-speedtest: Timed Time - Size 1,000luxcorerender: DLSC - CPUstress-ng: Context Switchingkvazaar: Bosphorus 1080p - Ultra Fastkvazaar: Bosphorus 4K - Ultra Fastpyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixingcompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9selenium: Jetstream 2 - Firefoxstress-ng: Matrix Mathavifenc: 0compress-zstd: 19 - Compression Speedcompress-zstd: 8, Long Mode - Compression Speedpyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingappleseed: Disney Materialcompress-zstd: 3 - Compression Speedpyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingquantlib: encode-flac: WAV To FLACstress-ng: Memory Copyingastcenc: Exhaustiveluxcorerender: Rainbow Colors and Prism - CPUappleseed: Material Testerselenium: ARES-6 - Firefoxbuild-apache: Time To Compilewebp: Defaultindigobench: CPU - Bedroomcompress-lz4: 1 - Compression Speedappleseed: Emilyselenium: Speedometer - Firefoxcompress-zstd: 3 - Compression Speedstockfish: Total Timewebp: Quality 100kvazaar: Bosphorus 4K - Mediumstress-ng: Mallocavifenc: 6, Losslessnumpy: compress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3 - Decompression Speedastcenc: Thoroughcompress-7zip: Compression Ratingcompress-zstd: 8 - Decompression Speedkvazaar: Bosphorus 1080p - Mediumavifenc: 6v-ray: CPUblender: Classroom - CPU-Onlyasmfish: 1024 Hash Memory, 26 Depthrav1e: 6blender: Fishy Cat - CPU-Onlykvazaar: Bosphorus 1080p - Slowcompress-zstd: 8 - Compression Speedprimesieve: 1e12 Prime Number Generationbuild-ffmpeg: Time To Compileencode-wavpack: WAV To WavPackcompress-zstd: 19 - Compression Speedrav1e: 10astcenc: Mediumx265: Bosphorus 4Kcompress-zstd: 19, Long Mode - Compression Speedcompress-lz4: 9 - Decompression Speedcompress-zstd: 19, Long Mode - Decompression Speedcompress-lz4: 3 - Decompression Speedrav1e: 5blender: BMW27 - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyselenium: StyleBench - Firefoxindigobench: CPU - Supercarx265: Bosphorus 1080pospray: San Miguel - SciViscompress-lz4: 9 - Compression Speedwebp: Quality 100, Losslesslammps: Rhodopsin Proteinselenium: WASM imageConvolute - Firefoxwebp: Quality 100, Lossless, Highest Compressioncompress-zstd: 19 - Decompression Speedembree: Pathtracer - Crownospray: Magnetic Reconnection - SciVisoidn: RT.ldr_alb_nrm.3840x2160oidn: RT.hdr_alb_nrm.3840x2160selenium: WASM collisionDetection - Firefoxnamd: ATPase Simulation - 327,506 Atomsembree: Pathtracer ISPC - Asian Dragon Objcompress-7zip: Decompression Ratingospray: NASA Streamlines - Path Tracerospray: San Miguel - Path Tracercompress-lz4: 3 - Compression Speedlammps: 20k Atomscompress-zstd: 3 - Decompression Speedospray: NASA Streamlines - SciViscompress-zstd: 8, Long Mode - Decompression Speedembree: Pathtracer ISPC - Asian Dragoncompress-zstd: 19, Long Mode - Decompression Speedembree: Pathtracer - Asian Dragonembree: Pathtracer ISPC - Crownospray: XFrog Forest - SciViscompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Decompression Speedpyhpc: CPU - Numpy - 4194304 - Equation of Stateospray: Magnetic Reconnection - Path Tracercompress-zstd: 3, Long Mode - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS10.3459.57450.947476065.862521178.1478820169.910244099.76429118100002.09153.3904.7140.56071.3330613.5117371.5371.55215.41298776112.15842.563326.5566257.6129.2279.1001.392443352.2275.9316.480.56850.63097.21334885.3192.48717.9107.73.161313.759241317.30.7542407.717.006920.8987.48655.47313.92499139.6827.1411.3751.1936586.25564.843623130.61310.4145124572.3303.9826254104.8985.476376.861071.13248.89.5010372253321.421.6416.3226399635.97196339032.706329.2621.20100.136.98689.99114.44517.87.4485.00678.7915.57585.12995.67601.92.018236.49824.09106.32.82948.3310.2146.5716.2084.74032.137.7032908.26.596410.310.230.23507.62.806257.3518366612.630.8649.674.6193373.212.773634.18.53003106.87.87927.03271.693447.92993.82.4511251049.128.9718.60122.304502128.819891335.996522881.1668943168.76118644514369.97107.8664.1030.35184.2122690.7213856.4152.23715.5975794125.56145.503838.5528836.9509.9464.1891.081991856.0680.7417.590.44944.98178.22928854.8896.60718.2126.32.831378.6118611465.40.6702772.714.469765.7295.51634.82354.40014346.2923.2441.4351.1526940.12629.7814861141510.6154612862.2694.2929454364.4592.031386.66983.93050.69.9998394583144.322.3416.8246392673.07196456932.531344.4221.57109.337.49485.28114.40718.76.9705.43219.2316.38187.32796.28150.11.910249.00848.131112.69946.0710.7548.8217.0344.79133.939.4292858.96.747910.310.220.22499.12.691477.5329363732.580.8849.844.4973335.412.773643.98.68373110.07.99427.07221.713426.82996.01.819142.86312.147.6217.12621.836251328.332028435.445852083.0646455109.810686524459814.7083.4602.7820.332107.7924558.8513163.9952.33016.89431050118.86056.834426.3862585.72612.2560.2711.071884578.7097.7021.070.55340.62390.90928567.7381.32419.1122.02.574380.7340721549.00.6162938.013.984801.3793.33174.75346.76636443.1926.2871.3301.3047629.82618.8593521231506.5166316812.1344.4729387341.8888.205422.331073.83410.09.7511414043493.723.6915.5446200675.12199868942.566342.9022.86109.238.20087.59013.31919.47.0955.00529.5416.88220.92996.68202.11.898245.92832.731142.74347.1710.7549.3716.1345.01533.637.4103001.26.718010.640.220.23485.92.716477.6592367052.600.8951.284.5393411.912.823723.18.72583044.68.04797.08481.703474.83015.11.486134.521109.832.6018.59122.294927028.565985035.814250782.2398964192.45798494395437.03110.2754.1660.34984.9420474.7611976.4749.75311.8947821151.65144.733792.1983427.1929.7863.5811.082090273.4279.4117.280.44944.43479.23228152.09100.45722.1132.92.824384.9543661262.80.6682545.215.716822.27105.10134.63369.65570746.7024.3521.5481.1256942.25654.171181131379.3146392192.4154.0929366261.6395.888386.05960.23251.910.5836390843313.021.3317.2545805700.58182464632.473360.2520.93108.340.38093.08614.52218.86.8485.43769.4616.48177.93028.98134.91.873254.52884.271112.63845.3510.1448.9617.0934.87833.638.1792931.86.915110.170.220.22494.42.759447.4665352562.540.8750.104.4813427.512.53707.58.59493083.18.01217.17661.683483.93033.71.639129.76353.3OpenBenchmarking.org

LibRaw

LibRaw is a RAW image decoder for digital camera photos. This test profile runs LibRaw's post-processing benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1122334455SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 310.3428.9747.6232.60-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CXX) g++ options: -fopenmp -ljpeg -lz -lm

Unpacking Firefox

This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1326395265SE +/- 0.15, N = 4SE +/- 0.03, N = 4SE +/- 0.04, N = 4SE +/- 0.05, N = 459.5718.6017.1318.59

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: 3840 x 2160 - Effects Quality: UltimatemacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1122334455SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 350.9522.3021.8422.29MIN: 25 / MAX: 81MIN: 10 / MAX: 35MIN: 10 / MAX: 34MIN: 10 / MAX: 35

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltramacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 365.8628.8228.3328.57MIN: 41 / MAX: 98MIN: 13 / MAX: 41MIN: 13 / MAX: 40MIN: 13 / MAX: 40

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: HighmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 378.1536.0035.4535.81MIN: 55 / MAX: 109MIN: 18 / MAX: 45MIN: 18 / MAX: 45MIN: 18 / MAX: 45

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: LowmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS4080120160200SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.76, N = 7SE +/- 0.11, N = 3169.9181.1783.0682.24MIN: 97 / MAX: 256MIN: 46 / MAX: 117MIN: 45 / MAX: 135MIN: 48 / MAX: 119

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS4080120160200SE +/- 0.37, N = 3SE +/- 0.63, N = 3SE +/- 1.40, N = 3SE +/- 1.07, N = 399.7168.7109.8192.41. macOS 12.1: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35390: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 20.04.3 LTS: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuitemacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS200K400K600K800K1000KSE +/- 666.37, N = 3SE +/- 772.00, N = 3SE +/- 5082.86, N = 3SE +/- 607.12, N = 36429116118641068652579849

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: System V Message PassingmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS2M4M6M8M10MSE +/- 5736.14, N = 3SE +/- 3264.31, N = 3SE +/- 3178.79, N = 3SE +/- 2338.77, N = 38100002.094514369.974459814.704395437.03-lcrypt -lrt -ldl -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -laio -lcrypt -lrt -ldl -latomic-lcrypt -lrt -ldl -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -pthread -lc

C-Ray

This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS306090120150SE +/- 0.31, N = 3SE +/- 0.05, N = 3SE +/- 0.37, N = 3SE +/- 0.43, N = 3153.39107.8783.46110.28-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -lm -lpthread -O3

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1.06072.12143.18214.24285.3035SE +/- 0.016, N = 3SE +/- 0.013, N = 3SE +/- 0.009, N = 3SE +/- 0.020, N = 34.7144.1032.7824.166-isysroot1. (CXX) g++ options: -O3 -fPIC -lm

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StatemacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.1260.2520.3780.5040.63SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 30.5600.3510.3320.349

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: MMAPmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.74, N = 3SE +/- 0.20, N = 3SE +/- 0.22, N = 3SE +/- 0.97, N = 471.3384.21107.7984.94-lcrypt -lrt -ldl -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -laio -lcrypt -lrt -ldl -latomic-lcrypt -lrt -ldl -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -pthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Vector MathmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS7K14K21K28K35KSE +/- 103.80, N = 3SE +/- 53.30, N = 3SE +/- 85.70, N = 3SE +/- 44.81, N = 330613.5122690.7224558.8520474.76-lcrypt -lrt -ldl -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -laio -lcrypt -lrt -ldl -latomic-lcrypt -lrt -ldl -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -pthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: CPU StressmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS4K8K12K16K20KSE +/- 48.28, N = 3SE +/- 124.93, N = 3SE +/- 109.71, N = 3SE +/- 142.14, N = 317371.5313856.4113163.9911976.47-lcrypt -lrt -ldl -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -laio -lcrypt -lrt -ldl -latomic-lcrypt -lrt -ldl -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -pthread -lc

Git

This test measures the time needed to carry out some sample Git operations on an example, static repository that happens to be a copy of the GNOME GTK tool-kit repository. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1632486480SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 371.5552.2452.3349.751. macOS 12.1: git version 2.21.0 (Apple Git-122)2. Ubuntu 21.10: git version 2.32.03. Clear Linux 35390: git version 2.34.14. Ubuntu 20.04.3 LTS: git version 2.25.1

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS48121620SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 315.415.516.811.81. macOS 12.1: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35390: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 20.04.3 LTS: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

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 TimesmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS30060090012001500SE +/- 3.79, N = 3SE +/- 1.20, N = 3SE +/- 9.87, N = 3SE +/- 1.00, N = 31298975943947

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotatemacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS2004006008001000SE +/- 1.53, N = 3SE +/- 6.37, N = 9SE +/- 2.33, N = 37767941050821-O2 -lwebp -lwebpmux -llcms2 -ltiff -lfreetype -llzma -lbz2 -lxml2 -lzstd-fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -lSM -lICE -llzma -lxml2-fopenmp -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff -lfreetype -lSM -lICE -lbz2 -lxml2-fopenmp -O2 -pthread -lSM -lICE1. (CC) gcc options: -ljpeg -lXext -lX11 -lz -lm -lpthread

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.2Pfam Database SearchmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS306090120150SE +/- 1.03, N = 10SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 2.29, N = 12112.16125.56118.86151.65-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm -lmpi

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: Very FastmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1326395265SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.13, N = 342.5645.5056.8344.73-O2-O2 -lpthread -lm -lrt-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lpthread -lm -lrt-O2 -lpthread -lm -lrt1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolvermacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS9001800270036004500SE +/- 0.76, N = 3SE +/- 16.76, N = 3SE +/- 5.68, N = 3SE +/- 6.37, N = 33326.563838.554426.393792.20-mavx2-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mavx2-mavx21. (CC) gcc options: -O3

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS246810SE +/- 0.007, N = 3SE +/- 0.004, N = 3SE +/- 0.018, N = 3SE +/- 0.016, N = 37.6126.9505.7267.192-isysroot1. (CXX) g++ options: -O3 -fPIC -lm

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Very FastmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS3691215SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 39.229.9412.259.78-O2-O2 -lpthread -lm -lrt-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lpthread -lm -lrt-O2 -lpthread -lm -lrt1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden

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 1,000macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 379.1064.1960.2763.58-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -ldl -lpthread1. (CC) gcc options: -lz

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.31280.62560.93841.25121.564SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.391.081.071.08MIN: 1.32 / MAX: 1.48MIN: 1.02 / MAX: 1.21MIN: 1 / MAX: 1.2MIN: 1.02 / MAX: 1.19

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Context SwitchingmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS500K1000K1500K2000K2500KSE +/- 25642.50, N = 3SE +/- 18227.64, N = 3SE +/- 3282.78, N = 3SE +/- 5130.60, N = 32443352.221991856.061884578.702090273.42-lcrypt -lrt -ldl -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -laio -lcrypt -lrt -ldl -latomic-lcrypt -lrt -ldl -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -pthread -lc

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.16, N = 3SE +/- 0.62, N = 3SE +/- 0.34, N = 3SE +/- 0.66, N = 375.9380.7497.7079.41-O2-O2 -lpthread -lm -lrt-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lpthread -lm -lrt-O2 -lpthread -lm -lrt1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra FastmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS510152025SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 316.4817.5921.0717.28-O2-O2 -lpthread -lm -lrt-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lpthread -lm -lrt-O2 -lpthread -lm -lrt1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral MixingmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.12780.25560.38340.51120.639SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.5680.4490.5530.449

XZ Compression

This test measures the time needed to compress a sample file (an Ubuntu file-system image) using XZ compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1122334455SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 350.6344.9840.6244.43-pthread -O2 -lintl-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread -O21. (CC) gcc options: -fvisibility=hidden

Selenium

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

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.28, N = 3SE +/- 0.26, N = 3SE +/- 0.85, N = 3SE +/- 0.50, N = 397.2178.2390.9179.231. firefox 94.0.2

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Matrix MathmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS7K14K21K28K35KSE +/- 392.19, N = 3SE +/- 209.59, N = 3SE +/- 245.23, N = 3SE +/- 108.77, N = 334885.3128854.8828567.7328152.09-lcrypt -lrt -ldl -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -laio -lcrypt -lrt -ldl -latomic-lcrypt -lrt -ldl -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -pthread -lc

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 0macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.38, N = 3SE +/- 0.36, N = 3SE +/- 0.07, N = 3SE +/- 0.84, N = 892.4996.6181.32100.46-isysroot1. (CXX) g++ options: -O3 -fPIC -lm

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS510152025SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 317.918.219.122.11. macOS 12.1: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35390: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 20.04.3 LTS: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS306090120150SE +/- 0.20, N = 3SE +/- 0.70, N = 3SE +/- 0.82, N = 3SE +/- 1.75, N = 3107.7126.3122.0132.9-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.71121.42242.13362.84483.556SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 33.1612.8312.5742.824

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS80160240320400313.76378.61380.73384.95

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS30060090012001500SE +/- 1.49, N = 3SE +/- 15.52, N = 3SE +/- 7.09, N = 3SE +/- 7.59, N = 31317.31465.41549.01262.81. macOS 12.1: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35390: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 20.04.3 LTS: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.16970.33940.50910.67880.8485SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.7540.6700.6160.668

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS6001200180024003000SE +/- 3.59, N = 3SE +/- 32.78, N = 3SE +/- 30.94, N = 3SE +/- 10.20, N = 32407.72772.72938.02545.2-isysroot-rdynamic-rdynamic -lboost_timer -lboost_system -lboost_chrono-rdynamic1. (CXX) g++ options: -O3 -march=native

FLAC Audio Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.3WAV To FLACmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS48121620SE +/- 0.07, N = 5SE +/- 0.03, N = 5SE +/- 0.03, N = 5SE +/- 0.05, N = 517.0114.4713.9815.72-fvisibility=hidden-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -fvisibility=hidden-fvisibility=hidden1. (CXX) g++ options: -logg -lm

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Memory CopyingmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS2004006008001000SE +/- 3.26, N = 3SE +/- 2.87, N = 3SE +/- 1.42, N = 3SE +/- 3.71, N = 3920.89765.72801.37822.27-lcrypt -lrt -ldl -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -laio -lcrypt -lrt -ldl -latomic-lcrypt -lrt -ldl -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -pthread -lc

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustivemacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 0.21, N = 3SE +/- 1.27, N = 487.4995.5293.33105.10-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -flto -pthread

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1.23082.46163.69244.92326.154SE +/- 0.06, N = 3SE +/- 0.05, N = 4SE +/- 0.03, N = 3SE +/- 0.03, N = 35.474.824.754.63MIN: 5.25 / MAX: 5.83MIN: 4.48 / MAX: 5.09MIN: 4.47 / MAX: 5.03MIN: 4.37 / MAX: 4.94

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TestermacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS80160240320400313.92354.40346.77369.66

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1122334455SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 339.6846.2943.1946.701. firefox 94.0.2

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompilemacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS612182430SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 327.1423.2426.2924.35

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.34830.69661.04491.39321.7415SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 3SE +/- 0.018, N = 41.3751.4351.3301.548-O2 -ltiff-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2 -pthread1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroommacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.29340.58680.88021.17361.467SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.014, N = 31.1931.1521.3041.125

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS16003200480064008000SE +/- 72.10, N = 7SE +/- 23.83, N = 3SE +/- 71.76, N = 7SE +/- 19.78, N = 36586.256940.127629.826942.251. (CC) gcc options: -O3

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilymacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS140280420560700564.84629.78618.86654.17

Selenium

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

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS306090120150SE +/- 0.37, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3130.6114.0123.0113.01. firefox 94.0.2

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS30060090012001500SE +/- 2.23, N = 3SE +/- 4.47, N = 3SE +/- 12.95, N = 3SE +/- 9.08, N = 31310.41510.61506.51379.3-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimemacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS4M8M12M16M20MSE +/- 150398.71, N = 3SE +/- 38304.90, N = 3SE +/- 129573.26, N = 3SE +/- 172370.11, N = 314512457154612861663168114639219-arch -mdynamic-no-pic-lgcov -fno-peel-loops -fno-tracer -mbmi2 -flto=jobserver-lgcov -pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mbmi2 -fno-peel-loops -fno-tracer -flto=jobserver-lgcov -fno-peel-loops -fno-tracer -mbmi2 -flto=jobserver1. (CXX) g++ options: -fprofile-use -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -flto

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.54341.08681.63022.17362.717SE +/- 0.011, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.018, N = 32.3302.2692.1342.415-O2 -ltiff-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2 -pthread1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: MediummacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1.00582.01163.01744.02325.029SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.984.294.474.09-O2-O2 -lpthread -lm -lrt-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lpthread -lm -lrt-O2 -lpthread -lm -lrt1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: MallocmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS6M12M18M24M30MSE +/- 171374.00, N = 3SE +/- 54457.50, N = 3SE +/- 38058.56, N = 3SE +/- 37918.84, N = 326254104.8929454364.4529387341.8829366261.63-lcrypt -lrt -ldl -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -laio -lcrypt -lrt -ldl -latomic-lcrypt -lrt -ldl -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -pthread -lc

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.21, N = 3SE +/- 0.53, N = 3SE +/- 0.40, N = 3SE +/- 0.92, N = 385.4892.0388.2195.89-isysroot1. (CXX) g++ options: -O3 -fPIC -lm

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 BenchmarkmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS90180270360450SE +/- 0.75, N = 3SE +/- 1.79, N = 3SE +/- 3.76, N = 3SE +/- 0.12, N = 3376.86386.66422.33386.05

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Compression SpeedUbuntu 21.10macOS 12.1Clear Linux 35390Ubuntu 20.04.3 LTS2004006008001000SE +/- 1.19, N = 3SE +/- 0.55, N = 3SE +/- 3.89, N = 3SE +/- 1.13, N = 3984.61071.11073.8960.2-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS7001400210028003500SE +/- 2.98, N = 3SE +/- 8.40, N = 3SE +/- 0.60, N = 3SE +/- 5.34, N = 33248.83050.63410.03251.91. macOS 12.1: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35390: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 20.04.3 LTS: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS3691215SE +/- 0.0477, N = 3SE +/- 0.0561, N = 3SE +/- 0.0311, N = 3SE +/- 0.0654, N = 39.50109.99989.751110.5836-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -flto -pthread

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Compression RatingmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS9K18K27K36K45KSE +/- 71.63, N = 3SE +/- 86.66, N = 3SE +/- 85.42, N = 3SE +/- 75.64, N = 3372253945841404390841. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS7001400210028003500SE +/- 10.13, N = 3SE +/- 8.70, N = 3SE +/- 20.69, N = 3SE +/- 4.29, N = 33321.43144.33493.73313.01. macOS 12.1: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35390: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 20.04.3 LTS: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: MediummacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS612182430SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 321.6422.3423.6921.33-O2-O2 -lpthread -lm -lrt-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lpthread -lm -lrt-O2 -lpthread -lm -lrt1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS48121620SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 316.3216.8215.5417.25-isysroot1. (CXX) g++ options: -O3 -fPIC -lm

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS14002800420056007000SE +/- 20.79, N = 3SE +/- 29.14, N = 3SE +/- 28.03, N = 3SE +/- 82.96, N = 36399639262005805

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: Classroom - Compute: CPU-OnlymacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS150300450600750SE +/- 1.52, N = 3SE +/- 1.17, N = 3SE +/- 0.94, N = 3SE +/- 4.31, N = 3635.97673.07675.12700.58

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS4M8M12M16M20MSE +/- 184469.83, N = 9SE +/- 73003.76, N = 3SE +/- 84770.17, N = 3SE +/- 205276.34, N = 419633903196456931998689418246463

rav1e

Xiph rav1e is a Rust-written AV1 video encoder that claims to be the fastest and safest AV1 encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 6macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.60891.21781.82672.43563.0445SE +/- 0.006, N = 3SE +/- 0.008, N = 3SE +/- 0.012, N = 3SE +/- 0.002, N = 32.7062.5312.5662.473

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: Fishy Cat - Compute: CPU-OnlymacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS80160240320400SE +/- 0.42, N = 3SE +/- 0.53, N = 3SE +/- 0.57, N = 3SE +/- 0.53, N = 3329.26344.42342.90360.25

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: SlowmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS510152025SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 321.2021.5722.8620.93-O2-O2 -lpthread -lm -lrt-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lpthread -lm -lrt-O2 -lpthread -lm -lrt1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.20, N = 3SE +/- 0.48, N = 3SE +/- 1.17, N = 3SE +/- 0.41, N = 3100.1109.3109.2108.3-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

Primesieve

Primesieve generates prime numbers using a highly optimized sieve of Eratosthenes implementation. Primesieve benchmarks the CPU's L1/L2 cache performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 7.71e12 Prime Number GenerationmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS918273645SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.08, N = 3SE +/- 0.52, N = 336.9937.4938.2040.38-isysroot-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lpthread1. (CXX) g++ options: -O3

Timed FFmpeg Compilation

This test times how long it takes to build the FFmpeg multimedia library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.4Time To CompilemacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS20406080100SE +/- 0.88, N = 3SE +/- 0.25, N = 3SE +/- 0.23, N = 3SE +/- 0.19, N = 389.9985.2887.5993.09

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS48121620SE +/- 0.07, N = 5SE +/- 0.03, N = 5SE +/- 0.03, N = 5SE +/- 0.00, N = 514.4514.4113.3214.52-isysroot-rdynamic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -rdynamic-rdynamic1. (CXX) g++ options:

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS510152025SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 317.818.719.418.8-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

rav1e

Xiph rav1e is a Rust-written AV1 video encoder that claims to be the fastest and safest AV1 encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 10macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS246810SE +/- 0.011, N = 3SE +/- 0.006, N = 3SE +/- 0.005, N = 3SE +/- 0.015, N = 37.4486.9707.0956.848

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: MediummacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1.22352.4473.67054.8946.1175SE +/- 0.0168, N = 3SE +/- 0.0027, N = 3SE +/- 0.0094, N = 3SE +/- 0.0133, N = 35.00675.43215.00525.4376-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -flto -pthread

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS3691215SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 38.799.239.549.46-isysroot-rdynamic -lrt -lnuma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -rdynamic -lrt -lnuma-rdynamic -lrt -lnuma1. (CXX) g++ options: -O3 -lpthread -ldl

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 315.516.316.816.4-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS2K4K6K8K10KSE +/- 10.84, N = 4SE +/- 13.03, N = 3SE +/- 2.82, N = 11SE +/- 9.39, N = 37585.18187.38220.98177.91. (CC) gcc options: -O3

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS6001200180024003000SE +/- 2.12, N = 3SE +/- 15.11, N = 3SE +/- 26.42, N = 3SE +/- 34.60, N = 32995.62796.22996.63028.91. macOS 12.1: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35390: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 20.04.3 LTS: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS2K4K6K8K10KSE +/- 11.03, N = 3SE +/- 3.72, N = 3SE +/- 1.45, N = 3SE +/- 5.32, N = 37601.98150.18202.18134.91. (CC) gcc options: -O3

rav1e

Xiph rav1e is a Rust-written AV1 video encoder that claims to be the fastest and safest AV1 encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 5macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.45410.90821.36231.81642.2705SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.011, N = 3SE +/- 0.011, N = 32.0181.9101.8981.873

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: BMW27 - Compute: CPU-OnlymacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS60120180240300SE +/- 0.23, N = 3SE +/- 3.21, N = 3SE +/- 1.69, N = 3SE +/- 3.93, N = 9236.49249.00245.92254.52

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: Pabellon Barcelona - Compute: CPU-OnlymacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS2004006008001000SE +/- 1.12, N = 3SE +/- 0.73, N = 3SE +/- 1.52, N = 3SE +/- 1.65, N = 3824.09848.13832.73884.27

Selenium

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

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS306090120150SE +/- 0.18, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3106.3111.0114.0111.01. firefox 94.0.2

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.63651.2731.90952.5463.1825SE +/- 0.002, N = 3SE +/- 0.005, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 32.8292.6992.7432.638

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1122334455SE +/- 0.08, N = 3SE +/- 0.34, N = 3SE +/- 0.27, N = 3SE +/- 0.34, N = 348.3346.0747.1745.35-isysroot-rdynamic -lrt -lnuma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -rdynamic -lrt -lnuma-rdynamic -lrt -lnuma1. (CXX) g++ options: -O3 -lpthread -ldl

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVismacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS3691215SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 310.2110.7510.7510.14MIN: 8.7 / MAX: 11.24MIN: 8.62 / MAX: 11.49MIN: 8.93 / MAX: 11.49MIN: 9.43 / MAX: 11.11

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1122334455SE +/- 0.66, N = 4SE +/- 0.02, N = 3SE +/- 0.37, N = 11SE +/- 0.40, N = 346.5748.8249.3748.961. (CC) gcc options: -O3

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS48121620SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 316.2117.0316.1317.09-O2 -ltiff-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2 -pthread1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1.12842.25683.38524.51365.642SE +/- 0.005, N = 3SE +/- 0.010, N = 3SE +/- 0.004, N = 3SE +/- 0.008, N = 34.7404.7915.0154.878-isysroot-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread1. (CXX) g++ options: -O3 -lm

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS816243240SE +/- 0.03, N = 3SE +/- 0.25, N = 11SE +/- 0.09, N = 3SE +/- 0.29, N = 1532.133.933.633.61. firefox 94.0.2

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS918273645SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.23, N = 3SE +/- 0.15, N = 337.7039.4337.4138.18-O2 -ltiff-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2 -pthread1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS6001200180024003000SE +/- 6.97, N = 3SE +/- 7.49, N = 3SE +/- 22.85, N = 3SE +/- 20.61, N = 32908.22858.93001.22931.81. macOS 12.1: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35390: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 20.04.3 LTS: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS246810SE +/- 0.0592, N = 10SE +/- 0.0421, N = 3SE +/- 0.0366, N = 3SE +/- 0.0045, N = 36.59646.74796.71806.9151MIN: 5.91 / MAX: 7.04MIN: 6.56 / MAX: 7.06MIN: 6.52 / MAX: 7.09MIN: 6.78 / MAX: 7.39

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVismacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS3691215SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 310.3110.3110.6410.17MIN: 8.55 / MAX: 10.87MIN: 9.52 / MAX: 10.87MIN: 10.2 / MAX: 11.24MIN: 9.8 / MAX: 10.75

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.05180.10360.15540.20720.259SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 30.230.220.220.22

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160macOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.05180.10360.15540.20720.259SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 120.230.220.230.22

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS110220330440550SE +/- 0.32, N = 3SE +/- 0.26, N = 3SE +/- 1.47, N = 3SE +/- 0.24, N = 3507.6499.1485.9494.41. firefox 94.0.2

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.63141.26281.89422.52563.157SE +/- 0.00580, N = 3SE +/- 0.02447, N = 3SE +/- 0.00219, N = 3SE +/- 0.00202, N = 32.806252.691472.716472.75944

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian Dragon ObjmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS246810SE +/- 0.0029, N = 3SE +/- 0.0143, N = 3SE +/- 0.0069, N = 3SE +/- 0.0627, N = 37.35187.53297.65927.4665MIN: 7.16 / MAX: 7.67MIN: 7.41 / MAX: 7.94MIN: 7.55 / MAX: 8.11MIN: 7.3 / MAX: 8.03

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Decompression RatingmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS8K16K24K32K40KSE +/- 152.36, N = 3SE +/- 254.45, N = 3SE +/- 242.92, N = 3SE +/- 217.69, N = 3366613637336705352561. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracermacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.59181.18361.77542.36722.959SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.632.582.602.54MIN: 2.43 / MAX: 2.88MIN: 2.34 / MAX: 2.72MIN: 2.48 / MAX: 2.76MIN: 2.48 / MAX: 2.68

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracermacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.20030.40060.60090.80121.0015SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.860.880.890.87MIN: 0.83 / MAX: 0.87MIN: 0.81 / MAX: 0.9MIN: 0.86 / MAX: 0.93MIN: 0.83 / MAX: 0.9

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1224364860SE +/- 0.39, N = 3SE +/- 0.11, N = 3SE +/- 0.61, N = 3SE +/- 0.26, N = 349.6749.8451.2850.101. (CC) gcc options: -O3

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS1.03932.07863.11794.15725.1965SE +/- 0.013, N = 3SE +/- 0.014, N = 3SE +/- 0.025, N = 3SE +/- 0.024, N = 34.6194.4974.5394.481-isysroot-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread1. (CXX) g++ options: -O3 -lm

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS7001400210028003500SE +/- 2.58, N = 3SE +/- 5.57, N = 3SE +/- 8.33, N = 3SE +/- 1.88, N = 33373.23335.43411.93427.5-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVismacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS3691215SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.7712.7712.8212.50MIN: 10.64 / MAX: 13.89MIN: 11.49 / MAX: 13.89MIN: 12.2 / MAX: 14.08MIN: 12.05 / MAX: 13.7

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS8001600240032004000SE +/- 4.96, N = 3SE +/- 15.79, N = 3SE +/- 8.65, N = 3SE +/- 18.14, N = 33634.13643.93723.13707.5-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS246810SE +/- 0.0118, N = 3SE +/- 0.0222, N = 3SE +/- 0.0254, N = 3SE +/- 0.0230, N = 38.53008.68378.72588.5949MIN: 8.31 / MAX: 8.85MIN: 8.56 / MAX: 9.04MIN: 8.6 / MAX: 9.2MIN: 8.45 / MAX: 9.1

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS7001400210028003500SE +/- 8.40, N = 3SE +/- 3.75, N = 3SE +/- 19.99, N = 3SE +/- 19.65, N = 33106.83110.03044.63083.1-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: Asian DragonmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS246810SE +/- 0.0251, N = 3SE +/- 0.0280, N = 3SE +/- 0.0082, N = 3SE +/- 0.0707, N = 37.87927.99428.04798.0121MIN: 7.66 / MAX: 8.13MIN: 7.85 / MAX: 8.33MIN: 7.9 / MAX: 8.36MIN: 7.85 / MAX: 8.53

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS246810SE +/- 0.0154, N = 3SE +/- 0.0239, N = 3SE +/- 0.0084, N = 3SE +/- 0.0268, N = 37.03277.07227.08487.1766MIN: 6.84 / MAX: 7.41MIN: 6.96 / MAX: 7.49MIN: 6.98 / MAX: 7.5MIN: 7.04 / MAX: 7.78

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVismacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.38480.76961.15441.53921.924SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.691.711.701.68MIN: 1.59 / MAX: 1.82MIN: 1.61 / MAX: 1.82MIN: 1.62 / MAX: 1.8MIN: 1.65 / MAX: 1.74

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS7001400210028003500SE +/- 4.50, N = 3SE +/- 9.23, N = 3SE +/- 17.25, N = 3SE +/- 29.24, N = 33447.93426.83474.83483.9-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS7001400210028003500SE +/- 7.09, N = 3SE +/- 14.82, N = 3SE +/- 13.24, N = 3SE +/- 33.13, N = 32993.82996.03015.13033.7-llzma-llzma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StatemacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS0.55151.1031.65452.2062.7575SE +/- 0.001, N = 3SE +/- 0.060, N = 12SE +/- 0.001, N = 3SE +/- 0.014, N = 32.4511.8191.4861.639

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

Test: Semaphores

macOS 12.1: Test failed to run.

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracermacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS306090120150SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 2.38, N = 15SE +/- 2.11, N = 15125.00142.86134.52129.76MIN: 55.56 / MAX: 142.86MIN: 111.11 / MAX: 166.67MIN: 76.92 / MAX: 166.67MIN: 111.11 / MAX: 166.67

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS2004006008001000SE +/- 0.62, N = 3SE +/- 9.37, N = 15SE +/- 2.46, N = 3SE +/- 0.76, N = 31049.1312.11109.8353.31. macOS 12.1: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35390: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 20.04.3 LTS: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

Geometric Mean Of All Test Results

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - macOS 12.1 vs. Ubuntu vs. Clear LinuxmacOS 12.1Ubuntu 21.10Clear Linux 35390Ubuntu 20.04.3 LTS132639526554.2453.9257.2253.19

Number Of First Place Finishes

macOS 12.138 [30.9%]Ubuntu 21.1011 [8.9%]Clear Linux 3539064 [52.0%]Ubuntu 20.04.3 LTS10 [8.1%]Number Of First Place FinishesWins - 123 TestsOpenBenchmarking.org

Number Of Last Place Finishes

macOS 12.155 [44.7%]Ubuntu 21.1014 [11.4%]Clear Linux 353906 [4.9%]Ubuntu 20.04.3 LTS48 [39.0%]Number Of Last Place FinishesLosses - 123 TestsOpenBenchmarking.org

126 Results Shown

LibRaw
Unpacking Firefox
Xonotic:
  3840 x 2160 - Ultimate
  3840 x 2160 - Ultra
  3840 x 2160 - High
  3840 x 2160 - Low
Zstd Compression
PHPBench
Stress-NG
C-Ray
libavif avifenc
PyHPC Benchmarks
Stress-NG:
  MMAP
  Vector Math
  CPU Stress
Git
Zstd Compression
PyBench
GraphicsMagick
Timed HMMer Search
Kvazaar
Himeno Benchmark
libavif avifenc
Kvazaar
SQLite Speedtest
LuxCoreRender
Stress-NG
Kvazaar:
  Bosphorus 1080p - Ultra Fast
  Bosphorus 4K - Ultra Fast
PyHPC Benchmarks
XZ Compression
Selenium
Stress-NG
libavif avifenc
Zstd Compression
Zstd Compression
PyHPC Benchmarks
Appleseed
Zstd Compression
PyHPC Benchmarks
QuantLib
FLAC Audio Encoding
Stress-NG
ASTC Encoder
LuxCoreRender
Appleseed
Selenium
Timed Apache Compilation
WebP Image Encode
IndigoBench
LZ4 Compression
Appleseed
Selenium
Zstd Compression
Stockfish
WebP Image Encode
Kvazaar
Stress-NG
libavif avifenc
Numpy Benchmark
Zstd Compression
Zstd Compression
ASTC Encoder
7-Zip Compression
Zstd Compression
Kvazaar
libavif avifenc
Chaos Group V-RAY
Blender
asmFish
rav1e
Blender
Kvazaar
Zstd Compression
Primesieve
Timed FFmpeg Compilation
WavPack Audio Encoding
Zstd Compression
rav1e
ASTC Encoder
x265
Zstd Compression
LZ4 Compression
Zstd Compression
LZ4 Compression
rav1e
Blender:
  BMW27 - CPU-Only
  Pabellon Barcelona - CPU-Only
Selenium
IndigoBench
x265
OSPray
LZ4 Compression
WebP Image Encode
LAMMPS Molecular Dynamics Simulator
Selenium
WebP Image Encode
Zstd Compression
Embree
OSPray
Intel Open Image Denoise:
  RT.ldr_alb_nrm.3840x2160
  RT.hdr_alb_nrm.3840x2160
Selenium
NAMD
Embree
7-Zip Compression
OSPray:
  NASA Streamlines - Path Tracer
  San Miguel - Path Tracer
LZ4 Compression
LAMMPS Molecular Dynamics Simulator
Zstd Compression
OSPray
Zstd Compression
Embree
Zstd Compression
Embree:
  Pathtracer - Asian Dragon
  Pathtracer ISPC - Crown
OSPray
Zstd Compression:
  8 - Decompression Speed
  19 - Decompression Speed
PyHPC Benchmarks
OSPray
Zstd Compression
Geometric Mean Of All Test Results:
  Result Composite - macOS 12.1 vs. Ubuntu vs. Clear Linux
  Wins - 123 Tests
  Losses - 123 Tests