Linux 6.6 Intel Core i9 13900K Raptor Lake

Intel Core i9-13900K Linux 6.4 / 6.5 / 6.6 Git 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 2309136-PTS-LINUX66R72
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Linux 6.4.14
September 10 2023
  6 Hours, 7 Minutes
Linux 6.5.1
September 10 2023
  8 Hours, 34 Minutes
Linux 6.6-rc1
September 11 2023
  7 Hours, 9 Minutes
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  7 Hours, 17 Minutes

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Linux 6.6 Intel Core i9 13900K Raptor LakeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionLinux 6.4.14Linux 6.5.1Linux 6.6-rc1Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads)ASUS PRIME Z790-P WIFI (0812 BIOS)Intel Device 7a2732GB1000GB Western Digital WDS100T1X0E-00AFY0AMD Radeon RX 7700S/7600S/7600M XT 8GB (1940/1124MHz)Realtek ALC897ASUS VP28UUbuntu 22.046.4.14-060414-generic (x86_64)GNOME Shell 42.9X Server 1.21.1.4 + Wayland4.6 Mesa 23.3~git2308070600.777734~oibaf~j (git-7777349 2023-08-07 jammy-oibaf-ppa) (LLVM 15.0.7 DRM 3.52)OpenCL 1.1 Mesa 23.3~git2308020600.4de7e0~oibaf~j (git-4de7e00 2023-08-02 jammy-oibaf-ppa) + OpenCL 3.01.3.258GCC 11.4.0 + Clang 16.0.6 + LLVM 16.0.6ext43840x21606.5.1-060501-generic (x86_64)4.6 Mesa 23.3~git2308070600.777734~oibaf~j (git-7777349 2023-08-07 jammy-oibaf-ppa) (LLVM 15.0.7 DRM 3.54)6.6.0-060600rc1-generic (x86_64)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/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 Processor Details- Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x119 - Thermald 2.4.9Python Details- Python 3.10.12Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Linux 6.4.14Linux 6.5.1Linux 6.6-rc1Result OverviewPhoronix Test Suite100%105%110%115%RedisJohn The RipperWireGuard + Linux Networking Stack Stress TestSVT-VP9SVT-HEVCVVenCTimed LLVM Compilationuvg2667-Zip CompressionNeural Magic DeepSparsenginxOpenVINOPHPBenchTimed Godot Game Engine CompilationKvazaarBlenderTimed Linux Kernel Compilationlibavif avifencPyPerformanceSVT-AV1x265DarktableOCRMyPDFAOM AV1GIMPRawTherapeeASTC EncoderSQLite SpeedtestWebP Image EncodeSeleniumFLAC Audio EncodingPyBenchsimdjsonlibjpeg-turbo tjbenchGit

Linux 6.6 Intel Core i9 13900K Raptor Lakebuild-llvm: Ninjawireguard: john-the-ripper: HMAC-SHA512build-godot: Time To Compilejohn-the-ripper: MD5deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streampyperformance: python_startupsvt-hevc: 1 - Bosphorus 4Kselenium: Jetstream 2 - Firefoxjohn-the-ripper: Blowfishnginx: 200vvenc: Bosphorus 4K - Fastselenium: Octane - Google Chromenginx: 1000nginx: 500nginx: 100build-linux-kernel: defconfigdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamavifenc: 2pyperformance: raytraceblender: Fishy Cat - CPU-Onlysimdjson: Kostyasvt-av1: Preset 4 - Bosphorus 4Kpyperformance: chaossimdjson: LargeRandpyperformance: crypto_pyaesavifenc: 0pyperformance: floatpyperformance: regex_compilekvazaar: Bosphorus 4K - Mediumopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUselenium: Jetstream 2 - Google Chromeopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUblender: BMW27 - CPU-Onlyredis: SET - 50deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUjohn-the-ripper: bcryptsimdjson: PartialTweetsopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUredis: SADD - 50openvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUsimdjson: DistinctUserIDsimdjson: TopTweetdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamselenium: Speedometer - Firefoxpyperformance: pickle_pure_pythonpyperformance: gouvg266: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Super Fastdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamvvenc: Bosphorus 4K - Fasterselenium: Octane - Firefoxastcenc: Exhaustivekvazaar: Bosphorus 4K - Very Fastdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamuvg266: Bosphorus 4K - Super Fastdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamvvenc: Bosphorus 1080p - Fasteraom-av1: Speed 6 Realtime - Bosphorus 4Kphpbench: PHP Benchmark Suitewebp: Quality 100, Lossless, Highest Compressionredis: LPOP - 50rawtherapee: Total Benchmark Timevvenc: Bosphorus 1080p - Fastpyperformance: django_templateselenium: Speedometer - Google Chromegit: Time To Complete Common Git Commandsaom-av1: Speed 11 Realtime - Bosphorus 4Ksqlite-speedtest: Timed Time - Size 1,000aom-av1: Speed 8 Realtime - Bosphorus 4Kjohn-the-ripper: WPA PSKsvt-hevc: 1 - Bosphorus 1080pselenium: PSPDFKit WASM - Google Chromepyperformance: 2to3svt-av1: Preset 4 - Bosphorus 1080pselenium: PSPDFKit WASM - Firefoxpyperformance: pathlibredis: LPUSH - 50svt-hevc: 7 - Bosphorus 4Ktjbench: Decompression Throughputselenium: WASM collisionDetection - Google Chromekvazaar: Bosphorus 4K - Ultra Fastx265: Bosphorus 4Ksvt-vp9: VMAF Optimized - Bosphorus 4Kgimp: resizeselenium: Kraken - Firefoxocrmypdf: Processing 60 Page PDF Documentkvazaar: Bosphorus 1080p - Mediumastcenc: Thoroughpyperformance: json_loadspyperformance: nbodyuvg266: Bosphorus 1080p - Mediumuvg266: Bosphorus 1080p - Super Fastuvg266: Bosphorus 4K - Very Fastsvt-hevc: 10 - Bosphorus 4Kavifenc: 6encode-flac: WAV To FLACsvt-av1: Preset 8 - Bosphorus 1080paom-av1: Speed 10 Realtime - Bosphorus 4Kredis: GET - 50selenium: Kraken - Google Chromesvt-vp9: Visual Quality Optimized - Bosphorus 4Kavifenc: 10, Losslesssvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Kx265: Bosphorus 1080pastcenc: Fastselenium: WASM collisionDetection - Firefoxaom-av1: Speed 6 Realtime - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 4Kavifenc: 6, Losslesssvt-hevc: 7 - Bosphorus 1080pgimp: unsharp-maskuvg266: Bosphorus 1080p - Ultra Fastaom-av1: Speed 9 Realtime - Bosphorus 1080paom-av1: Speed 10 Realtime - Bosphorus 1080ppybench: Total For Average Test Timeskvazaar: Bosphorus 1080p - Super Fastgimp: auto-levelswebp: Quality 100, Losslessuvg266: Bosphorus 1080p - Very Fastgimp: rotatesvt-vp9: Visual Quality Optimized - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 4Kselenium: WASM imageConvolute - Firefoxaom-av1: Speed 8 Realtime - Bosphorus 1080paom-av1: Speed 11 Realtime - Bosphorus 1080pdarktable: Boat - CPU-onlysvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pastcenc: Mediumselenium: WASM imageConvolute - Google Chromeaom-av1: Speed 9 Realtime - Bosphorus 4Kdarktable: Masskrug - CPU-onlykvazaar: Bosphorus 1080p - Very Fastsvt-av1: Preset 13 - Bosphorus 4Kwebp: Quality 100, Highest Compressionsvt-hevc: 10 - Bosphorus 1080pkvazaar: Bosphorus 1080p - Ultra Fastdarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlysvt-av1: Preset 12 - Bosphorus 1080pwebp: Quality 100svt-av1: Preset 13 - Bosphorus 1080pwebp: DefaultLinux 6.4.14Linux 6.5.1Linux 6.6-rc1309.27695.21169673333156.1581838000627.094518.98398.995.41241.30239743195256.707.594113361178781.88191291.62194643.9244.03256.5384211.923735.38120381.665.375.11844.41.9149.373.13846.380.318.312356.133.342376.853.301530.675.21480.5816.54382.751134.1059.6059.094341185.028.6116418.881413624818103611.57690.4856.34425.199.15872.96392536.8421.96363.884825673.116.101490.031.5715213.231.7213875.038.17.87571.447820.882239918910848.9813.1851.10218.699154.6711769.865115.522867.5296177.5103184.569464.9142763.816815.590915.403578661.338640.5891.4992131.0559122.375298.019739.78124.202896.327255.2824217.010154.8649218.52818.68531380.045343.06396.8916088550.936527019.832.81121.38620.944132.053111.3531.26890.945847821.09235415414.94821618.743673940.0096.82308.833302179.6169.3632.24135.0012.937513.99.24470.7214.489211.757.451.37150.1737.05195.123.76811.082132.886115.956372860.8351.0120.363.534149.0786.16336.8333222.0229.52176.6665.378284.7012.248188.74282.35295.13456209.3010.5612.35151.729.806398.5773.42114.9267.56295.922.076457.51453.70120.090114.61101.782.084155.33186.3315.16635.86260.800.1021.548518.13316.59582.20925.65350.22795.08457671917173.2651598714706.214616.80199.124.91233.76731828176902.956.958108124159455.41171679.65173181.7248.12762.5842191.441638.53422789.905.314.57049.71.9153.878.02850.785.416.342638.932.992659.282.951732.574.56537.8814.82367.902147.3454.2364.844091086.1331.6750378.526112143416119912.66630.9262.12385.7310.23781.75318396.8425.18317.314320145.3817.951335.971.7313817.991.8812689.878.17.88664.900917.876840020711743.4011.9345.91244.949348.8254828.764014.246277.3031155.0658207.786857.6708824.969314.394413.255550111.235936.23102.0895117.4405135.847987.934535.72137.662186.996560.6204197.831260.6321197.83139.59561248.935437.67388.8114730310.883608927.5833.49518.82323.344032.062108.2131.13783.395066519.09235715413.27721588.783712129.7589.44309.220574176.3862.0429.3996.3512.839505.19.65263.7015.017811.864.348.34141.0532.96127.683.76811.156128.519105.825409166.1355.399.153.773100.6784.27339.5478222.3242.99171.5246.081284.5111.906162.10290.39296.42454186.7410.2742.34123.509.467368.1163.28314.9263.42305.181.944456.32460.39122.116214.63103.952.002139.82180.8775.17583.51246.330.0941.535509.35616.60564.98825.80310.104112.56263281250156.8781648967635.342618.726313.25.44243.40837496192417.907.607114315181548.67191326.52191219.5244.00956.0735213.645835.58220281.125.315.07944.51.9149.273.42845.580.417.962354.173.332358.663.321527.695.22472.8416.84377.057133.0260.0658.804207756.9628.5176420.330713543517947711.91666.9455.47431.899.22854.42382256.8322.17359.564814183.716.021497.351.5615347.171.7014053.468.097.88564.126021.089439819010847.1813.2850.28215.117755.5626765.242615.616567.1375178.5691183.503865.2007759.095715.749514.842580471.360040.4891.6955130.7895122.330098.005438.69124.267396.414854.8862218.502254.8408218.69298.62251390.034040.92982.9916412150.933574286.0033.65721.02521.043731.986103.0730.83579.375886121.37235515914.41521648.783842480.2196.09309.547454181.5870.2132.45105.2913.189508.19.17966.2714.821711.757.350.42152.8035.89123.903.61711.043132.91999.985432508.7354.2102.073.559106.1785.24337.7643222.6247.18178.6725.336301.0612.215173.19296.54285.01453194.6810.6072.34138.549.696400.1474.36114.9283.47300.502.057486.87494.53120.493814.60101.692.070139.94179.8035.16669.40246.360.1061.558511.29816.58582.35125.83OpenBenchmarking.org

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaLinux 6.5.1Linux 6.6-rc1Linux 6.4.1480160240320400SE +/- 0.59, N = 3SE +/- 0.47, N = 3SE +/- 0.57, N = 3350.23310.10309.28

WireGuard + Linux Networking Stack Stress Test

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestLinux 6.6-rc1Linux 6.4.14Linux 6.5.1306090120150SE +/- 4.06, N = 12SE +/- 0.27, N = 3SE +/- 1.02, N = 3112.5695.2195.08

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512Linux 6.5.1Linux 6.6-rc1Linux 6.4.1415M30M45M60M75MSE +/- 2837291.02, N = 12SE +/- 4941602.26, N = 12SE +/- 444919.97, N = 35767191763281250696733331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileLinux 6.5.1Linux 6.6-rc1Linux 6.4.144080120160200SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.40, N = 3173.27156.88156.16

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: MD5Linux 6.5.1Linux 6.6-rc1Linux 6.4.14400K800K1200K1600K2000KSE +/- 13965.46, N = 7SE +/- 96592.19, N = 12SE +/- 3214.55, N = 31598714164896718380001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.6-rc1Linux 6.4.14150300450600750SE +/- 1.88, N = 3SE +/- 0.52, N = 3SE +/- 5.83, N = 3706.21635.34627.09

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.6-rc1Linux 6.4.14510152025SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 316.8018.7318.98

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupLinux 6.6-rc1Linux 6.5.1Linux 6.4.143691215SE +/- 0.12, N = 3SE +/- 0.09, N = 5SE +/- 0.10, N = 313.209.128.99

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4KLinux 6.5.1Linux 6.4.14Linux 6.6-rc11.2242.4483.6724.8966.12SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 34.915.415.441. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Selenium

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 6.5.1Linux 6.4.14Linux 6.6-rc150100150200250SE +/- 1.94, N = 3SE +/- 0.78, N = 3SE +/- 3.14, N = 3233.77241.30243.411. firefox 117.0

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishLinux 6.5.1Linux 6.6-rc1Linux 6.4.149K18K27K36K45KSE +/- 463.35, N = 15SE +/- 809.89, N = 12SE +/- 14.62, N = 33182837496397431. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200Linux 6.5.1Linux 6.6-rc1Linux 6.4.1440K80K120K160K200KSE +/- 308.61, N = 3SE +/- 628.65, N = 3SE +/- 2169.07, N = 4176902.95192417.90195256.701. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastLinux 6.5.1Linux 6.4.14Linux 6.6-rc1246810SE +/- 0.077, N = 4SE +/- 0.033, N = 3SE +/- 0.100, N = 36.9587.5947.6071. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

Selenium

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromeLinux 6.5.1Linux 6.4.14Linux 6.6-rc120K40K60K80K100KSE +/- 1444.69, N = 15SE +/- 682.73, N = 3SE +/- 738.74, N = 31081241133611143151. chrome 116.0.5845.179

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000Linux 6.5.1Linux 6.4.14Linux 6.6-rc140K80K120K160K200KSE +/- 193.59, N = 3SE +/- 206.63, N = 3SE +/- 405.81, N = 3159455.41178781.88181548.671. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500Linux 6.5.1Linux 6.4.14Linux 6.6-rc140K80K120K160K200KSE +/- 255.25, N = 3SE +/- 355.54, N = 3SE +/- 444.27, N = 3171679.65191291.62191326.521. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100Linux 6.5.1Linux 6.6-rc1Linux 6.4.1440K80K120K160K200KSE +/- 909.81, N = 3SE +/- 662.36, N = 3SE +/- 863.45, N = 3173181.72191219.52194643.921. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigLinux 6.5.1Linux 6.4.14Linux 6.6-rc11122334455SE +/- 0.68, N = 3SE +/- 0.46, N = 4SE +/- 0.32, N = 1148.1344.0344.01

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc11428425670SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 362.5856.5456.07

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc150100150200250SE +/- 0.48, N = 3SE +/- 0.26, N = 3SE +/- 0.35, N = 3191.44211.92213.65

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 1.0Encoder Speed: 2Linux 6.5.1Linux 6.6-rc1Linux 6.4.14918273645SE +/- 0.35, N = 15SE +/- 0.23, N = 3SE +/- 0.08, N = 338.5335.5835.381. (CXX) g++ options: -O3 -fPIC -lm

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceLinux 6.5.1Linux 6.4.14Linux 6.6-rc150100150200250SE +/- 2.93, N = 15SE +/- 0.00, N = 3SE +/- 0.33, N = 3227203202

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Fishy Cat - Compute: CPU-OnlyLinux 6.5.1Linux 6.4.14Linux 6.6-rc120406080100SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 389.9081.6681.12

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: KostyaLinux 6.5.1Linux 6.6-rc1Linux 6.4.141.20832.41663.62494.83326.0415SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.315.315.371. (CXX) g++ options: -O3

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KLinux 6.5.1Linux 6.6-rc1Linux 6.4.141.15162.30323.45484.60645.758SE +/- 0.032, N = 15SE +/- 0.018, N = 3SE +/- 0.029, N = 34.5705.0795.1181. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosLinux 6.5.1Linux 6.6-rc1Linux 6.4.141122334455SE +/- 0.61, N = 15SE +/- 0.03, N = 3SE +/- 0.06, N = 349.744.544.4

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandomLinux 6.4.14Linux 6.5.1Linux 6.6-rc10.42980.85961.28941.71922.149SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.911.911.911. (CXX) g++ options: -O3

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesLinux 6.5.1Linux 6.4.14Linux 6.6-rc11224364860SE +/- 0.66, N = 15SE +/- 0.12, N = 3SE +/- 0.12, N = 353.849.349.2

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 1.0Encoder Speed: 0Linux 6.5.1Linux 6.6-rc1Linux 6.4.1420406080100SE +/- 0.02, N = 3SE +/- 0.44, N = 3SE +/- 0.33, N = 378.0373.4373.141. (CXX) g++ options: -O3 -fPIC -lm

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatLinux 6.5.1Linux 6.4.14Linux 6.6-rc11122334455SE +/- 0.65, N = 13SE +/- 0.06, N = 3SE +/- 0.06, N = 350.746.345.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileLinux 6.5.1Linux 6.6-rc1Linux 6.4.1420406080100SE +/- 0.95, N = 15SE +/- 0.03, N = 3SE +/- 0.03, N = 385.480.480.3

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 2.2Video Input: Bosphorus 4K - Video Preset: MediumLinux 6.5.1Linux 6.6-rc1Linux 6.4.14510152025SE +/- 0.04, N = 3SE +/- 0.14, N = 12SE +/- 0.15, N = 316.3417.9618.311. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc16001200180024003000SE +/- 5.22, N = 3SE +/- 6.89, N = 3SE +/- 7.60, N = 32638.932356.132354.17MIN: 1728.66 / MAX: 3518.83MIN: 1722.27 / MAX: 3041.75MIN: 1820.77 / MAX: 3381.571. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPULinux 6.5.1Linux 6.6-rc1Linux 6.4.140.75151.5032.25453.0063.7575SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 32.993.333.341. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc16001200180024003000SE +/- 7.80, N = 3SE +/- 2.59, N = 3SE +/- 1.81, N = 32659.282376.852358.66MIN: 1744.63 / MAX: 3523.32MIN: 1653.87 / MAX: 3128.88MIN: 1633.33 / MAX: 3064.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc10.7471.4942.2412.9883.735SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 32.953.303.321. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc1400800120016002000SE +/- 3.95, N = 3SE +/- 2.73, N = 3SE +/- 4.26, N = 31732.571530.671527.69MIN: 1219.45 / MAX: 2642.28MIN: 1261.48 / MAX: 2153.42MIN: 1245.52 / MAX: 2434.11. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc11.17452.3493.52354.6985.8725SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 34.565.215.221. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc1120240360480600SE +/- 1.24, N = 3SE +/- 2.53, N = 3SE +/- 0.44, N = 3537.88480.58472.84MIN: 283.72 / MAX: 1567.74MIN: 281.91 / MAX: 1819.21MIN: 277.17 / MAX: 1075.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc148121620SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 314.8216.5416.841. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Selenium

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeLinux 6.5.1Linux 6.6-rc1Linux 6.4.1480160240320400SE +/- 5.21, N = 3SE +/- 1.73, N = 3SE +/- 0.69, N = 3367.90377.06382.751. chrome 116.0.5845.179

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc1306090120150SE +/- 0.54, N = 3SE +/- 0.17, N = 3SE +/- 0.25, N = 3147.34134.10133.02MIN: 90.36 / MAX: 765.94MIN: 95.56 / MAX: 396.86MIN: 85.74 / MAX: 349.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc11326395265SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 354.2359.6060.061. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyLinux 6.5.1Linux 6.4.14Linux 6.6-rc11428425670SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.29, N = 364.8459.0958.80

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50Linux 6.5.1Linux 6.6-rc1Linux 6.4.14900K1800K2700K3600K4500KSE +/- 89650.69, N = 15SE +/- 76521.21, N = 12SE +/- 12864.15, N = 34091086.134207756.964341185.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc1714212835SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 331.6828.6128.52

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc190180270360450SE +/- 0.34, N = 3SE +/- 0.82, N = 3SE +/- 0.24, N = 3378.53418.88420.33

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 22.01Test: Decompression RatingLinux 6.5.1Linux 6.6-rc1Linux 6.4.1430K60K90K120K150KSE +/- 1026.66, N = 15SE +/- 699.70, N = 3SE +/- 700.09, N = 31214341354351362481. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingLinux 6.5.1Linux 6.6-rc1Linux 6.4.1440K80K120K160K200KSE +/- 3740.53, N = 15SE +/- 1438.93, N = 3SE +/- 114.99, N = 31611991794771810361. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPULinux 6.5.1Linux 6.6-rc1Linux 6.4.143691215SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 312.6611.9111.57MIN: 7.52 / MAX: 102.87MIN: 7.82 / MAX: 60.4MIN: 7.62 / MAX: 58.681. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPULinux 6.5.1Linux 6.6-rc1Linux 6.4.14150300450600750SE +/- 2.43, N = 3SE +/- 2.64, N = 3SE +/- 2.95, N = 3630.92666.94690.481. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc11428425670SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 362.1256.3455.47MIN: 31.33 / MAX: 333.99MIN: 29.26 / MAX: 335.02MIN: 23.14 / MAX: 211.781. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc190180270360450SE +/- 0.80, N = 3SE +/- 1.55, N = 3SE +/- 1.22, N = 3385.73425.19431.891. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPULinux 6.5.1Linux 6.6-rc1Linux 6.4.143691215SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 310.239.229.15MIN: 5.61 / MAX: 80.94MIN: 5.62 / MAX: 64.74MIN: 5.63 / MAX: 63.191. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPULinux 6.5.1Linux 6.6-rc1Linux 6.4.142004006008001000SE +/- 4.97, N = 3SE +/- 1.32, N = 3SE +/- 1.97, N = 3781.75854.42872.961. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptLinux 6.5.1Linux 6.6-rc1Linux 6.4.148K16K24K32K40KSE +/- 511.59, N = 12SE +/- 130.71, N = 3SE +/- 565.21, N = 33183938225392531. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetsLinux 6.6-rc1Linux 6.4.14Linux 6.5.1246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.836.846.841. (CXX) g++ options: -O3

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPULinux 6.5.1Linux 6.6-rc1Linux 6.4.14612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 325.1822.1721.96MIN: 12.04 / MAX: 268.7MIN: 12.18 / MAX: 92.23MIN: 12.48 / MAX: 92.921. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPULinux 6.5.1Linux 6.6-rc1Linux 6.4.1480160240320400SE +/- 0.37, N = 3SE +/- 0.45, N = 3SE +/- 1.67, N = 3317.31359.56363.881. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 50Linux 6.5.1Linux 6.6-rc1Linux 6.4.141000K2000K3000K4000K5000KSE +/- 107778.44, N = 12SE +/- 43633.94, N = 15SE +/- 52928.01, N = 54320145.384814183.704825673.101. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc148121620SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 317.9516.1016.02MIN: 9.65 / MAX: 145.04MIN: 9.11 / MAX: 137.77MIN: 9.1 / MAX: 136.771. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc130060090012001500SE +/- 2.42, N = 3SE +/- 0.91, N = 3SE +/- 1.43, N = 31335.971490.031497.351. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc10.38930.77861.16791.55721.9465SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.731.571.56MIN: 0.88 / MAX: 18.06MIN: 0.75 / MAX: 9.53MIN: 0.92 / MAX: 9.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc13K6K9K12K15KSE +/- 6.22, N = 3SE +/- 10.06, N = 3SE +/- 12.91, N = 313817.9915213.2315347.171. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc10.4230.8461.2691.6922.115SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.881.721.70MIN: 1.01 / MAX: 11.34MIN: 0.82 / MAX: 10.33MIN: 1.05 / MAX: 10.311. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 6.5.1Linux 6.4.14Linux 6.6-rc13K6K9K12K15KSE +/- 18.74, N = 3SE +/- 15.31, N = 3SE +/- 20.15, N = 312689.8713875.0314053.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserIDLinux 6.6-rc1Linux 6.4.14Linux 6.5.1246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 38.098.108.101. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetLinux 6.4.14Linux 6.5.1Linux 6.6-rc1246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.877.887.881. (CXX) g++ options: -O3

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc1140280420560700SE +/- 1.80, N = 3SE +/- 0.69, N = 3SE +/- 0.68, N = 3664.90571.45564.13

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc1510152025SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 317.8820.8821.09

Selenium

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxLinux 6.6-rc1Linux 6.4.14Linux 6.5.190180270360450SE +/- 3.06, N = 3SE +/- 2.08, N = 3SE +/- 1.76, N = 33983994001. firefox 117.0

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonLinux 6.5.1Linux 6.6-rc1Linux 6.4.1450100150200250SE +/- 4.11, N = 15SE +/- 1.86, N = 3SE +/- 0.33, N = 3207190189

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goLinux 6.5.1Linux 6.6-rc1Linux 6.4.14306090120150SE +/- 2.38, N = 15SE +/- 0.33, N = 3SE +/- 0.58, N = 3117108108

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.141122334455SE +/- 0.34, N = 15SE +/- 0.31, N = 15SE +/- 0.13, N = 343.4047.1848.98

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumLinux 6.5.1Linux 6.4.14Linux 6.6-rc13691215SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 311.9313.1813.28

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 2.2Video Input: Bosphorus 4K - Video Preset: Super FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.141224364860SE +/- 0.37, N = 15SE +/- 0.70, N = 3SE +/- 0.43, N = 1545.9150.2851.101. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc150100150200250SE +/- 1.56, N = 3SE +/- 0.93, N = 3SE +/- 0.47, N = 3244.95218.70215.12

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc11224364860SE +/- 0.33, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 348.8354.6755.56

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc12004006008001000SE +/- 0.81, N = 3SE +/- 0.98, N = 3SE +/- 2.06, N = 3828.76769.87765.24

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc148121620SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 314.2515.5215.62

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc120406080100SE +/- 0.16, N = 3SE +/- 0.29, N = 3SE +/- 0.39, N = 377.3067.5367.14

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc14080120160200SE +/- 0.30, N = 3SE +/- 0.79, N = 3SE +/- 1.04, N = 3155.07177.51178.57

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc150100150200250SE +/- 1.57, N = 3SE +/- 0.35, N = 3SE +/- 0.39, N = 3207.79184.57183.50

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc11530456075SE +/- 0.47, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 357.6764.9165.20

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc12004006008001000SE +/- 3.87, N = 3SE +/- 1.81, N = 3SE +/- 1.66, N = 3824.97763.82759.10

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc148121620SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 314.3915.5915.75

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterLinux 6.5.1Linux 6.6-rc1Linux 6.4.1448121620SE +/- 0.18, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 313.2614.8415.401. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

Selenium

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxLinux 6.5.1Linux 6.4.14Linux 6.6-rc112K24K36K48K60KSE +/- 732.21, N = 3SE +/- 45.39, N = 3SE +/- 67.84, N = 35501157866580471. firefox 117.0

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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveLinux 6.5.1Linux 6.4.14Linux 6.6-rc10.3060.6120.9181.2241.53SE +/- 0.0158, N = 3SE +/- 0.0067, N = 3SE +/- 0.0061, N = 31.23591.33861.36001. (CXX) g++ options: -O3 -flto -pthread

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 2.2Video Input: Bosphorus 4K - Video Preset: Very FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.14918273645SE +/- 0.34, N = 15SE +/- 0.49, N = 4SE +/- 0.53, N = 336.2340.4840.581. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.6-rc1Linux 6.4.1420406080100SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3102.0991.7091.50

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.6-rc1Linux 6.4.14306090120150SE +/- 0.12, N = 3SE +/- 0.30, N = 3SE +/- 0.28, N = 3117.44130.79131.06

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc1306090120150SE +/- 0.56, N = 3SE +/- 0.75, N = 3SE +/- 0.22, N = 3135.85122.38122.33

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.6-rc1Linux 6.4.1420406080100SE +/- 0.35, N = 3SE +/- 0.18, N = 3SE +/- 0.60, N = 387.9398.0198.02

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.14918273645SE +/- 0.26, N = 15SE +/- 0.25, N = 3SE +/- 0.09, N = 335.7238.6939.78

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.6-rc1Linux 6.4.14306090120150SE +/- 0.19, N = 3SE +/- 1.12, N = 3SE +/- 0.52, N = 3137.66124.27124.20

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc120406080100SE +/- 0.10, N = 3SE +/- 0.44, N = 3SE +/- 0.86, N = 387.0096.3396.41

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc11428425670SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 360.6255.2854.89

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc150100150200250SE +/- 0.13, N = 3SE +/- 0.14, N = 3SE +/- 0.44, N = 3197.83217.01218.50

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc11428425670SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 360.6354.8654.84

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc150100150200250SE +/- 0.23, N = 3SE +/- 0.35, N = 3SE +/- 0.31, N = 3197.83218.53218.69

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc13691215SE +/- 0.0246, N = 3SE +/- 0.0024, N = 3SE +/- 0.0179, N = 39.59568.68538.6225

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamLinux 6.5.1Linux 6.4.14Linux 6.6-rc130060090012001500SE +/- 3.12, N = 3SE +/- 0.47, N = 3SE +/- 3.04, N = 31248.941380.051390.03

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FasterLinux 6.5.1Linux 6.6-rc1Linux 6.4.141020304050SE +/- 0.41, N = 15SE +/- 0.26, N = 3SE +/- 0.40, N = 337.6740.9343.061. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KLinux 6.6-rc1Linux 6.5.1Linux 6.4.1420406080100SE +/- 1.29, N = 15SE +/- 1.63, N = 14SE +/- 2.01, N = 1482.9988.8196.891. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

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 SuiteLinux 6.5.1Linux 6.4.14Linux 6.6-rc1400K800K1200K1600K2000KSE +/- 25349.46, N = 15SE +/- 14714.08, N = 7SE +/- 4409.66, N = 3147303116088551641215

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Lossless, Highest CompressionLinux 6.5.1Linux 6.4.14Linux 6.6-rc10.20930.41860.62790.83721.0465SE +/- 0.01, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 30.880.930.931. (CC) gcc options: -fvisibility=hidden -O2 -lm

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 50Linux 6.6-rc1Linux 6.5.1Linux 6.4.141.4M2.8M4.2M5.6M7MSE +/- 24192.95, N = 3SE +/- 26986.45, N = 3SE +/- 61180.11, N = 143574286.003608927.586527019.801. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeLinux 6.6-rc1Linux 6.5.1Linux 6.4.14816243240SE +/- 0.20, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 333.6633.5032.811. RawTherapee, version 5.8, command line.

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.14510152025SE +/- 0.23, N = 4SE +/- 0.24, N = 3SE +/- 0.19, N = 318.8221.0321.391. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateLinux 6.5.1Linux 6.6-rc1Linux 6.4.14612182430SE +/- 0.28, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 323.321.020.9

Selenium

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeLinux 6.6-rc1Linux 6.5.1Linux 6.4.14100200300400500SE +/- 0.58, N = 3SE +/- 1.20, N = 3SE +/- 2.60, N = 34374404411. chrome 116.0.5845.179

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 CommandsLinux 6.5.1Linux 6.4.14Linux 6.6-rc1714212835SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 332.0632.0531.991. git version 2.34.1

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 11 Realtime - Input: Bosphorus 4KLinux 6.6-rc1Linux 6.5.1Linux 6.4.1420406080100SE +/- 1.05, N = 15SE +/- 1.42, N = 15SE +/- 1.04, N = 15103.07108.21111.351. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

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 1,000Linux 6.4.14Linux 6.5.1Linux 6.6-rc1714212835SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 331.2731.1430.841. (CC) gcc options: -O2 -lz

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KLinux 6.6-rc1Linux 6.5.1Linux 6.4.1420406080100SE +/- 0.71, N = 15SE +/- 1.29, N = 14SE +/- 0.93, N = 579.3783.3990.941. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKLinux 6.5.1Linux 6.4.14Linux 6.6-rc113K26K39K52K65KSE +/- 162.03, N = 3SE +/- 162.78, N = 3SE +/- 209.73, N = 35066558478588611. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pLinux 6.5.1Linux 6.4.14Linux 6.6-rc1510152025SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 319.0921.0921.371. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Selenium

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeLinux 6.5.1Linux 6.6-rc1Linux 6.4.145001000150020002500SE +/- 3.28, N = 3SE +/- 5.51, N = 3SE +/- 5.21, N = 32357235523541. chrome 116.0.5845.179

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Linux 6.6-rc1Linux 6.5.1Linux 6.4.144080120160200SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3159154154

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 1080pLinux 6.5.1Linux 6.6-rc1Linux 6.4.1448121620SE +/- 0.16, N = 15SE +/- 0.03, N = 3SE +/- 0.05, N = 313.2814.4214.951. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11

Selenium

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxLinux 6.6-rc1Linux 6.4.14Linux 6.5.15001000150020002500SE +/- 4.16, N = 3SE +/- 2.33, N = 3SE +/- 2.03, N = 32164216121581. firefox 117.0

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibLinux 6.6-rc1Linux 6.5.1Linux 6.4.14246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 38.788.788.74

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 50Linux 6.4.14Linux 6.5.1Linux 6.6-rc1800K1600K2400K3200K4000KSE +/- 26791.23, N = 3SE +/- 8153.44, N = 3SE +/- 36644.94, N = 63673940.003712129.753842480.211. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KLinux 6.5.1Linux 6.6-rc1Linux 6.4.1420406080100SE +/- 1.12, N = 3SE +/- 1.38, N = 15SE +/- 1.81, N = 1589.4496.0996.821. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

libjpeg-turbo tjbench

tjbench is a JPEG decompression/compression benchmark that is part of libjpeg-turbo, a JPEG image codec library optimized for SIMD instructions on modern CPU architectures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression ThroughputLinux 6.4.14Linux 6.5.1Linux 6.6-rc170140210280350SE +/- 0.49, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3308.83309.22309.551. (CC) gcc options: -O3 -rdynamic

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeLinux 6.6-rc1Linux 6.4.14Linux 6.5.14080120160200SE +/- 2.03, N = 15SE +/- 2.35, N = 3SE +/- 0.08, N = 3181.58179.61176.381. chrome 116.0.5845.179

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 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastLinux 6.5.1Linux 6.4.14Linux 6.6-rc11632486480SE +/- 0.23, N = 3SE +/- 1.13, N = 12SE +/- 0.58, N = 962.0469.3670.211. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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 4KLinux 6.5.1Linux 6.4.14Linux 6.6-rc1816243240SE +/- 0.31, N = 3SE +/- 0.33, N = 5SE +/- 0.07, N = 329.3932.2432.451. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KLinux 6.5.1Linux 6.6-rc1Linux 6.4.14306090120150SE +/- 1.68, N = 15SE +/- 0.14, N = 3SE +/- 2.09, N = 1596.35105.29135.001. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: resizeLinux 6.6-rc1Linux 6.4.14Linux 6.5.13691215SE +/- 0.13, N = 6SE +/- 0.07, N = 3SE +/- 0.12, N = 713.1912.9412.84

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxLinux 6.4.14Linux 6.6-rc1Linux 6.5.1110220330440550SE +/- 1.33, N = 3SE +/- 4.44, N = 3SE +/- 3.30, N = 3513.9508.1505.11. firefox 117.0

OCRMyPDF

OCRMyPDF is an optical character recognition (OCR) text layer to scanned PDF files, producing new PDFs with the text now selectable/searchable/copy-paste capable. OCRMyPDF leverages the Tesseract OCR engine and is written in Python. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 13.4.0+dfsgProcessing 60 Page PDF DocumentLinux 6.5.1Linux 6.4.14Linux 6.6-rc13691215SE +/- 0.091, N = 3SE +/- 0.118, N = 15SE +/- 0.130, N = 39.6529.2449.179

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 2.2Video Input: Bosphorus 1080p - Video Preset: MediumLinux 6.5.1Linux 6.6-rc1Linux 6.4.141632486480SE +/- 0.72, N = 15SE +/- 0.64, N = 3SE +/- 0.74, N = 363.7066.2770.721. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughLinux 6.4.14Linux 6.6-rc1Linux 6.5.148121620SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 314.4914.8215.021. (CXX) g++ options: -O3 -flto -pthread

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsLinux 6.5.1Linux 6.6-rc1Linux 6.4.143691215SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 311.811.711.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyLinux 6.5.1Linux 6.4.14Linux 6.6-rc11428425670SE +/- 0.70, N = 3SE +/- 0.51, N = 3SE +/- 0.13, N = 364.357.457.3

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: MediumLinux 6.5.1Linux 6.6-rc1Linux 6.4.141224364860SE +/- 0.40, N = 8SE +/- 0.57, N = 4SE +/- 0.27, N = 348.3450.4251.37

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super FastLinux 6.5.1Linux 6.4.14Linux 6.6-rc1306090120150SE +/- 3.52, N = 15SE +/- 3.44, N = 12SE +/- 2.26, N = 15141.05150.17152.80

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.14918273645SE +/- 0.38, N = 4SE +/- 0.49, N = 3SE +/- 0.07, N = 332.9635.8937.05

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KLinux 6.6-rc1Linux 6.5.1Linux 6.4.144080120160200SE +/- 0.74, N = 15SE +/- 2.38, N = 15SE +/- 0.53, N = 3123.90127.68195.121. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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 1.0Encoder Speed: 6Linux 6.5.1Linux 6.4.14Linux 6.6-rc10.84781.69562.54343.39124.239SE +/- 0.106, N = 15SE +/- 0.137, N = 15SE +/- 0.099, N = 153.7683.7683.6171. (CXX) g++ options: -O3 -fPIC -lm

FLAC Audio Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.4WAV To FLACLinux 6.5.1Linux 6.4.14Linux 6.6-rc13691215SE +/- 0.04, N = 5SE +/- 0.03, N = 5SE +/- 0.01, N = 511.1611.0811.041. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 1080pLinux 6.5.1Linux 6.4.14Linux 6.6-rc1306090120150SE +/- 2.44, N = 15SE +/- 0.36, N = 3SE +/- 1.08, N = 15128.52132.89132.921. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4KLinux 6.6-rc1Linux 6.5.1Linux 6.4.14306090120150SE +/- 0.68, N = 15SE +/- 1.05, N = 6SE +/- 0.33, N = 399.98105.82115.951. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50Linux 6.5.1Linux 6.6-rc1Linux 6.4.141.4M2.8M4.2M5.6M7MSE +/- 59708.19, N = 4SE +/- 32399.38, N = 3SE +/- 21190.91, N = 35409166.15432508.76372860.81. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeLinux 6.5.1Linux 6.6-rc1Linux 6.4.1480160240320400SE +/- 1.50, N = 3SE +/- 1.85, N = 3SE +/- 0.84, N = 3355.3354.2351.01. chrome 116.0.5845.179

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KLinux 6.5.1Linux 6.6-rc1Linux 6.4.14306090120150SE +/- 1.14, N = 15SE +/- 0.97, N = 3SE +/- 0.72, N = 399.15102.07120.361. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 1.0Encoder Speed: 10, LosslessLinux 6.5.1Linux 6.6-rc1Linux 6.4.140.84891.69782.54673.39564.2445SE +/- 0.121, N = 15SE +/- 0.094, N = 12SE +/- 0.087, N = 123.7733.5593.5341. (CXX) g++ options: -O3 -fPIC -lm

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KLinux 6.5.1Linux 6.6-rc1Linux 6.4.14306090120150SE +/- 2.01, N = 15SE +/- 0.87, N = 3SE +/- 0.52, N = 3100.67106.17149.071. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 1080pLinux 6.5.1Linux 6.6-rc1Linux 6.4.1420406080100SE +/- 0.72, N = 13SE +/- 0.12, N = 3SE +/- 0.42, N = 384.2785.2486.161. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastLinux 6.4.14Linux 6.6-rc1Linux 6.5.170140210280350SE +/- 1.06, N = 3SE +/- 1.41, N = 3SE +/- 0.33, N = 3336.83337.76339.551. (CXX) g++ options: -O3 -flto -pthread

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxLinux 6.6-rc1Linux 6.5.1Linux 6.4.1450100150200250SE +/- 0.57, N = 3SE +/- 0.42, N = 3SE +/- 0.19, N = 3222.6222.3222.01. firefox 117.0

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080pLinux 6.4.14Linux 6.5.1Linux 6.6-rc150100150200250SE +/- 3.83, N = 15SE +/- 3.60, N = 15SE +/- 3.81, N = 15229.52242.99247.181. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 4KLinux 6.5.1Linux 6.4.14Linux 6.6-rc14080120160200SE +/- 4.12, N = 15SE +/- 4.24, N = 12SE +/- 0.90, N = 3171.52176.67178.671. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11

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 1.0Encoder Speed: 6, LosslessLinux 6.5.1Linux 6.4.14Linux 6.6-rc1246810SE +/- 0.109, N = 15SE +/- 0.010, N = 3SE +/- 0.032, N = 36.0815.3785.3361. (CXX) g++ options: -O3 -fPIC -lm

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pLinux 6.5.1Linux 6.4.14Linux 6.6-rc170140210280350SE +/- 13.20, N = 15SE +/- 12.48, N = 15SE +/- 10.18, N = 15284.51284.70301.061. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: unsharp-maskLinux 6.4.14Linux 6.6-rc1Linux 6.5.13691215SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 312.2512.2211.91

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.144080120160200SE +/- 4.92, N = 15SE +/- 4.35, N = 12SE +/- 1.55, N = 3162.10173.19188.74

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080pLinux 6.4.14Linux 6.5.1Linux 6.6-rc160120180240300SE +/- 4.34, N = 15SE +/- 5.48, N = 15SE +/- 3.05, N = 15282.35290.39296.541. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080pLinux 6.6-rc1Linux 6.4.14Linux 6.5.160120180240300SE +/- 4.09, N = 15SE +/- 4.34, N = 15SE +/- 4.90, N = 15285.01295.13296.421. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

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 TimesLinux 6.4.14Linux 6.5.1Linux 6.6-rc1100200300400500SE +/- 1.67, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3456454453

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 2.2Video Input: Bosphorus 1080p - Video Preset: Super FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.1450100150200250SE +/- 5.50, N = 15SE +/- 4.79, N = 12SE +/- 1.49, N = 3186.74194.68209.301. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: auto-levelsLinux 6.6-rc1Linux 6.4.14Linux 6.5.13691215SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 310.6110.5610.27

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, LosslessLinux 6.5.1Linux 6.6-rc1Linux 6.4.140.52881.05761.58642.11522.644SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 32.342.342.351. (CC) gcc options: -fvisibility=hidden -O2 -lm

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Very FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.14306090120150SE +/- 0.46, N = 3SE +/- 2.36, N = 15SE +/- 0.29, N = 3123.50138.54151.72

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: rotateLinux 6.4.14Linux 6.6-rc1Linux 6.5.13691215SE +/- 0.005, N = 3SE +/- 0.031, N = 3SE +/- 0.021, N = 39.8069.6969.467

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pLinux 6.5.1Linux 6.4.14Linux 6.6-rc190180270360450SE +/- 21.18, N = 15SE +/- 16.35, N = 15SE +/- 17.13, N = 15368.11398.57400.141. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KLinux 6.5.1Linux 6.4.14Linux 6.6-rc120406080100SE +/- 0.32, N = 3SE +/- 0.93, N = 3SE +/- 0.55, N = 363.2873.4274.361. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxLinux 6.6-rc1Linux 6.5.1Linux 6.4.1448121620SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 314.914.914.91. firefox 117.0

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080pLinux 6.5.1Linux 6.4.14Linux 6.6-rc160120180240300SE +/- 3.79, N = 15SE +/- 4.17, N = 15SE +/- 2.62, N = 3263.42267.56283.471. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 11 Realtime - Input: Bosphorus 1080pLinux 6.4.14Linux 6.6-rc1Linux 6.5.170140210280350SE +/- 4.63, N = 15SE +/- 2.88, N = 6SE +/- 2.99, N = 15295.92300.50305.181. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Boat - Acceleration: CPU-onlyLinux 6.4.14Linux 6.6-rc1Linux 6.5.10.46710.93421.40131.86842.3355SE +/- 0.067, N = 12SE +/- 0.060, N = 15SE +/- 0.005, N = 32.0762.0571.944

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pLinux 6.5.1Linux 6.4.14Linux 6.6-rc1110220330440550SE +/- 25.02, N = 15SE +/- 22.20, N = 14SE +/- 17.31, N = 15456.32457.51486.871. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pLinux 6.4.14Linux 6.5.1Linux 6.6-rc1110220330440550SE +/- 29.38, N = 15SE +/- 28.01, N = 12SE +/- 16.81, N = 15453.70460.39494.531. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumLinux 6.4.14Linux 6.6-rc1Linux 6.5.1306090120150SE +/- 0.19, N = 3SE +/- 0.56, N = 3SE +/- 0.40, N = 3120.09120.49122.121. (CXX) g++ options: -O3 -flto -pthread

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeLinux 6.5.1Linux 6.4.14Linux 6.6-rc148121620SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 314.6314.6114.601. chrome 116.0.5845.179

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KLinux 6.6-rc1Linux 6.4.14Linux 6.5.120406080100SE +/- 0.57, N = 3SE +/- 0.78, N = 3SE +/- 1.44, N = 3101.69101.78103.951. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Masskrug - Acceleration: CPU-onlyLinux 6.4.14Linux 6.6-rc1Linux 6.5.10.46890.93781.40671.87562.3445SE +/- 0.011, N = 3SE +/- 0.027, N = 15SE +/- 0.012, N = 32.0842.0702.002

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 2.2Video Input: Bosphorus 1080p - Video Preset: Very FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.14306090120150SE +/- 1.35, N = 3SE +/- 1.58, N = 3SE +/- 1.43, N = 7139.82139.94155.331. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 4KLinux 6.6-rc1Linux 6.5.1Linux 6.4.144080120160200SE +/- 1.97, N = 5SE +/- 1.93, N = 3SE +/- 0.07, N = 3179.80180.88186.331. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Highest CompressionLinux 6.4.14Linux 6.6-rc1Linux 6.5.11.16332.32663.48994.65325.8165SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.165.165.171. (CC) gcc options: -fvisibility=hidden -O2 -lm

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pLinux 6.5.1Linux 6.4.14Linux 6.6-rc1140280420560700SE +/- 35.17, N = 15SE +/- 20.19, N = 12SE +/- 1.32, N = 3583.51635.86669.401. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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 2.2Video Input: Bosphorus 1080p - Video Preset: Ultra FastLinux 6.5.1Linux 6.6-rc1Linux 6.4.1460120180240300SE +/- 2.57, N = 5SE +/- 2.08, N = 3SE +/- 1.44, N = 3246.33246.36260.801. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Rack - Acceleration: CPU-onlyLinux 6.6-rc1Linux 6.4.14Linux 6.5.10.02390.04780.07170.09560.1195SE +/- 0.006, N = 15SE +/- 0.005, N = 12SE +/- 0.001, N = 150.1060.1020.094

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Room - Acceleration: CPU-onlyLinux 6.6-rc1Linux 6.4.14Linux 6.5.10.35060.70121.05181.40241.753SE +/- 0.008, N = 3SE +/- 0.001, N = 3SE +/- 0.010, N = 31.5581.5481.535

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 1080pLinux 6.5.1Linux 6.6-rc1Linux 6.4.14110220330440550SE +/- 5.03, N = 6SE +/- 2.62, N = 3SE +/- 4.35, N = 3509.36511.30518.131. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100Linux 6.6-rc1Linux 6.4.14Linux 6.5.148121620SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 316.5816.5916.601. (CC) gcc options: -fvisibility=hidden -O2 -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 1080pLinux 6.5.1Linux 6.4.14Linux 6.6-rc1130260390520650SE +/- 6.61, N = 3SE +/- 6.10, N = 3SE +/- 4.68, N = 3564.99582.21582.351. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: DefaultLinux 6.4.14Linux 6.5.1Linux 6.6-rc1612182430SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 325.6525.8025.831. (CC) gcc options: -fvisibility=hidden -O2 -lm

190 Results Shown

Timed LLVM Compilation
WireGuard + Linux Networking Stack Stress Test
John The Ripper
Timed Godot Game Engine Compilation
John The Ripper
Neural Magic DeepSparse:
  BERT-Large, NLP Question Answering - Asynchronous Multi-Stream:
    ms/batch
    items/sec
PyPerformance
SVT-HEVC
Selenium
John The Ripper
nginx
VVenC
Selenium
nginx:
  1000
  500
  100
Timed Linux Kernel Compilation
Neural Magic DeepSparse:
  BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
libavif avifenc
PyPerformance
Blender
simdjson
SVT-AV1
PyPerformance
simdjson
PyPerformance
libavif avifenc
PyPerformance:
  float
  regex_compile
Kvazaar
OpenVINO:
  Person Detection FP16 - CPU:
    ms
    FPS
  Person Detection FP32 - CPU:
    ms
    FPS
  Face Detection FP16 - CPU:
    ms
    FPS
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
Selenium
OpenVINO:
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
Blender
Redis
Neural Magic DeepSparse:
  NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
7-Zip Compression:
  Decompression Rating
  Compression Rating
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16 - CPU:
    ms
    FPS
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
John The Ripper
simdjson
OpenVINO:
  Vehicle Detection FP16 - CPU:
    ms
    FPS
Redis
OpenVINO:
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16 - CPU:
    ms
    FPS
simdjson:
  DistinctUserID
  TopTweet
Neural Magic DeepSparse:
  CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream:
    ms/batch
    items/sec
Selenium
PyPerformance:
  pickle_pure_python
  go
uvg266:
  Bosphorus 4K - Ultra Fast
  Bosphorus 4K - Medium
Kvazaar
Neural Magic DeepSparse:
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream:
    ms/batch
    items/sec
VVenC
Selenium
ASTC Encoder
Kvazaar
Neural Magic DeepSparse:
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream:
    ms/batch
    items/sec
uvg266
Neural Magic DeepSparse:
  CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  ResNet-50, Baseline - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  ResNet-50, Sparse INT8 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
VVenC
AOM AV1
PHPBench
WebP Image Encode
Redis
RawTherapee
VVenC
PyPerformance
Selenium
Git
AOM AV1
SQLite Speedtest
AOM AV1
John The Ripper
SVT-HEVC
Selenium
PyPerformance
SVT-AV1
Selenium
PyPerformance
Redis
SVT-HEVC
libjpeg-turbo tjbench
Selenium
Kvazaar
x265
SVT-VP9
GIMP
Selenium
OCRMyPDF
Kvazaar
ASTC Encoder
PyPerformance:
  json_loads
  nbody
uvg266:
  Bosphorus 1080p - Medium
  Bosphorus 1080p - Super Fast
  Bosphorus 4K - Very Fast
SVT-HEVC
libavif avifenc
FLAC Audio Encoding
SVT-AV1
AOM AV1
Redis
Selenium
SVT-VP9
libavif avifenc
SVT-VP9
x265
ASTC Encoder
Selenium
AOM AV1
SVT-AV1
libavif avifenc
SVT-HEVC
GIMP
uvg266
AOM AV1:
  Speed 9 Realtime - Bosphorus 1080p
  Speed 10 Realtime - Bosphorus 1080p
PyBench
Kvazaar
GIMP
WebP Image Encode
uvg266
GIMP
SVT-VP9
SVT-AV1
Selenium
AOM AV1:
  Speed 8 Realtime - Bosphorus 1080p
  Speed 11 Realtime - Bosphorus 1080p
Darktable
SVT-VP9:
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
ASTC Encoder
Selenium
AOM AV1
Darktable
Kvazaar
SVT-AV1
WebP Image Encode
SVT-HEVC
Kvazaar
Darktable:
  Server Rack - CPU-only
  Server Room - CPU-only
SVT-AV1
WebP Image Encode
SVT-AV1
WebP Image Encode