AWS Graviton Benchmarks

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2407249-NE-2407235NE81
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Timed Code Compilation 3 Tests
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Creator Workloads 5 Tests
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HPC - High Performance Computing 5 Tests
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  Test
  Duration
Graviton1 16 Cores a1.metal
July 22
  18 Hours, 43 Minutes
Graviton4 96 Cores r8g.metal-24xl
July 23
  5 Hours, 7 Minutes
Graviton2 64 Cores r6g.metal
July 23
  7 Hours, 58 Minutes
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  10 Hours, 36 Minutes

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AWS Graviton BenchmarksProcessorMotherboardMemoryDiskNetworkOSKernelCompilerFile-SystemGraviton1 16 Cores a1.metalGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalARMv8 Cortex-A72 (16 Cores)Amazon EC2 a1.metal (1.0 BIOS)32GB429GB Amazon Elastic Block StoreAmazon ElasticUbuntu 24.046.8.0-1009-aws (aarch64)GCC 13.2.0ext4ARMv8 Neoverse-V2 (96 Cores)Amazon EC2 r8g.metal-24xl (1.0 BIOS)12 x 64GB DDR5-5600MT/sARMv8 Neoverse-N1 (64 Cores)Amazon EC2 r6g.metal (1.0 BIOS)8 x 64GB DDR4-3200MT/sOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-dIwDw0/gcc-13-13.2.0/debian/tmp-nvptx/usr --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto --without-cuda-driver -v Java Details- OpenJDK Runtime Environment (build 11.0.23+9-post-Ubuntu-1ubuntu1)Python Details- Python 3.12.3Security Details- Graviton1 16 Cores a1.metal: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Branch predictor hardening BHB + srbds: Not affected + tsx_async_abort: Not affected - Graviton4 96 Cores r8g.metal-24xl: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Graviton2 64 Cores r6g.metal: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

Graviton1 16 Cores a1.metalGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalLogarithmic Result OverviewPhoronix Test SuiteSpeedbApache CassandraGraphicsMagickACES DGEMMsrsRAN Projectlibavif avifencTimed PHP CompilationPostgreSQLStockfishNumpy BenchmarkPyPerformancePHPBenchLZ4 CompressionC-RayGROMACSWebP Image EncodeStress-NGminiFEBlenderOpenSSLTimed Node.js CompilationHigh Performance Conjugate GradientCoremark7-Zip CompressionTimed Godot Game Engine CompilationRocksDBJohn The Ripper

AWS Graviton Benchmarksspeedb: Read Rand Write Randrocksdb: Read While Writingcassandra: Writesstress-ng: Matrix Mathrocksdb: Update Randgraphics-magick: Noise-Gaussianavifenc: 6stress-ng: CPU Cachemt-dgemm: Sustained Floating-Point Ratepyperformance: pathlibspeedb: Update Randavifenc: 6, Losslessbuild-php: Time To Compileavifenc: 0avifenc: 2numpy: speedb: Read While Writinggraphics-magick: Resizingpyperformance: regex_compilestress-ng: Vector Floating Pointcompress-lz4: 2 - Compression Speedpyperformance: xml_etreegraphics-magick: HWB Color Spacesrsran: PUSCH Processor Benchmark, Throughput Threadphpbench: PHP Benchmark Suitepyperformance: json_loadspyperformance: crypto_pyaespyperformance: python_startupwebp: Quality 100, Losslesscompress-lz4: 12 - Decompression Speedcompress-lz4: 9 - Decompression Speedcompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedc-ray: 4K - 16c-ray: 5K - 16c-ray: 1080p - 16pgbench: 100 - 1000 - Read Onlypgbench: 100 - 1000 - Read Only - Average Latencyspeedb: Rand Readstress-ng: Matrix 3D Mathrocksdb: Rand Readgromacs: MPI CPU - water_GMX50_bareopenssl: SHA512srsran: PDSCH Processor Benchmark, Throughput Threadcompress-lz4: 1 - Compression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 2 - Decompression Speedcompress-lz4: 1 - Decompression Speedwebp: Defaultcompress-lz4: 12 - Compression Speedwebp: Quality 100webp: Quality 100, Highest Compressionblender: Classroom - CPU-Onlyopenssl: ChaCha20blender: BMW27 - CPU-Onlyminife: Smallopenssl: ChaCha20-Poly1305srsran: PDSCH Processor Benchmark, Throughput Totalhpcg: 104 104 104 - 60stress-ng: Memory Copyingbuild-nodejs: Time To Compileopenssl: AES-256-GCMstress-ng: Vector Mathjohn-the-ripper: HMAC-SHA512stress-ng: Trigonometric Mathstress-ng: Logarithmic Mathblender: Fishy Cat - CPU-Onlygraphics-magick: Enhancedcompress-7zip: Compression Ratingopenssl: AES-128-GCMstress-ng: Floating Pointstress-ng: Power Mathcoremark: CoreMark Size 666 - Iterations Per Secondopenssl: SHA256stress-ng: Fused Multiply-Addbuild-godot: Time To Compilegraphics-magick: Sharpenjohn-the-ripper: MD5rocksdb: Read Rand Write Randcompress-7zip: Decompression Ratingsrsran: PUSCH Processor Benchmark, Throughput Totaljohn-the-ripper: WPA PSKjohn-the-ripper: bcryptjohn-the-ripper: Blowfishpgbench: 100 - 1000 - Read Write - Average Latencypgbench: 100 - 1000 - Read Writestockfish: Chess BenchmarkGraviton1 16 Cores a1.metalGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metal5526211268650263487343.991646162621.288631797.130.87925011012816728.229479.642668.499381.112104.592433641614553466.2582.512308118.723421172.122725.90.401090.31102.037.301137.3566.9461008.693140.8221018709.81623286630838.94232528210.313250589187794.0237.6813.721153.11514.74.634.833.251.431289.618285450333599.394159.1265541467701307.33.768671997.894663.2762577349645728508.49103216672998.753302.68952.43203269730455741337852.81609.16192273.03371561517499334928995.121674.4692619042657445841244169.3789478428003215.89046322493057534291111560819239658631796.6513274232082.7774735225.1760.63583917.67293985.23789.999130.20380.243495.7811490911278101119727.57329.4158.230169.482922120.665.07.551.333595.53573.1115.143489.518.92733.6784.89128932640.34664093847122886.625274585476.92653203418283278.7697.8939.803326.13927.711.6111.957.823.2269.4014879168876033.7270677.811069945000322062.761.619532525.12289.267400130558450438910.4015823833345810.3750252.6664.0729447985144487114879712455.0223418.402732642.2688918560484677065585333.04126.346325236733370471014946601961.7862818564785667232.433430311833791827810376128899235842284337.617283351174.5962004843.7620.41080031.73635408.969178.110251.332159.508272.07822978027017842695.46184.9910021239.444420436.711012.40.802207.62200.370.432167.163.489112.87416.1819855091.0151879966835845.881652614992.73114122869463146.6453.0525.502074.02442.07.558.025.152.07166.706723875107081.5422864.2466369989308295.620.559111890.83647.619126846323187165655.636471266717338.1718828.22146.681282334911573863098134700.489242.021176422.6858113897630800333894303.54266.13815313416673421023233493727.9499754534945305226.572441443949837OpenBenchmarking.org

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 Random Write RandomGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal1.1M2.2M3.3M4.4M5.5MSE +/- 4241.50, N = 3SE +/- 25580.42, N = 3SE +/- 214.78, N = 3534291127810375526211. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read While WritingGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal2M4M6M8M10MSE +/- 18723.10, N = 3SE +/- 57133.93, N = 15SE +/- 16876.08, N = 311560819612889912686501. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

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: WritesGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal50K100K150K200K250KSE +/- 835.72, N = 3SE +/- 3287.69, N = 3SE +/- 148.76, N = 323965823584226348

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Matrix MathGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal140K280K420K560K700KSE +/- 9.55, N = 3SE +/- 7.14, N = 3SE +/- 74.42, N = 3631796.65284337.617343.991. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Update RandomGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal300K600K900K1200K1500KSE +/- 5313.65, N = 3SE +/- 4819.65, N = 15SE +/- 443.99, N = 313274237283351646161. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal50100150200250SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3208117261. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread -lgomp

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: 6Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal510152025SE +/- 0.014, N = 3SE +/- 0.018, N = 3SE +/- 0.032, N = 32.7774.59621.2881. (CXX) g++ options: -O3 -fPIC -lm

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: CPU CacheGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal1000K2000K3000K4000K5000KSE +/- 57877.80, N = 15SE +/- 23602.71, N = 15SE +/- 3895.03, N = 34735225.172004843.76631797.131. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal1428425670SE +/- 0.164173, N = 3SE +/- 0.156541, N = 3SE +/- 0.003641, N = 360.63583920.4108000.8792501. (CC) gcc options: -O3 -march=native -fopenmp

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pathlibGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal20406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 317.631.7110.0

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 RandomGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal160K320K480K640K800KSE +/- 3844.86, N = 3SE +/- 3440.64, N = 3SE +/- 302.33, N = 37293983635401281671. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

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, LosslessGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal714212835SE +/- 0.046, N = 3SE +/- 0.034, N = 3SE +/- 0.098, N = 35.2378.96928.2291. (CXX) g++ options: -O3 -fPIC -lm

Timed PHP Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.3.4Time To CompileGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal100200300400500SE +/- 0.10, N = 3SE +/- 0.59, N = 3SE +/- 0.12, N = 390.00178.11479.64

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: 0Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal140280420560700SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 3.02, N = 3130.20251.33668.501. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal80160240320400SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.85, N = 380.24159.51381.111. (CXX) g++ options: -O3 -fPIC -lm

Numpy Benchmark

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

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal110220330440550SE +/- 0.76, N = 3SE +/- 0.29, N = 3SE +/- 0.23, N = 3495.78272.07104.59

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 WritingGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal2M4M6M8M10MSE +/- 87574.70, N = 15SE +/- 74542.67, N = 15SE +/- 20302.77, N = 811490911822978024336411. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: ResizingGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal60120180240300SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3278270611. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread -lgomp

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: regex_compileGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal100200300400500SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3101178455

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Vector Floating PointGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal30K60K90K120K150KSE +/- 17.26, N = 3SE +/- 35.00, N = 3SE +/- 0.38, N = 3119727.5742695.463466.251. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

LZ4 Compression

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 2 - Compression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal70140210280350SE +/- 0.13, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3329.41184.9982.511. (CC) gcc options: -O3 -pthread

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: xml_etreeGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal50100150200250SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 358.2100.0230.0

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color SpaceGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal70140210280350SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3301212811. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread -lgomp

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput ThreadGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal1530456075SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.23, N = 469.439.418.7MIN: 45.4MIN: 24.4MIN: 11.3 / MAX: 18.91. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl

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 SuiteGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal200K400K600K800K1000KSE +/- 273.39, N = 3SE +/- 2661.11, N = 3SE +/- 481.21, N = 3829221444204234211

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: json_loadsGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal1632486480SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 320.636.772.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: crypto_pyaesGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal50100150200250SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 365.0110.0227.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: python_startupGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal612182430SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 37.5512.4025.90

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, LosslessGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal0.29930.59860.89791.19721.4965SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.330.800.401. (CC) gcc options: -fvisibility=hidden -O2 -lm

LZ4 Compression

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 12 - Decompression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal8001600240032004000SE +/- 1.89, N = 3SE +/- 0.29, N = 3SE +/- 2.61, N = 33595.52207.61090.31. (CC) gcc options: -O3 -pthread

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 9 - Decompression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal8001600240032004000SE +/- 0.40, N = 3SE +/- 0.31, N = 3SE +/- 0.06, N = 33573.12200.31102.01. (CC) gcc options: -O3 -pthread

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 3 - Compression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal306090120150SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3115.1470.4337.301. (CC) gcc options: -O3 -pthread

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 3 - Decompression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal7001400210028003500SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 33489.52167.11137.31. (CC) gcc options: -O3 -pthread

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal120240360480600SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 1.65, N = 318.9363.49566.951. (CC) gcc options: -lpthread -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal2004006008001000SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 2.98, N = 333.68112.871008.691. (CC) gcc options: -lpthread -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal306090120150SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.248, N = 34.89116.181140.8221. (CC) gcc options: -lpthread -lm

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read OnlyGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal600K1200K1800K2400K3000KSE +/- 15759.90, N = 3SE +/- 7623.84, N = 10SE +/- 107.42, N = 328932649855091018701. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average LatencyGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal3691215SE +/- 0.002, N = 3SE +/- 0.008, N = 10SE +/- 0.010, N = 30.3461.0159.8161. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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: Random ReadGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal140M280M420M560M700MSE +/- 229391.69, N = 3SE +/- 445171.45, N = 3SE +/- 174965.25, N = 15640938471187996683232866301. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Matrix 3D MathGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal5K10K15K20K25KSE +/- 50.98, N = 3SE +/- 4.86, N = 3SE +/- 3.67, N = 322886.625845.88838.941. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random ReadGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal110M220M330M440M550MSE +/- 53499.62, N = 3SE +/- 1103933.53, N = 15SE +/- 12274.71, N = 3527458547165261499232528211. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal246810SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 36.9262.7310.3131. (CXX) g++ options: -O3 -lm

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: SHA512Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal11000M22000M33000M44000M55000MSE +/- 4634061.90, N = 3SE +/- 20829920.25, N = 3SE +/- 4619831.10, N = 3532034182831412286946325058918771. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput ThreadGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal60120180240300SE +/- 3.00, N = 3SE +/- 0.07, N = 3SE +/- 0.21, N = 3278.7146.694.01. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl

LZ4 Compression

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 1 - Compression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal150300450600750SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 3.13, N = 3697.89453.05237.681. (CC) gcc options: -O3 -pthread

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 9 - Compression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal918273645SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 339.8025.5013.721. (CC) gcc options: -O3 -pthread

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 2 - Decompression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal7001400210028003500SE +/- 0.13, N = 3SE +/- 0.32, N = 3SE +/- 0.27, N = 33326.12074.01153.11. (CC) gcc options: -O3 -pthread

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 1 - Decompression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal8001600240032004000SE +/- 0.19, N = 3SE +/- 0.57, N = 3SE +/- 0.30, N = 33927.72442.01514.71. (CC) gcc options: -O3 -pthread

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: DefaultGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal3691215SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 311.617.554.631. (CC) gcc options: -fvisibility=hidden -O2 -lm

LZ4 Compression

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.10Compression Level: 12 - Compression SpeedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 311.958.024.831. (CC) gcc options: -O3 -pthread

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.825.153.251. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Highest CompressionGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal0.72451.4492.17352.8983.6225SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.222.071.431. (CC) gcc options: -fvisibility=hidden -O2 -lm

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 BetterBlender 4.0.2Blend File: Classroom - Compute: CPU-OnlyGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal30060090012001500SE +/- 0.03, N = 3SE +/- 0.35, N = 3SE +/- 0.28, N = 369.40166.701289.61

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal30000M60000M90000M120000M150000MSE +/- 430328.22, N = 3SE +/- 157650.92, N = 3SE +/- 4780384.74, N = 31487916887606723875107082854503331. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

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 BetterBlender 4.0.2Blend File: BMW27 - Compute: CPU-OnlyGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal130260390520650SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.63, N = 333.7281.54599.39

miniFE

MiniFE Finite Element is an application for unstructured implicit finite element codes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal15K30K45K60K75KSE +/- 233.77, N = 3SE +/- 11.77, N = 3SE +/- 1.93, N = 370677.8022864.204159.121. (CXX) g++ options: -O3 -fopenmp -lmpi_cxx -lmpi

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20-Poly1305Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal20000M40000M60000M80000M100000MSE +/- 512363.59, N = 3SE +/- 281207.00, N = 3SE +/- 4948671.03, N = 31106994500034663699893065541467701. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal5K10K15K20K25KSE +/- 15.31, N = 3SE +/- 88.68, N = 5SE +/- 10.32, N = 322062.78295.61307.31. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal1428425670SE +/- 0.01489, N = 3SE +/- 0.00037, N = 3SE +/- 0.00496, N = 361.6195020.559103.768671. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Memory CopyingGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal7K14K21K28K35KSE +/- 13.60, N = 3SE +/- 1.30, N = 3SE +/- 0.09, N = 332525.1211890.831997.891. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 21.7.2Time To CompileGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal10002000300040005000SE +/- 0.69, N = 3SE +/- 0.21, N = 3SE +/- 1.44, N = 3289.27647.624663.28

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-256-GCMGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal90000M180000M270000M360000M450000MSE +/- 15611507.33, N = 3SE +/- 5879487.16, N = 3SE +/- 17186337.18, N = 3400130558450126846323187257734964571. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Vector MathGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal90K180K270K360K450KSE +/- 85.60, N = 3SE +/- 6.90, N = 3SE +/- 0.54, N = 3438910.40165655.6328508.491. (CXX) g++ options: -O2 -std=gnu99 -lc -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: HMAC-SHA512Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal30M60M90M120M150MSE +/- 162829.50, N = 3SE +/- 77846.72, N = 3SE +/- 9769.57, N = 315823833364712667103216671. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Trigonometric MathGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal10K20K30K40K50KSE +/- 11.48, N = 3SE +/- 2.00, N = 3SE +/- 0.04, N = 345810.3717338.172998.751. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Logarithmic MathGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal11K22K33K44K55KSE +/- 1.22, N = 3SE +/- 0.91, N = 3SE +/- 0.28, N = 350252.6618828.223302.681. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

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 BetterBlender 4.0.2Blend File: Fishy Cat - Compute: CPU-OnlyGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal2004006008001000SE +/- 0.26, N = 3SE +/- 0.35, N = 3SE +/- 0.38, N = 364.07146.68952.43

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal60120180240300SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3294128201. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread -lgomp

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Compression RatingGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal100K200K300K400K500KSE +/- 2385.17, N = 3SE +/- 159.81, N = 3SE +/- 28.98, N = 3479851233491326971. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-128-GCMGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal100000M200000M300000M400000M500000MSE +/- 2173107.96, N = 3SE +/- 27172495.86, N = 3SE +/- 35254075.37, N = 3444871148797157386309813304557413371. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Floating PointGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal3K6K9K12K15KSE +/- 2.60, N = 3SE +/- 0.17, N = 3SE +/- 1.60, N = 312455.024700.48852.801. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Power MathGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal5K10K15K20K25KSE +/- 0.98, N = 3SE +/- 13.10, N = 3SE +/- 0.08, N = 323418.409242.021609.161. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal600K1200K1800K2400K3000KSE +/- 64.82, N = 3SE +/- 300.99, N = 3SE +/- 24.05, N = 32732642.271176422.69192273.031. (CC) gcc options: -O2 -lrt" -lrt

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: SHA256Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal20000M40000M60000M80000M100000MSE +/- 7443314.27, N = 3SE +/- 308447238.10, N = 3SE +/- 62991235.00, N = 3856048467703897630800361517499331. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.17.08Test: Fused Multiply-AddGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal14M28M42M56M70MSE +/- 1063.93, N = 3SE +/- 1364.97, N = 3SE +/- 2472.21, N = 365585333.0433894303.544928995.121. (CXX) g++ options: -O2 -std=gnu99 -lc -lm

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 CompileGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal400800120016002000SE +/- 1.14, N = 3SE +/- 0.92, N = 3SE +/- 0.31, N = 3126.35266.141674.47

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SharpenGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal70140210280350SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3325153261. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread -lgomp

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: MD5Graviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal500K1000K1500K2000K2500KSE +/- 1201.85, N = 3SE +/- 333.33, N = 3SE +/- 287.69, N = 3236733313416671904261. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read Random Write RandomGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal1.5M3M4.5M6M7.5MSE +/- 15765.85, N = 3SE +/- 5811.82, N = 3SE +/- 4162.42, N = 3704710134210235744581. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Decompression RatingGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal110K220K330K440K550KSE +/- 158.70, N = 3SE +/- 32.36, N = 3SE +/- 50.81, N = 3494660233493412441. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal400800120016002000SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 31961.7727.9169.3MIN: 1132.6 / MAX: 1961.8MIN: 4161. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -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: WPA PSKGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal20K40K60K80K100KSE +/- 0.00, N = 3SE +/- 11.59, N = 3SE +/- 1.33, N = 3862814997578941. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal20K40K60K80K100KSE +/- 22.45, N = 3SE +/- 0.67, N = 3SE +/- 94.53, N = 15856474534978421. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal20K40K60K80K100KSE +/- 3.00, N = 3SE +/- 36.69, N = 3SE +/- 106.90, N = 15856674530580031. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average LatencyGraviton1 16 Cores a1.metalGraviton2 64 Cores r6g.metalGraviton4 96 Cores r8g.metal-24xl50100150200250SE +/- 1.47, N = 3SE +/- 2.15, N = 3SE +/- 2.16, N = 3215.89226.57232.431. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read WriteGraviton1 16 Cores a1.metalGraviton2 64 Cores r6g.metalGraviton4 96 Cores r8g.metal-24xl10002000300040005000SE +/- 31.31, N = 3SE +/- 41.55, N = 3SE +/- 40.13, N = 34632441443031. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 1024 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess BenchmarkGraviton4 96 Cores r8g.metal-24xlGraviton2 64 Cores r6g.metalGraviton1 16 Cores a1.metal30M60M90M120M150MSE +/- 2918876.82, N = 15SE +/- 1121445.57, N = 12SE +/- 39945.87, N = 91183379184394983724930571. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -flto -flto-partition=one -flto=jobserver