CachyOS Threadripper AMD Linux

Benchmarks by Michael Larabel for a future article.

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No v3 or v4
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  9 Hours, 21 Minutes
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  9 Hours, 5 Minutes
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CachyOS Threadripper AMD LinuxProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen Resolutionx86-64-v4x86-64-v3No v3 or v4AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 5.19GHz (96 Cores / 192 Threads)HP Z6 G5 A Workstation 8B24 (U65 Ver. 01.01.04 BIOS)AMD Device 14a48 x 16GB DDR5-5200MT/s Hynix HMCG78AGBRA190N2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1NVIDIA RTX A4000 16GBNVIDIA GA104 HD AudioASUS VP28URealtek RTL8111/8168/8411CachyOS rolling6.7.2-2-cachyos (x86_64)GNOME Shell 45.3X Server 1.21.1.11NVIDIA 545.29.064.6.0GCC 13.2.1 20240118 + Clang 16.0.6 + LLVM 16.0.6xfs3840x2160GCC 13.2.1 20231026 + Clang 16.0.6 + LLVM 16.0.66.7.2-1-cachyos (x86_64)GCC 13.2.1 20230801 + Clang 16.0.6 + LLVM 16.0.6OpenBenchmarking.orgKernel Details- Transparent Huge Pages: alwaysCompiler Details- x86-64-v4: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=ada,c,c++,d,fortran,go,lto,objc,obj-c++ --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu - x86-64-v3: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=ada,c,c++,d,fortran,go,lto,m2,objc,obj-c++ --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu - No v3 or v4: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=ada,c,c++,d,fortran,go,lto,m2,objc,obj-c++ --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu Processor Details- Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105Java Details- OpenJDK Runtime Environment (build 11.0.22+7)Python Details- Python 3.11.7Security 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: Mitigation of Safe RET + 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 STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

x86-64-v4x86-64-v3No v3 or v4Result OverviewPhoronix Test Suite100%133%166%198%PHPBenchGNU RadioTimed LLVM CompilationTimed Linux Kernel Compilationctx_clockGitlibrsvgOpenSCADRawTherapeePyBenchJava SciMarkStockfishChaos Group V-RAYWireGuard + Linux Networking Stack Stress TestQuantLibZ3 Theorem ProverOpenSSLSpeedbSeleniumx265CraftyVVenCuvg266SVT-AV1OSPRayAppleseed7-Zip CompressionApache CassandraKvazaarTensorFlowBlenderZstd CompressionLlamafilePyPerformanceRenaissanceDaCapo Benchmark

CachyOS Threadripper AMD Linuxtensorflow: CPU - 512 - VGG-16gmic: 3D Elevated Function In Rand Colors, 100 Timesospray: particle_volume/pathtracer/real_timetensorflow: CPU - 512 - ResNet-50gnuradio: Hilbert Transformgnuradio: FM Deemphasis Filtergnuradio: IIR Filtergnuradio: FIR Filtergnuradio: Signal Source (Cosine)gnuradio: Five Back to Back FIR Filtersstockfish: Total Timewireguard: renaissance: Scala Dottydacapobench: Tradebeansopenssl: SHA256openssl: SHA512compress-zstd: 3 - Decompression Speedcompress-zstd: 3 - Compression Speedbuild-llvm: Unix Makefilesspeedb: Read While Writingselenium: Jetstream 2 - Firefoxospray: particle_volume/scivis/real_timeblender: Barbershop - CPU-Onlybuild-linux-kernel: defconfigcassandra: Writesgmic: 2D Function Plotting, 1000 Timesbuild-llvm: Ninjacompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedrenaissance: ALS Movie Lensappleseed: Material Testerospray: particle_volume/ao/real_timev-ray: CPUcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedvvenc: Bosphorus 4K - Fastappleseed: Emilyquantlib: Multi-Threadedspeedb: Update Randspeedb: Read Rand Write Randspeedb: Rand Readpyperformance: python_startupdacapobench: Apache Cassandraopenscad: Pistolopenscad: Leonardo Phone Case Slimopenscad: Mini-ITX Casedacapobench: Spring Bootospray: gravity_spheres_volume/dim_512/ao/real_timellamafile: mistral-7b-instruct-v0.2.Q8_0 - CPUospray: gravity_spheres_volume/dim_512/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timepybench: Total For Average Test Timespyperformance: django_templatez3: 2.smt2rawtherapee: Total Benchmark Timerenaissance: Apache Spark ALSgegl: Cartoonselenium: Speedometer - Firefoxblender: Pabellon Barcelona - CPU-Onlydacapobench: BioJava Biological Data Frameworkvvenc: Bosphorus 4K - Fastergit: Time To Complete Common Git Commandscompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedpyperformance: raytracephpbench: PHP Benchmark Suitecompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingselenium: PSPDFKit WASM - Firefoxdacapobench: Avrora AVR Simulation Frameworkdacapobench: Eclipsellamafile: wizardcoder-python-34b-v1.0.Q6_K - CPUgegl: Wavelet Blurpyperformance: 2to3dacapobench: Tradesoapblender: Classroom - CPU-Onlyrenaissance: Rand Forestpyperformance: regex_compilegegl: Rotate 90 Degreestensorflow: CPU - 1 - ResNet-50pyperformance: godacapobench: H2 Database Enginedacapobench: H2O In-Memory Platform For Machine Learningjava-scimark2: Compositepyperformance: pathlibrsvg: SVG Files To PNGgegl: Color Enhanceappleseed: Disney Materialdacapobench: Apache Lucene Search Indexpyperformance: json_loadsselenium: Kraken - Firefoxdacapobench: Apache Kafkapyperformance: nbodydacapobench: jMonkeyEnginepyperformance: pickle_pure_pythonblender: Fishy Cat - CPU-Onlyz3: 1.smt2renaissance: Apache Spark Bayesgegl: Antialiasuvg266: Bosphorus 4K - Slowsvt-av1: Preset 4 - Bosphorus 4Kgegl: Scalepyperformance: floatuvg266: Bosphorus 4K - Mediumx265: Bosphorus 4Kpyperformance: crypto_pyaespyperformance: chaosblender: BMW27 - CPU-Onlydacapobench: GraphChigegl: Tile Glassgegl: Reflectselenium: WASM collisionDetection - Firefoxsvt-av1: Preset 13 - Bosphorus 4Kcrafty: Elapsed Timedacapobench: Jythonkvazaar: Bosphorus 4K - Slowkvazaar: Bosphorus 4K - Mediumllamafile: llava-v1.5-7b-q4 - CPUgimp: unsharp-masktensorflow: CPU - 1 - VGG-16gmic: Plotting Isosurface Of A 3D Volume, 1000 Timesdacapobench: Zxing 1D/2D Barcode Image Processingdacapobench: PMD Source Code Analyzergimp: resizeselenium: WASM imageConvolute - Firefoxgimp: rotategimp: auto-levelsuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastdacapobench: Apache Xalan XSLTuvg266: Bosphorus 4K - Ultra Fastdacapobench: Apache Lucene Search Enginedacapobench: Apache Tomcatsvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Kkvazaar: Bosphorus 4K - Very Fastoctave-benchmark: kvazaar: Bosphorus 4K - Super Fastdarktable: Server Room - CPU-onlykvazaar: Bosphorus 4K - Ultra Fastctx-clock: Context Switch Timedacapobench: Batik SVG Toolkitgegl: Cropdarktable: Server Rack - CPU-onlyopenscad: Projector Mount Swiveldarktable: Masskrug - CPU-onlydarktable: Boat - CPU-onlydacapobench: FOP Print Formatteropenscad: Retro Carjava-scimark2: Jacobi Successive Over-Relaxationjava-scimark2: Dense LU Matrix Factorizationjava-scimark2: Sparse Matrix Multiplyjava-scimark2: Fast Fourier Transformjava-scimark2: Monte Carlox86-64-v4x86-64-v3No v3 or v472.52560.940189.673132.30655.7911.5385.51353.94635.1748.6316348838226.940552.510971131972819647433032147135712.19635.5161.95915742769217.30125.5720130.8927.578309725103.538104.2134977.0131.64742.2151.00126725.04021066704903.262.59.23497.957376316288.250180025158625292438216.98568646.56314.64822.013188026.160918.0127.343925.334559321.749.46445.5391237.863.83232939.92461516.23635.0176368.41086.66137.1995.95979.56109.817920210676528477191202351527180047.6443.190150670527.31471.067.736.9654.7485.7236841265542.4712.824.50534.79037.1827273111.9487.5633562.9688018019.3920.647431.527.82631.349.9077.87345.235.1135.2743.241.415.33217822.06122.047266.2242.34513918436388344.2044.1527.2716.81612.0810.748348164915.50826.910.35913.03769.7470.5280072.7214781401102.129245.07086.484.01589.691.35292.8421011336.2540.1543.8011.1871.3293922.3042373.5718931.453781.55418.892206.8972.45181.636132.42648.0879.2388.01248.03813.4744.1310805004223.435541.39391131490753083433846540805653.09847.8162.57516312709215.81025.5380130.7127.340311540103.7124977.7132.84768.6152.28516725.06681078304833.764.89.26998.301239314870.649992025156415319581006.97567948.43815.47923.222189426.348818.0827.225225.509857821.548.63946.0171236.532539.79467816.22734.6476284.11088.16132.1996.96035.46154.318320581266624907158232352550380747.64151668427.11471.968.14.7986.4233839125413.2212.724.40136.861488280011.9494.3636462.9688617619.3420.453437.231.539.94245.035.2135.5543.141.915.262258271.5236.44013790708382943.9144.0727.1512.16334167927.070.4971.2081273.4014861408104.080238.57186.4989.2793.3120011733.8533962.3192373.5718453.293666.80417.062155.4072.40564.953173.246132.32666.1641.3391.91101.54535.0618.7312914005224.413537.29696129865031843429032366375740.210052.0183.79515767159215.57125.9805130.4528.944310529122.036116.7884882.5135.34744.5149.63607825.57861060994843.263.49.29297.672444319756.050841124799065224549186.92565348.12714.73422.618189126.242518.0927.360725.523358521.748.12946.9051238.466.65532039.72463416.40936.0576298.11089.96024.0982.65966.26220.81838908146645977155902369514079347.6444.478151650927.20469.968.140.0694.7788.0235739725396.9112.525.36737.34537.005031269612.2494.6626862.4688217619.3220.651440.329.31631.449.8778.54144.935.1035.1843.141.215.26222923.74623.508269.0235.25913921913381743.8644.0527.2316.79112.2310.629354169015.30726.910.18913.01170.2271.0480272.9014901357103.391247.27185.954.43589.071.36692.7920811777.4100.1623.8811.2471.3994012.3682370.8118369.553668.67419.232156.28OpenBenchmarking.org

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: VGG-16No v3 or v4x86-64-v3x86-64-v41632486480SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 372.4072.4572.52

G'MIC

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 3D Elevated Function In Random Colors, 100 TimesNo v3 or v4x86-64-v4120240360480600SE +/- 0.29, N = 3SE +/- 0.11, N = 3564.95560.94

Test: 3D Elevated Function In Random Colors, 100 Times

x86-64-v3: The test quit with a non-zero exit status. E: [gmic] G'MIC encountered a fatal error. Please submit a bug report, at: https://github.com/GreycLab/gmic/issues

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeNo v3 or v4x86-64-v3x86-64-v44080120160200SE +/- 4.02, N = 9SE +/- 2.15, N = 12SE +/- 0.94, N = 3173.25181.64189.67

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: ResNet-50No v3 or v4x86-64-v3x86-64-v4306090120150SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3132.32132.42132.30

GNU Radio

GNU Radio is a free software development toolkit providing signal processing blocks to implement software-defined radios (SDR) and signal processing systems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Hilbert TransformNo v3 or v4x86-64-v3x86-64-v4140280420560700SE +/- 4.07, N = 3SE +/- 10.51, N = 3SE +/- 4.67, N = 3666.1648.0655.71. No v3 or v4: 3.10.9.22. x86-64-v3: 3.10.9.23. x86-64-v4: 3.10.8.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FM Deemphasis FilterNo v3 or v4x86-64-v3x86-64-v42004006008001000SE +/- 1.91, N = 3SE +/- 9.07, N = 3SE +/- 1.37, N = 3641.3879.2911.51. No v3 or v4: 3.10.9.22. x86-64-v3: 3.10.9.23. x86-64-v4: 3.10.8.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: IIR FilterNo v3 or v4x86-64-v3x86-64-v490180270360450SE +/- 2.37, N = 3SE +/- 2.15, N = 3SE +/- 1.34, N = 3391.9388.0385.51. No v3 or v4: 3.10.9.22. x86-64-v3: 3.10.9.23. x86-64-v4: 3.10.8.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FIR FilterNo v3 or v4x86-64-v3x86-64-v430060090012001500SE +/- 9.29, N = 3SE +/- 17.92, N = 3SE +/- 7.07, N = 31101.51248.01353.91. No v3 or v4: 3.10.9.22. x86-64-v3: 3.10.9.23. x86-64-v4: 3.10.8.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Signal Source (Cosine)No v3 or v4x86-64-v3x86-64-v410002000300040005000SE +/- 23.82, N = 3SE +/- 32.43, N = 3SE +/- 31.74, N = 34535.03813.44635.11. No v3 or v4: 3.10.9.22. x86-64-v3: 3.10.9.23. x86-64-v4: 3.10.8.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Five Back to Back FIR FiltersNo v3 or v4x86-64-v3x86-64-v4160320480640800SE +/- 2.35, N = 3SE +/- 1.19, N = 3SE +/- 2.35, N = 3618.7744.1748.61. No v3 or v4: 3.10.9.22. x86-64-v3: 3.10.9.23. x86-64-v4: 3.10.8.0

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total TimeNo v3 or v4x86-64-v3x86-64-v470M140M210M280M350MSE +/- 7030584.39, N = 15SE +/- 5719513.31, N = 12SE +/- 6087385.83, N = 153129140053108050043163488381. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

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 TestNo v3 or v4x86-64-v3x86-64-v450100150200250SE +/- 0.30, N = 3SE +/- 0.69, N = 3SE +/- 2.53, N = 4224.41223.44226.94

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyNo v3 or v4x86-64-v3x86-64-v4120240360480600SE +/- 8.75, N = 15SE +/- 8.05, N = 15SE +/- 7.00, N = 15537.2541.3552.5MIN: 410.89 / MAX: 786.48MIN: 408.84 / MAX: 759.72MIN: 412.51 / MAX: 774.54

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradebeansNo v3 or v4x86-64-v3x86-64-v42K4K6K8K10KSE +/- 469.82, N = 12SE +/- 397.41, N = 15SE +/- 779.85, N = 159696939110971

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: SHA256No v3 or v4x86-64-v3x86-64-v430000M60000M90000M120000M150000MSE +/- 299134484.90, N = 3SE +/- 880306408.22, N = 3SE +/- 223309999.04, N = 31298650318431314907530831319728196471. OpenSSL 3.2.0 23 Nov 2023 (Library: OpenSSL 3.2.0 23 Nov 2023)

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: SHA512No v3 or v4x86-64-v3x86-64-v49000M18000M27000M36000M45000MSE +/- 20352444.85, N = 3SE +/- 9950638.77, N = 3SE +/- 8726424.95, N = 34290323663743384654080433032147131. OpenSSL 3.2.0 23 Nov 2023 (Library: OpenSSL 3.2.0 23 Nov 2023)

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedNo v3 or v4x86-64-v3x86-64-v412002400360048006000SE +/- 16.81, N = 15SE +/- 14.73, N = 15SE +/- 24.67, N = 155740.25653.05712.11. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedNo v3 or v4x86-64-v3x86-64-v42K4K6K8K10KSE +/- 116.38, N = 15SE +/- 120.71, N = 15SE +/- 131.14, N = 1510052.09847.89635.51. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

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: Unix MakefilesNo v3 or v4x86-64-v3x86-64-v44080120160200SE +/- 0.29, N = 3SE +/- 0.57, N = 3SE +/- 0.33, N = 3183.80162.58161.96

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read While WritingNo v3 or v4x86-64-v3x86-64-v43M6M9M12M15MSE +/- 220748.83, N = 3SE +/- 146340.80, N = 7SE +/- 161851.06, N = 15157671591631270915742769-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Selenium

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

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxNo v3 or v4x86-64-v3x86-64-v450100150200250SE +/- 1.26, N = 3SE +/- 1.89, N = 7SE +/- 0.51, N = 3215.57215.81217.301. firefox 122.0

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 325.9825.5425.57

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlenderBlend File: Barbershop - Compute: CPU-OnlyNo v3 or v4x86-64-v3x86-64-v4306090120150SE +/- 0.18, N = 3SE +/- 0.60, N = 3SE +/- 0.35, N = 3130.45130.71130.89

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: defconfigNo v3 or v4x86-64-v3x86-64-v4714212835SE +/- 0.27, N = 14SE +/- 0.25, N = 14SE +/- 0.28, N = 1328.9427.3427.58

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.1.3Test: WritesNo v3 or v4x86-64-v3x86-64-v470K140K210K280K350KSE +/- 940.25, N = 3SE +/- 1592.95, N = 3SE +/- 2562.45, N = 3310529311540309725

G'MIC

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesNo v3 or v4x86-64-v4306090120150SE +/- 0.38, N = 3SE +/- 1.10, N = 3122.04103.54

Test: 2D Function Plotting, 1000 Times

x86-64-v3: The test quit with a non-zero exit status. E: [gmic] G'MIC encountered a fatal error. Please submit a bug report, at: https://github.com/GreycLab/gmic/issues

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: NinjaNo v3 or v4x86-64-v3x86-64-v4306090120150SE +/- 0.73, N = 3SE +/- 0.44, N = 3SE +/- 0.46, N = 3116.79103.71104.21

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedNo v3 or v4x86-64-v3x86-64-v411002200330044005500SE +/- 19.12, N = 15SE +/- 48.89, N = 5SE +/- 32.81, N = 84882.54977.74977.01. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedNo v3 or v4x86-64-v3x86-64-v4306090120150SE +/- 1.01, N = 15SE +/- 1.38, N = 5SE +/- 1.11, N = 8135.3132.8131.61. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensNo v3 or v4x86-64-v3x86-64-v410002000300040005000SE +/- 14.43, N = 3SE +/- 21.15, N = 3SE +/- 19.27, N = 34744.54768.64742.2MIN: 4694.14 / MAX: 5052.61MIN: 4715.96 / MAX: 5078.34MIN: 4711.41 / MAX: 5065.61

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterNo v3 or v4x86-64-v3x86-64-v4306090120150149.64152.29151.00

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 325.5825.0725.04

Chaos Group V-RAY

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

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUNo v3 or v4x86-64-v3x86-64-v420K40K60K80K100KSE +/- 1175.75, N = 5SE +/- 686.02, N = 3SE +/- 471.39, N = 3106099107830106670

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedNo v3 or v4x86-64-v3x86-64-v411002200330044005500SE +/- 21.31, N = 3SE +/- 11.53, N = 3SE +/- 10.69, N = 154843.24833.74903.21. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedNo v3 or v4x86-64-v3x86-64-v41428425670SE +/- 0.84, N = 3SE +/- 0.42, N = 3SE +/- 0.50, N = 1563.464.862.51. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

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: FastNo v3 or v4x86-64-v3x86-64-v43691215SE +/- 0.035, N = 3SE +/- 0.006, N = 3SE +/- 0.048, N = 39.2929.2699.2341. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyNo v3 or v4x86-64-v3x86-64-v42040608010097.6798.3097.96

QuantLib

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

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedNo v3 or v4x86-64-v3x86-64-v470K140K210K280K350KSE +/- 866.09, N = 3SE +/- 807.68, N = 3SE +/- 998.41, N = 3319756.0314870.6316288.21. (CXX) g++ options: -O3 -march=native -fPIE -pie

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Update RandomNo v3 or v4x86-64-v3x86-64-v4110K220K330K440K550KSE +/- 581.82, N = 3SE +/- 919.18, N = 3SE +/- 609.26, N = 3508411499920501800-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read Random Write RandomNo v3 or v4x86-64-v3x86-64-v4500K1000K1500K2000K2500KSE +/- 8007.45, N = 3SE +/- 14198.75, N = 3SE +/- 8901.05, N = 3247990625156412515862-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadNo v3 or v4x86-64-v3x86-64-v4110M220M330M440M550MSE +/- 2314109.65, N = 3SE +/- 1013031.83, N = 3SE +/- 1462091.01, N = 3522454918531958100529243821-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

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_startupNo v3 or v4x86-64-v3x86-64-v4246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.926.976.98

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache CassandraNo v3 or v4x86-64-v3x86-64-v412002400360048006000SE +/- 10.97, N = 3SE +/- 4.00, N = 3SE +/- 21.76, N = 3565356795686

OpenSCAD

OpenSCAD is a programmer-focused solid 3D CAD modeller. OpenSCAD is free software and allows creating 3D CAD objects in a script-based modelling environment. This test profile will use the system-provided OpenSCAD program otherwise and time how long it takes tn render different SCAD assets to PNG output. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: PistolNo v3 or v4x86-64-v3x86-64-v41122334455SE +/- 0.03, N = 3SE +/- 0.42, N = 3SE +/- 0.51, N = 548.1348.4446.561. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Leonardo Phone Case SlimNo v3 or v4x86-64-v3x86-64-v448121620SE +/- 0.17, N = 3SE +/- 0.24, N = 15SE +/- 0.13, N = 1514.7315.4814.651. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX CaseNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.10, N = 3SE +/- 0.32, N = 15SE +/- 0.23, N = 322.6223.2222.011. OpenSCAD version 2021.01

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Spring BootNo v3 or v4x86-64-v3x86-64-v4400800120016002000SE +/- 26.75, N = 12SE +/- 22.31, N = 15SE +/- 28.14, N = 15189118941880

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.20, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 326.2426.3526.16

Llamafile

Mozilla's Llamafile allows distributing and running large language models (LLMs) as a single file. Llamafile aims to make open-source LLMs more accessible to developers and users. Llamafile supports a variety of models, CPUs and GPUs, and other options. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPUNo v3 or v4x86-64-v3x86-64-v448121620SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 318.0918.0818.01

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 327.3627.2327.34

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 325.5225.5125.33

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 TimesNo v3 or v4x86-64-v3x86-64-v4130260390520650SE +/- 4.12, N = 15SE +/- 4.50, N = 15SE +/- 6.49, N = 3585578593

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_templateNo v3 or v4x86-64-v3x86-64-v4510152025SE +/- 0.27, N = 4SE +/- 0.23, N = 4SE +/- 0.23, N = 521.721.521.7

Z3 Theorem Prover

The Z3 Theorem Prover / SMT solver is developed by Microsoft Research under the MIT license. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 2.smt2No v3 or v4x86-64-v3x86-64-v41122334455SE +/- 0.14, N = 3SE +/- 0.48, N = 3SE +/- 0.35, N = 348.1348.6449.461. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

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 TimeNo v3 or v4x86-64-v3x86-64-v41122334455SE +/- 0.31, N = 3SE +/- 0.06, N = 3SE +/- 0.42, N = 346.9146.0245.541. RawTherapee, version 5.9, command line.

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSNo v3 or v4x86-64-v3x86-64-v430060090012001500SE +/- 4.17, N = 3SE +/- 5.97, N = 3SE +/- 11.73, N = 31238.41236.51237.8MIN: 1163.54 / MAX: 1350.42MIN: 1160.67 / MAX: 1352.57MIN: 1157.6 / MAX: 1604.65

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonNo v3 or v4x86-64-v41530456075SE +/- 0.10, N = 3SE +/- 0.22, N = 366.6663.83

Operation: Cartoon

x86-64-v3: The test quit with a non-zero exit status.

Selenium

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

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxNo v3 or v4x86-64-v3x86-64-v470140210280350SE +/- 1.76, N = 3SE +/- 2.31, N = 3SE +/- 3.71, N = 33203253291. firefox 122.0

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlenderBlend File: Pabellon Barcelona - Compute: CPU-OnlyNo v3 or v4x86-64-v3x86-64-v4918273645SE +/- 0.08, N = 3SE +/- 0.24, N = 3SE +/- 0.12, N = 339.7239.7939.92

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: BioJava Biological Data FrameworkNo v3 or v4x86-64-v3x86-64-v410002000300040005000SE +/- 34.98, N = 10SE +/- 16.46, N = 3SE +/- 34.70, N = 11463446784615

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: FasterNo v3 or v4x86-64-v3x86-64-v448121620SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 316.4116.2316.241. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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 CommandsNo v3 or v4x86-64-v3x86-64-v4816243240SE +/- 0.24, N = 3SE +/- 0.21, N = 3SE +/- 0.30, N = 336.0634.6535.021. git version 2.43.0

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedNo v3 or v4x86-64-v3x86-64-v414002800420056007000SE +/- 42.31, N = 3SE +/- 9.19, N = 3SE +/- 27.09, N = 36298.16284.16368.41. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedNo v3 or v4x86-64-v3x86-64-v42004006008001000SE +/- 0.36, N = 3SE +/- 2.54, N = 3SE +/- 0.41, N = 31089.91088.11086.61. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedNo v3 or v4x86-64-v3x86-64-v413002600390052006500SE +/- 14.50, N = 3SE +/- 78.07, N = 3SE +/- 27.37, N = 36024.06132.16137.11. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedNo v3 or v4x86-64-v3x86-64-v42004006008001000SE +/- 7.81, N = 3SE +/- 3.79, N = 3SE +/- 2.12, N = 3982.6996.9995.91. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedNo v3 or v4x86-64-v3x86-64-v413002600390052006500SE +/- 6.32, N = 3SE +/- 38.44, N = 3SE +/- 61.98, N = 35966.26035.45979.51. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedNo v3 or v4x86-64-v3x86-64-v413002600390052006500SE +/- 43.49, N = 3SE +/- 21.70, N = 3SE +/- 18.22, N = 36220.86154.36109.81. *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

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: raytraceNo v3 or v4x86-64-v3x86-64-v44080120160200SE +/- 1.53, N = 3SE +/- 1.33, N = 3SE +/- 1.53, N = 3183183179

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 SuiteNo v3 or v4x86-64-v3x86-64-v4400K800K1200K1600K2000KSE +/- 6816.18, N = 10SE +/- 24673.82, N = 3SE +/- 10273.45, N = 389081420581262021067

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 RatingNo v3 or v4x86-64-v3x86-64-v4140K280K420K560K700KSE +/- 2181.99, N = 3SE +/- 1155.62, N = 3SE +/- 1578.02, N = 36645976624906528471. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingNo v3 or v4x86-64-v3x86-64-v4150K300K450K600K750KSE +/- 5869.04, N = 3SE +/- 1107.96, N = 3SE +/- 6544.12, N = 37155907158237191201. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Selenium

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

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxNo v3 or v4x86-64-v3x86-64-v45001000150020002500SE +/- 4.67, N = 3SE +/- 5.29, N = 3SE +/- 2.65, N = 32369235223511. firefox 122.0

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Avrora AVR Simulation FrameworkNo v3 or v4x86-64-v3x86-64-v412002400360048006000SE +/- 55.27, N = 3SE +/- 70.23, N = 3SE +/- 39.55, N = 11514055035271

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: EclipseNo v3 or v4x86-64-v3x86-64-v42K4K6K8K10KSE +/- 50.12, N = 3SE +/- 80.86, N = 3SE +/- 65.89, N = 3793480748004

Llamafile

Mozilla's Llamafile allows distributing and running large language models (LLMs) as a single file. Llamafile aims to make open-source LLMs more accessible to developers and users. Llamafile supports a variety of models, CPUs and GPUs, and other options. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: wizardcoder-python-34b-v1.0.Q6_K - Acceleration: CPUNo v3 or v4x86-64-v3x86-64-v4246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.647.647.64

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurNo v3 or v4x86-64-v41020304050SE +/- 0.03, N = 3SE +/- 0.14, N = 344.4843.19

Operation: Wavelet Blur

x86-64-v3: The test quit with a non-zero exit status.

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: 2to3No v3 or v4x86-64-v3x86-64-v4306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3151151150

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradesoapNo v3 or v4x86-64-v3x86-64-v414002800420056007000SE +/- 43.15, N = 3SE +/- 46.84, N = 3SE +/- 65.69, N = 3650966846705

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlenderBlend File: Classroom - Compute: CPU-OnlyNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 327.2027.1127.31

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestNo v3 or v4x86-64-v3x86-64-v4100200300400500SE +/- 1.31, N = 3SE +/- 3.61, N = 3SE +/- 3.17, N = 3469.9471.9471.0MIN: 420.85 / MAX: 583.22MIN: 424.93 / MAX: 575.09MIN: 420.64 / MAX: 562.51

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: regex_compileNo v3 or v4x86-64-v3x86-64-v41530456075SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 368.168.167.7

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesNo v3 or v4x86-64-v4918273645SE +/- 0.50, N = 3SE +/- 0.13, N = 340.0736.97

Operation: Rotate 90 Degrees

x86-64-v3: The test quit with a non-zero exit status.

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 1 - Model: ResNet-50No v3 or v4x86-64-v3x86-64-v41.07782.15563.23344.31125.389SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 34.774.794.74

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: goNo v3 or v4x86-64-v3x86-64-v420406080100SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 388.086.485.7

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2 Database EngineNo v3 or v4x86-64-v3x86-64-v45001000150020002500SE +/- 26.61, N = 3SE +/- 5.90, N = 3SE +/- 16.70, N = 3235723382368

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2O In-Memory Platform For Machine LearningNo v3 or v4x86-64-v3x86-64-v49001800270036004500SE +/- 37.37, N = 7SE +/- 30.28, N = 3SE +/- 33.93, N = 3397239124126

Java SciMark

This test runs the Java version of SciMark 2, which is a benchmark for scientific and numerical computing developed by programmers at the National Institute of Standards and Technology. This benchmark is made up of Fast Foruier Transform, Jacobi Successive Over-relaxation, Monte Carlo, Sparse Matrix Multiply, and dense LU matrix factorization benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: CompositeNo v3 or v4x86-64-v3x86-64-v412002400360048006000SE +/- 59.78, N = 3SE +/- 77.80, N = 3SE +/- 42.70, N = 35396.915413.225542.47

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: pathlibNo v3 or v4x86-64-v3x86-64-v43691215SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 312.512.712.8

librsvg

RSVG/librsvg is an SVG vector graphics library. This test profile times how long it takes to complete various operations by rsvg-convert. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 325.3724.4024.511. rsvg-convert version 2.57.1

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceNo v3 or v4x86-64-v4918273645SE +/- 0.08, N = 3SE +/- 0.08, N = 337.3534.79

Operation: Color Enhance

x86-64-v3: The test quit with a non-zero exit status.

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialNo v3 or v4x86-64-v3x86-64-v491827364537.0136.8637.18

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search IndexNo v3 or v4x86-64-v3x86-64-v46001200180024003000SE +/- 8.99, N = 3SE +/- 24.97, N = 3SE +/- 17.19, N = 3269628002731

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_loadsNo v3 or v4x86-64-v3x86-64-v43691215SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 312.211.911.9

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxNo v3 or v4x86-64-v3x86-64-v4110220330440550SE +/- 2.47, N = 3SE +/- 0.72, N = 3SE +/- 2.51, N = 3494.6494.3487.51. firefox 122.0

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache KafkaNo v3 or v4x86-64-v3x86-64-v414002800420056007000SE +/- 87.64, N = 3SE +/- 64.84, N = 3SE +/- 56.01, N = 3626863646335

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: nbodyNo v3 or v4x86-64-v3x86-64-v41428425670SE +/- 0.28, N = 3SE +/- 0.12, N = 3SE +/- 0.84, N = 362.462.962.9

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: jMonkeyEngineNo v3 or v4x86-64-v3x86-64-v415003000450060007500SE +/- 1.00, N = 3SE +/- 3.93, N = 3SE +/- 3.18, N = 3688268866880

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_pythonNo v3 or v4x86-64-v3x86-64-v44080120160200SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3176176180

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlenderBlend File: Fishy Cat - Compute: CPU-OnlyNo v3 or v4x86-64-v3x86-64-v4510152025SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 319.3219.3419.39

Z3 Theorem Prover

The Z3 Theorem Prover / SMT solver is developed by Microsoft Research under the MIT license. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 1.smt2No v3 or v4x86-64-v3x86-64-v4510152025SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 320.6520.4520.651. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesNo v3 or v4x86-64-v3x86-64-v4100200300400500SE +/- 5.05, N = 3SE +/- 4.69, N = 3SE +/- 2.63, N = 3440.3437.2431.5MIN: 280.79 / MAX: 900.41MIN: 284.03 / MAX: 758.35MIN: 284.29 / MAX: 736.97

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasNo v3 or v4x86-64-v4714212835SE +/- 0.01, N = 3SE +/- 0.08, N = 329.3227.83

Operation: Antialias

x86-64-v3: The test quit with a non-zero exit status.

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: SlowNo v3 or v4x86-64-v3x86-64-v4714212835SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 331.4431.5331.34

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KNo v3 or v4x86-64-v3x86-64-v43691215SE +/- 0.040, N = 3SE +/- 0.020, N = 3SE +/- 0.128, N = 39.8779.9429.907

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleNo v3 or v4x86-64-v4246810SE +/- 0.083, N = 15SE +/- 0.094, N = 38.5417.873

Operation: Scale

x86-64-v3: The test quit with a non-zero exit status.

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: floatNo v3 or v4x86-64-v3x86-64-v41020304050SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 344.945.045.2

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: MediumNo v3 or v4x86-64-v3x86-64-v4816243240SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 335.1035.2135.11

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 4KNo v3 or v4x86-64-v3x86-64-v4816243240SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 335.1835.5535.271. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

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_pyaesNo v3 or v4x86-64-v3x86-64-v41020304050SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 343.143.143.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosNo v3 or v4x86-64-v3x86-64-v41020304050SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 341.241.941.4

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlenderBlend File: BMW27 - Compute: CPU-OnlyNo v3 or v4x86-64-v3x86-64-v448121620SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 315.2615.2615.33

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: GraphChiNo v3 or v4x86-64-v3x86-64-v45001000150020002500SE +/- 23.94, N = 5SE +/- 20.69, N = 3SE +/- 9.45, N = 3222922582178

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassNo v3 or v4x86-64-v4612182430SE +/- 0.03, N = 3SE +/- 0.10, N = 323.7522.06

Operation: Tile Glass

x86-64-v3: The test quit with a non-zero exit status.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectNo v3 or v4x86-64-v4612182430SE +/- 0.05, N = 3SE +/- 0.06, N = 323.5122.05

Operation: Reflect

x86-64-v3: The test quit with a non-zero exit status.

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxNo v3 or v4x86-64-v3x86-64-v460120180240300SE +/- 2.71, N = 3SE +/- 1.82, N = 3SE +/- 1.15, N = 3269.0271.5266.21. firefox 122.0

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KNo v3 or v4x86-64-v3x86-64-v450100150200250SE +/- 2.89, N = 3SE +/- 2.49, N = 5SE +/- 1.73, N = 12235.26236.44242.35

Crafty

This is a performance test of Crafty, an advanced open-source chess engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeNo v3 or v4x86-64-v3x86-64-v43M6M9M12M15MSE +/- 46083.10, N = 3SE +/- 76174.17, N = 3SE +/- 83109.70, N = 31392191313790708139184361. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: JythonNo v3 or v4x86-64-v3x86-64-v48001600240032004000SE +/- 33.96, N = 3SE +/- 48.95, N = 3SE +/- 28.59, N = 3381738293883

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: SlowNo v3 or v4x86-64-v3x86-64-v41020304050SE +/- 0.45, N = 3SE +/- 0.44, N = 3SE +/- 0.45, N = 343.8643.9144.201. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumNo v3 or v4x86-64-v3x86-64-v41020304050SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 344.0544.0744.151. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Llamafile

Mozilla's Llamafile allows distributing and running large language models (LLMs) as a single file. Llamafile aims to make open-source LLMs more accessible to developers and users. Llamafile supports a variety of models, CPUs and GPUs, and other options. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: llava-v1.5-7b-q4 - Acceleration: CPUNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 327.2327.1527.27

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 2.10.36Test: unsharp-maskNo v3 or v4x86-64-v448121620SE +/- 0.04, N = 3SE +/- 0.06, N = 316.7916.82

Test: unsharp-mask

x86-64-v3: The test quit with a non-zero exit status.

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 1 - Model: VGG-16No v3 or v4x86-64-v3x86-64-v43691215SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 312.2312.1612.08

G'MIC

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesNo v3 or v4x86-64-v43691215SE +/- 0.02, N = 3SE +/- 0.04, N = 310.6310.75

Test: Plotting Isosurface Of A 3D Volume, 1000 Times

x86-64-v3: The test quit with a non-zero exit status. E: [gmic] G'MIC encountered a fatal error. Please submit a bug report, at: https://github.com/GreycLab/gmic/issues

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Zxing 1D/2D Barcode Image ProcessingNo v3 or v4x86-64-v3x86-64-v480160240320400SE +/- 1.33, N = 3SE +/- 8.82, N = 12SE +/- 7.04, N = 15354334348

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: PMD Source Code AnalyzerNo v3 or v4x86-64-v3x86-64-v4400800120016002000SE +/- 7.69, N = 3SE +/- 12.50, N = 3SE +/- 15.46, N = 7169016791649

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 2.10.36Test: resizeNo v3 or v4x86-64-v448121620SE +/- 0.14, N = 3SE +/- 0.15, N = 315.3115.51

Test: resize

x86-64-v3: The test quit with a non-zero exit status.

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxNo v3 or v4x86-64-v3x86-64-v4612182430SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 326.927.026.91. firefox 122.0

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 2.10.36Test: rotateNo v3 or v4x86-64-v43691215SE +/- 0.06, N = 3SE +/- 0.11, N = 510.1910.36

Test: rotate

x86-64-v3: The test quit with a non-zero exit status.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.36Test: auto-levelsNo v3 or v4x86-64-v43691215SE +/- 0.09, N = 3SE +/- 0.07, N = 313.0113.04

Test: auto-levels

x86-64-v3: The test quit with a non-zero exit status.

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: Very FastNo v3 or v4x86-64-v3x86-64-v41632486480SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 370.2270.4969.74

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastNo v3 or v4x86-64-v3x86-64-v41632486480SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.21, N = 371.0471.2070.52

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Xalan XSLTNo v3 or v4x86-64-v3x86-64-v42004006008001000SE +/- 9.57, N = 15SE +/- 2.65, N = 3SE +/- 5.20, N = 3802812800

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 FastNo v3 or v4x86-64-v3x86-64-v41632486480SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 372.9073.4072.72

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search EngineNo v3 or v4x86-64-v3x86-64-v430060090012001500SE +/- 6.74, N = 3SE +/- 4.33, N = 3SE +/- 13.98, N = 3149014861478

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache TomcatNo v3 or v4x86-64-v3x86-64-v430060090012001500SE +/- 12.14, N = 3SE +/- 3.51, N = 3SE +/- 12.67, N = 3135714081401

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KNo v3 or v4x86-64-v3x86-64-v420406080100SE +/- 0.38, N = 3SE +/- 0.50, N = 3SE +/- 0.69, N = 3103.39104.08102.13

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KNo v3 or v4x86-64-v3x86-64-v450100150200250SE +/- 1.46, N = 3SE +/- 2.11, N = 3SE +/- 3.01, N = 4247.27238.57245.07

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 FastNo v3 or v4x86-64-v3x86-64-v420406080100SE +/- 0.49, N = 3SE +/- 0.51, N = 3SE +/- 0.17, N = 385.9586.4986.481. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

GNU Octave Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 8.4.0No v3 or v4x86-64-v40.99791.99582.99373.99164.9895SE +/- 0.023, N = 5SE +/- 0.019, N = 54.4354.015

x86-64-v3: The test quit with a non-zero exit status.

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 FastNo v3 or v4x86-64-v3x86-64-v420406080100SE +/- 0.10, N = 3SE +/- 0.41, N = 3SE +/- 0.35, N = 389.0789.2789.691. (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 4.6.0Test: Server Room - Acceleration: CPU-onlyNo v3 or v4x86-64-v40.30740.61480.92221.22961.537SE +/- 0.012, N = 15SE +/- 0.017, N = 31.3661.352

Test: Server Room - Acceleration: CPU-only

x86-64-v3: The test quit with a non-zero exit status.

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 FastNo v3 or v4x86-64-v3x86-64-v420406080100SE +/- 0.75, N = 3SE +/- 0.59, N = 3SE +/- 0.33, N = 392.7993.3192.841. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

ctx_clock

Ctx_clock is a simple test program to measure the context switch time in clock cycles. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch TimeNo v3 or v4x86-64-v3x86-64-v450100150200250SE +/- 3.15, N = 15SE +/- 0.00, N = 3SE +/- 3.27, N = 15208200210

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Batik SVG ToolkitNo v3 or v4x86-64-v3x86-64-v430060090012001500SE +/- 6.39, N = 3SE +/- 14.10, N = 3SE +/- 8.96, N = 3117711731133

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropNo v3 or v4x86-64-v4246810SE +/- 0.085, N = 3SE +/- 0.084, N = 37.4106.254

Operation: Crop

x86-64-v3: The test quit with a non-zero exit status.

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 4.6.0Test: Server Rack - Acceleration: CPU-onlyNo v3 or v4x86-64-v40.03650.0730.10950.1460.1825SE +/- 0.007, N = 15SE +/- 0.010, N = 120.1620.154

Test: Server Rack - Acceleration: CPU-only

x86-64-v3: The test quit with a non-zero exit status.

OpenSCAD

OpenSCAD is a programmer-focused solid 3D CAD modeller. OpenSCAD is free software and allows creating 3D CAD objects in a script-based modelling environment. This test profile will use the system-provided OpenSCAD program otherwise and time how long it takes tn render different SCAD assets to PNG output. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Projector Mount SwivelNo v3 or v4x86-64-v3x86-64-v40.87321.74642.61963.49284.366SE +/- 0.029, N = 3SE +/- 0.046, N = 3SE +/- 0.018, N = 33.8813.8533.8011. OpenSCAD version 2021.01

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 4.6.0Test: Masskrug - Acceleration: CPU-onlyNo v3 or v4x86-64-v40.28060.56120.84181.12241.403SE +/- 0.012, N = 6SE +/- 0.004, N = 31.2471.187

Test: Masskrug - Acceleration: CPU-only

x86-64-v3: The test quit with a non-zero exit status.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.6.0Test: Boat - Acceleration: CPU-onlyNo v3 or v4x86-64-v40.31480.62960.94441.25921.574SE +/- 0.015, N = 3SE +/- 0.014, N = 51.3991.329

Test: Boat - Acceleration: CPU-only

x86-64-v3: The test quit with a non-zero exit status.

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: FOP Print FormatterNo v3 or v4x86-64-v3x86-64-v490180270360450SE +/- 5.51, N = 3SE +/- 5.46, N = 3SE +/- 4.41, N = 3401396392

OpenSCAD

OpenSCAD is a programmer-focused solid 3D CAD modeller. OpenSCAD is free software and allows creating 3D CAD objects in a script-based modelling environment. This test profile will use the system-provided OpenSCAD program otherwise and time how long it takes tn render different SCAD assets to PNG output. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Retro CarNo v3 or v4x86-64-v3x86-64-v40.53281.06561.59842.13122.664SE +/- 0.032, N = 3SE +/- 0.005, N = 3SE +/- 0.023, N = 32.3682.3192.3041. OpenSCAD version 2021.01

Java SciMark

This test runs the Java version of SciMark 2, which is a benchmark for scientific and numerical computing developed by programmers at the National Institute of Standards and Technology. This benchmark is made up of Fast Foruier Transform, Jacobi Successive Over-relaxation, Monte Carlo, Sparse Matrix Multiply, and dense LU matrix factorization benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Jacobi Successive Over-RelaxationNo v3 or v4x86-64-v3x86-64-v45001000150020002500SE +/- 0.61, N = 3SE +/- 0.30, N = 3SE +/- 0.30, N = 32370.812373.572373.57

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Dense LU Matrix FactorizationNo v3 or v4x86-64-v3x86-64-v44K8K12K16K20KSE +/- 217.21, N = 3SE +/- 296.34, N = 3SE +/- 141.80, N = 318369.5518453.2918931.45

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Sparse Matrix MultiplyNo v3 or v4x86-64-v3x86-64-v48001600240032004000SE +/- 55.70, N = 3SE +/- 61.34, N = 3SE +/- 47.48, N = 33668.673666.803781.55

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Fast Fourier TransformNo v3 or v4x86-64-v3x86-64-v490180270360450SE +/- 0.31, N = 3SE +/- 1.61, N = 3SE +/- 0.79, N = 3419.23417.06418.89

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Monte CarloNo v3 or v4x86-64-v3x86-64-v45001000150020002500SE +/- 27.61, N = 3SE +/- 31.41, N = 3SE +/- 25.08, N = 32156.282155.402206.89

158 Results Shown

TensorFlow
G'MIC
OSPRay
TensorFlow
GNU Radio:
  Hilbert Transform
  FM Deemphasis Filter
  IIR Filter
  FIR Filter
  Signal Source (Cosine)
  Five Back to Back FIR Filters
Stockfish
WireGuard + Linux Networking Stack Stress Test
Renaissance
DaCapo Benchmark
OpenSSL:
  SHA256
  SHA512
Zstd Compression:
  3 - Decompression Speed
  3 - Compression Speed
Timed LLVM Compilation
Speedb
Selenium
OSPRay
Blender
Timed Linux Kernel Compilation
Apache Cassandra
G'MIC
Timed LLVM Compilation
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
Renaissance
Appleseed
OSPRay
Chaos Group V-RAY
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
VVenC
Appleseed
QuantLib
Speedb:
  Update Rand
  Read Rand Write Rand
  Rand Read
PyPerformance
DaCapo Benchmark
OpenSCAD:
  Pistol
  Leonardo Phone Case Slim
  Mini-ITX Case
DaCapo Benchmark
OSPRay
Llamafile
OSPRay:
  gravity_spheres_volume/dim_512/pathtracer/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
PyBench
PyPerformance
Z3 Theorem Prover
RawTherapee
Renaissance
GEGL
Selenium
Blender
DaCapo Benchmark
VVenC
Git
Zstd Compression:
  8, Long Mode - Decompression Speed
  8, Long Mode - Compression Speed
  3, Long Mode - Decompression Speed
  3, Long Mode - Compression Speed
  8 - Decompression Speed
  8 - Compression Speed
PyPerformance
PHPBench
7-Zip Compression:
  Decompression Rating
  Compression Rating
Selenium
DaCapo Benchmark:
  Avrora AVR Simulation Framework
  Eclipse
Llamafile
GEGL
PyPerformance
DaCapo Benchmark
Blender
Renaissance
PyPerformance
GEGL
TensorFlow
PyPerformance
DaCapo Benchmark:
  H2 Database Engine
  H2O In-Memory Platform For Machine Learning
Java SciMark
PyPerformance
librsvg
GEGL
Appleseed
DaCapo Benchmark
PyPerformance
Selenium
DaCapo Benchmark
PyPerformance
DaCapo Benchmark
PyPerformance
Blender
Z3 Theorem Prover
Renaissance
GEGL
uvg266
SVT-AV1
GEGL
PyPerformance
uvg266
x265
PyPerformance:
  crypto_pyaes
  chaos
Blender
DaCapo Benchmark
GEGL:
  Tile Glass
  Reflect
Selenium
SVT-AV1
Crafty
DaCapo Benchmark
Kvazaar:
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
Llamafile
GIMP
TensorFlow
G'MIC
DaCapo Benchmark:
  Zxing 1D/2D Barcode Image Processing
  PMD Source Code Analyzer
GIMP
Selenium
GIMP:
  rotate
  auto-levels
uvg266:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
DaCapo Benchmark
uvg266
DaCapo Benchmark:
  Apache Lucene Search Engine
  Apache Tomcat
SVT-AV1:
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
Kvazaar
GNU Octave Benchmark
Kvazaar
Darktable
Kvazaar
ctx_clock
DaCapo Benchmark
GEGL
Darktable
OpenSCAD
Darktable:
  Masskrug - CPU-only
  Boat - CPU-only
DaCapo Benchmark
OpenSCAD
Java SciMark:
  Jacobi Successive Over-Relaxation
  Dense LU Matrix Factorization
  Sparse Matrix Multiply
  Fast Fourier Transform
  Monte Carlo