Raspberry Pi 400

Tests for a future article on Phoronix by Michael Larabel of the Raspberry Pi 400 keyboard.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2106023-IB-2010295FI10
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  Test
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Raspberry Pi 3 Model B
October 20 2020
  1 Day, 2 Hours, 23 Minutes
Raspberry Pi 4 Model B
October 18 2020
  19 Hours, 45 Minutes
Raspberry Pi 400
October 22 2020
  17 Hours, 54 Minutes
BeagleV Starlight
May 28 2021
  1 Day, 20 Hours, 12 Minutes
BeagleV Starlight2
June 01 2021
  6 Hours, 2 Minutes
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  22 Hours, 51 Minutes

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Raspberry Pi 400ProcessorMotherboardMemoryDiskGraphicsMonitorOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionOpenGLRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight2ARMv8 Cortex-A53 @ 1.40GHz (4 Cores)BCM2835 Raspberry Pi 3 Model B Plus Rev 1.3913MB32GB GB1QTvc4drmfbVA2431Debian 105.4.51-v8+ (aarch64)LXDE 0.10.0X Server 1.20.4modesetting 1.20.4GCC 8.3.0ext41920x1080ARMv8 Cortex-A72 @ 1.50GHz (4 Cores)BCM2835 Raspberry Pi 4 Model B Rev 1.12048MBARMv8 Cortex-A72 @ 1.80GHz (4 Cores)BCM2835 Raspberry Pi 400 Rev 1.04096MBSiFive RISC-V (2 Cores)BeagleV Starlight Beta8GB31GB 00000starfiveFedora 335.13.0-rc3-starlight-307480-g8c24396a867e (riscv64) 20210524XfceX Server 1.20.11Clang 11.0.01920x2160llvmpipeXfce 4.144.5 Mesa 20.3.5 (LLVM 11.0.0 128 bits)1920x1080OpenBenchmarking.orgKernel Details- Raspberry Pi 3 Model B, Raspberry Pi 4 Model B, Raspberry Pi 400: snd_bcm2835.enable_compat_alsa=0 snd_bcm2835.enable_hdmi=1 snd_bcm2835.enable_headphones=1Compiler Details- Raspberry Pi 3 Model B: --build=aarch64-linux-gnu --disable-libphobos --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --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++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --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 -v - Raspberry Pi 4 Model B: --build=aarch64-linux-gnu --disable-libphobos --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --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++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --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 -v - Raspberry Pi 400: --build=aarch64-linux-gnu --disable-libphobos --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --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++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --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 -v - BeagleV Starlight: --build=riscv64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-abi=lp64d --with-arch=rv64gc --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-multilib-list=lp64d - BeagleV Starlight2: --build=riscv64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-abi=lp64d --with-arch=rv64gc --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-multilib-list=lp64d Processor Details- Raspberry Pi 3 Model B, Raspberry Pi 4 Model B, Raspberry Pi 400: Scaling Governor: cpufreq-dt ondemandDisk Mount Options Details- noatime,rwJava Details- Raspberry Pi 3 Model B: OpenJDK Runtime Environment (build 11.0.8+10-post-Debian-1deb10u1)- Raspberry Pi 4 Model B: OpenJDK Runtime Environment (build 11.0.8+10-post-Debian-1deb10u1)- Raspberry Pi 400: OpenJDK Runtime Environment (build 11.0.8+10-post-Debian-1deb10u1)- BeagleV Starlight: OpenJDK Runtime Environment (build 1.8.0_212-b04)- BeagleV Starlight2: OpenJDK Runtime Environment (build 1.8.0_212-b04)Python Details- Raspberry Pi 3 Model B: Python 2.7.16 + Python 3.7.3- Raspberry Pi 4 Model B: Python 2.7.16 + Python 3.7.3- Raspberry Pi 400: Python 2.7.16 + Python 3.7.3- BeagleV Starlight: Python 3.9.4- BeagleV Starlight2: Python 3.9.4Security Details- Raspberry Pi 3 Model B: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Raspberry Pi 4 Model B: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + srbds: Not affected + tsx_async_abort: Not affected - Raspberry Pi 400: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + srbds: Not affected + tsx_async_abort: Not affected Disk Details Details- BeagleV Starlight, BeagleV Starlight2: Block Size: 4096

Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight2Result OverviewPhoronix Test Suite100%454%809%1163%1517%FFTEWebP Image EncodeDolfynIOR

Raspberry Pi 400ffte: N=256, 3D Complex FFT Routinegraphics-magick: Resizingcompress-zstd: 3graphics-magick: Noise-Gaussiancoremark: CoreMark Size 666 - Iterations Per Secondgraphics-magick: Sharpencompress-zstd: 19dacapobench: H2encode-flac: WAV To FLACtnn: CPU - MobileNet v2ocrmypdf: Processing 60 Page PDF Documenttnn: CPU - SqueezeNet v1.1rnnoise: lammps: Rhodopsin Proteinpybench: Total For Average Test Timeslibraw: Post-Processing Benchmarkphpbench: PHP Benchmark Suitetesseract-ocr: Time To OCR 7 Imagesaobench: 2048 x 2048 - Total Timepyperformance: raytraceior: Read Testperl-benchmark: Pod2htmlgegl: Reflectmnn: inception-v3pyperformance: gopyperformance: json_loadsencode-mp3: WAV To MP3build-apache: Time To Compiletscp: AI Chess Performancepyperformance: pickle_pure_pythonmnn: SqueezeNetV1.0pyperformance: django_templatepyperformance: 2to3numpy: sqlite-speedtest: Timed Time - Size 1,000mnn: resnet-v2-50mnn: MobileNetV2_224inkscape: SVG Files To PNGgegl: Color Enhancehint: FLOATmnn: mobilenet-v1-1.0rsvg: SVG Files To PNGpyperformance: python_startuphimeno: Poisson Pressure Solverkvazaar: Bosphorus 1080p - Ultra Fastkvazaar: Bosphorus 1080p - Very Fastgraphics-magick: HWB Color Spacesmallpt: Global Illumination Renderer; 128 Samplesgraphics-magick: Rotategraphics-magick: Enhancedbuild-gdb: Time To Compilegegl: Rotate 90 Degreesgegl: Cropcloverleaf: Lagrangian-Eulerian Hydrodynamicspyperformance: pathlibopenssl: RSA 4096-bit Performanceperl-benchmark: Interpreterasmfish: 1024 Hash Memory, 26 Depthbuild-imagemagick: Time To Compilebuild-php: Time To Compilebuild2: Time To Compileoctave-benchmark: gimp: unsharp-maskgimp: auto-levelsgimp: rotateespeak: Text-To-Speech Synthesisc-ray: Total Time - 4K, 16 Rays Per Pixeldacapobench: Tradebeansdacapobench: Jythonwebp: Quality 100, Lossless, Highest Compressionwebp: Quality 100, Highest Compressionwebp: Quality 100, Losslesswebp: Quality 100webp: Defaultdolfyn: Computational Fluid Dynamicsior: Write TestRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight2978.4021121915603.338966763605300.9523984.971849.6123284.460175.3050.203132542.4056935269.375262.5326.7819.191.1222833327.231854.2953.2329054.957349.9691842886.64124.589841425.77987.198599.90568.440209.427522.03462697907.160168112.955125.04276.3143.5537541.070.5352269.788286382.49479.57488.0726263.90.0066140086.9509.7028.1348.544297.7461979.304511665538846.048153.35319.87716.036344.2787.441932.4550194.72333044.006527152.501520094.6481640.374339.0251329.09171.1260.50957585.66124303121.650124.4713.4137.770.5688927213.441427.8861.6815329.235197.3743444543.5867.2114662.2146.88537.637325.66137.700117.213297.290105866488.0412165.29971.54343.6580.6796202.531.27137121.56498181018.851216.10847.76246.0416295.50.004174882428892570.425801.2721714.25640.6144.2984.9763.643161.560607.3123128129475216.13927.79592.95112.2128.937106.9869.901971.7355214.12739684.385592172.751405382.5521355.736294.3261148.33561.9610.57447846.57149237102.837103.7252.8440.470.4730541711.589366.4911.412724.405155.9074128013.0057.2363901.8754.69466.329283.98532.784100.848257.795126728792.9484356.04462.18338.1728.8036953.021.53159101.35810721924.107192.39040.61345.05136114.30.003701042779745513.651731.5141568.72336.6623.1163.1003.111154.696539.7182829228481195.37823.15584.68810.2597.46495.52110.72218.89728.746419.00420830.5917.0541.4974670.200.11121291.551929272.08511295.43551837671189.570117.731614.79558.20946.2721444.38811.74221.9617.311197.884121.706532.48758.18847.3351455.98713.04OpenBenchmarking.org

FFTE

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight2400800120016002000SE +/- 3.63, N = 3SE +/- 9.41, N = 3SE +/- 5.72, N = 10SE +/- 2.31, N = 15SE +/- 1.64, N = 3978.401932.451971.73218.89221.961. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight230060090012001500Min: 973.99 / Avg: 978.4 / Max: 985.59Min: 1913.75 / Avg: 1932.45 / Max: 1943.55Min: 1946.81 / Avg: 1971.73 / Max: 2009.46Min: 199.7 / Avg: 218.89 / Max: 232.43Min: 218.76 / Avg: 221.96 / Max: 224.231. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

GraphicsMagick

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight12243648602150557-lwebp -lwebpmux -ltiff -lXext -llzma -lbz2 -lzstd1. (CC) gcc options: -fopenmp -O2 -pthread -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight50100150200250SE +/- 0.30, N = 3SE +/- 1.95, N = 15SE +/- 0.03, N = 3121.0194.7214.128.7-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight4080120160200Min: 194.3 / Avg: 194.73 / Max: 195.3Min: 204.2 / Avg: 214.06 / Max: 224.9Min: 28.7 / Avg: 28.73 / Max: 28.81. (CC) gcc options: -O3 -pthread -lz

GraphicsMagick

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight612182430SE +/- 0.13, N = 15923274-lwebp -lwebpmux -ltiff -lXext -llzma -lbz2 -lzstd1. (CC) gcc options: -fopenmp -O2 -pthread -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight612182430Min: 9 / Avg: 9.47 / Max: 101. (CC) gcc options: -fopenmp -O2 -pthread -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread

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 SecondRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight9K18K27K36K45KSE +/- 8.94, N = 3SE +/- 60.73, N = 3SE +/- 27.31, N = 4SE +/- 3.57, N = 315603.3433044.0139684.396419.001. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight7K14K21K28K35KMin: 15586.44 / Avg: 15603.34 / Max: 15616.87Min: 32926.74 / Avg: 33044.01 / Max: 33130.04Min: 39618.22 / Avg: 39684.39 / Max: 39732.71Min: 6412.83 / Avg: 6419 / Max: 6425.191. (CC) gcc options: -O2 -lrt" -lrt

GraphicsMagick

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight48121620715173-lwebp -lwebpmux -ltiff -lXext -llzma -lbz2 -lzstd1. (CC) gcc options: -fopenmp -O2 -pthread -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Raspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight0.61881.23761.85642.47523.094SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 32.502.750.59-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Raspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight246810Min: 2.47 / Avg: 2.5 / Max: 2.53Min: 2.69 / Avg: 2.75 / Max: 2.8Min: 0.57 / Avg: 0.59 / Max: 0.61. (CC) gcc options: -O3 -pthread -lz

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40014K28K42K56K70KSE +/- 188.80, N = 4SE +/- 155.86, N = 20SE +/- 96.20, N = 19636051520014053
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40011K22K33K44K55KMin: 63309 / Avg: 63604.75 / Max: 64151Min: 13891 / Avg: 15199.75 / Max: 16912Min: 13077 / Avg: 14052.95 / Max: 14952

FLAC Audio Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40070140210280350SE +/- 1.86, N = 5SE +/- 0.97, N = 5SE +/- 0.97, N = 6300.9594.6582.551. (CXX) g++ options: -O2 -fvisibility=hidden -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40050100150200250Min: 295.81 / Avg: 300.95 / Max: 306.57Min: 92.01 / Avg: 94.65 / Max: 97.83Min: 78.57 / Avg: 82.55 / Max: 84.831. (CXX) g++ options: -O2 -fvisibility=hidden -lm

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4009001800270036004500SE +/- 57.64, N = 4SE +/- 9.38, N = 3SE +/- 4.36, N = 33984.971640.371355.74MIN: 3909.97 / MAX: 4559.39MIN: 1620.09 / MAX: 1693.98MIN: 1340.82 / MAX: 1375.271. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4007001400210028003500Min: 3916.77 / Avg: 3984.97 / Max: 4157.47Min: 1621.62 / Avg: 1640.37 / Max: 1650.12Min: 1347.65 / Avg: 1355.74 / Max: 1362.591. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OCRMyPDF

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 8.0.1+dfsgProcessing 60 Page PDF DocumentRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4002004006008001000SE +/- 10.57, N = 3SE +/- 2.23, N = 3SE +/- 3.24, N = 9849.61339.03294.33
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 8.0.1+dfsgProcessing 60 Page PDF DocumentRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400150300450600750Min: 832.84 / Avg: 849.61 / Max: 869.13Min: 336.58 / Avg: 339.03 / Max: 343.47Min: 285.49 / Avg: 294.33 / Max: 316.49

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4007001400210028003500SE +/- 23.14, N = 3SE +/- 7.78, N = 3SE +/- 4.59, N = 33284.461329.091148.34MIN: 3257.03 / MAX: 3405.63MIN: 1307.07 / MAX: 1344.24MIN: 1142.01 / MAX: 1158.271. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4006001200180024003000Min: 3258.62 / Avg: 3284.46 / Max: 3330.63Min: 1313.66 / Avg: 1329.09 / Max: 1338.46Min: 1142.68 / Avg: 1148.34 / Max: 1157.431. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4004080120160200SE +/- 1.48, N = 3SE +/- 0.63, N = 13SE +/- 0.63, N = 15175.3171.1361.961. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400306090120150Min: 172.79 / Avg: 175.31 / Max: 177.91Min: 68.63 / Avg: 71.13 / Max: 77.45Min: 59.23 / Avg: 61.96 / Max: 66.291. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4000.12920.25840.38760.51680.646SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 30.2030.5090.5741. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400246810Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.51 / Avg: 0.51 / Max: 0.51Min: 0.57 / Avg: 0.57 / Max: 0.581. (CXX) g++ options: -O3 -pthread -lm

PyBench

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4003K6K9K12K15KSE +/- 5.55, N = 3SE +/- 30.02, N = 3SE +/- 10.87, N = 31325457584784
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4002K4K6K8K10KMin: 13244 / Avg: 13254.33 / Max: 13263Min: 5700 / Avg: 5757.67 / Max: 5801Min: 4772 / Avg: 4784.33 / Max: 4806

LibRaw

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

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.405.666.571. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4003691215Min: 2.39 / Avg: 2.4 / Max: 2.42Min: 5.65 / Avg: 5.66 / Max: 5.66Min: 6.56 / Avg: 6.57 / Max: 6.61. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. The number of iterations used is 1,000,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40030K60K90K120K150KSE +/- 53.25, N = 3SE +/- 816.51, N = 3SE +/- 605.79, N = 356935124303149237
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40030K60K90K120K150KMin: 56830 / Avg: 56934.67 / Max: 57004Min: 122931 / Avg: 124303 / Max: 125756Min: 148028 / Avg: 149237.33 / Max: 149906

Tesseract OCR

Tesseract-OCR is the open-source optical character recognition (OCR) engine for the conversion of text within images to raw text output. This test profile relies upon a system-supplied Tesseract installation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.0.0Time To OCR 7 ImagesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40060120180240300SE +/- 2.49, N = 3SE +/- 0.02, N = 3SE +/- 0.30, N = 3269.38121.65102.84
OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.0.0Time To OCR 7 ImagesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40050100150200250Min: 264.48 / Avg: 269.37 / Max: 272.57Min: 121.62 / Avg: 121.65 / Max: 121.68Min: 102.36 / Avg: 102.84 / Max: 103.4

AOBench

AOBench is a lightweight ambient occlusion renderer, written in C. The test profile is using a size of 2048 x 2048. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40060120180240300SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3262.53124.47103.731. (CC) gcc options: -lm -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40050100150200250Min: 262.42 / Avg: 262.53 / Max: 262.6Min: 124.44 / Avg: 124.47 / Max: 124.53Min: 103.61 / Avg: 103.72 / Max: 103.891. (CC) gcc options: -lm -O3

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.783.412.84
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4003691215Min: 6.77 / Avg: 6.78 / Max: 6.79Min: 3.41 / Avg: 3.41 / Max: 3.41Min: 2.84 / Avg: 2.84 / Max: 2.84

IOR

IOR is a parallel I/O storage benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Read TestRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight2918273645SE +/- 0.15, N = 3SE +/- 0.50, N = 3SE +/- 0.07, N = 15SE +/- 0.06, N = 3SE +/- 0.01, N = 319.1937.7740.4717.0517.31MIN: 0.77 / MAX: 21.68MIN: 25.87 / MAX: 40.56MIN: 1.51 / MAX: 42.28MIN: 2.87 / MAX: 17.55MIN: 13.99 / MAX: 17.611. (CC) gcc options: -O2 -lm -pthread -lmpi
OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Read TestRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight2816243240Min: 18.89 / Avg: 19.19 / Max: 19.36Min: 36.77 / Avg: 37.77 / Max: 38.28Min: 39.91 / Avg: 40.47 / Max: 40.91Min: 16.97 / Avg: 17.05 / Max: 17.16Min: 17.3 / Avg: 17.31 / Max: 17.321. (CC) gcc options: -O2 -lm -pthread -lmpi

Perl Benchmarks

Perl benchmark suite that can be used to compare the relative speed of different versions of perl. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Pod2htmlRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4000.25250.5050.75751.011.2625SE +/- 0.00515830, N = 3SE +/- 0.00332735, N = 3SE +/- 0.00044220, N = 31.122283330.568892720.47305417
OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Pod2htmlRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400246810Min: 1.11 / Avg: 1.12 / Max: 1.13Min: 0.57 / Avg: 0.57 / Max: 0.58Min: 0.47 / Avg: 0.47 / Max: 0.47

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: ReflectRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400612182430SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 427.2313.4411.59
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400612182430Min: 27.06 / Avg: 27.23 / Max: 27.48Min: 13.41 / Avg: 13.44 / Max: 13.48Min: 11.56 / Avg: 11.59 / Max: 11.65

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by ALibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4002004006008001000SE +/- 0.99, N = 3SE +/- 0.34, N = 3SE +/- 2.54, N = 3854.30427.89366.49MIN: 834.64 / MAX: 936.91MIN: 421.71 / MAX: 472.82MIN: 359.07 / MAX: 386.821. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400150300450600750Min: 852.51 / Avg: 854.3 / Max: 855.93Min: 427.43 / Avg: 427.89 / Max: 428.56Min: 363.3 / Avg: 366.49 / Max: 371.511. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -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: goRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4000.72681.45362.18042.90723.634SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.231.681.40
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400246810Min: 3.23 / Avg: 3.23 / Max: 3.23Min: 1.68 / Avg: 1.68 / Max: 1.68Min: 1.4 / Avg: 1.4 / Max: 1.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40060120180240300SE +/- 0.58, N = 3290153127
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40050100150200250Min: 289 / Avg: 290 / Max: 291

LAME MP3 Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4001224364860SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 354.9629.2424.411. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4001122334455Min: 54.9 / Avg: 54.96 / Max: 55.01Min: 29.19 / Avg: 29.24 / Max: 29.27Min: 24.33 / Avg: 24.4 / Max: 24.481. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm

Timed Apache Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40080160240320400SE +/- 0.74, N = 3SE +/- 1.23, N = 3SE +/- 0.95, N = 3349.97197.37155.91
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40060120180240300Min: 348.85 / Avg: 349.97 / Max: 351.37Min: 195.58 / Avg: 197.37 / Max: 199.74Min: 154.38 / Avg: 155.91 / Max: 157.66

TSCP

This is a performance test of TSCP, Tom Kerrigan's Simple Chess Program, which has a built-in performance benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40090K180K270K360K450KSE +/- 1442.62, N = 25SE +/- 535.63, N = 5SE +/- 334.31, N = 81842883444544128011. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40070K140K210K280K350KMin: 159970 / Avg: 184288.4 / Max: 187084Min: 342950 / Avg: 344454.2 / Max: 345531Min: 411335 / Avg: 412801 / Max: 4138071. (CC) gcc options: -O3 -march=native

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_pythonRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.643.583.00
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4003691215Min: 6.64 / Avg: 6.64 / Max: 6.65Min: 3.57 / Avg: 3.58 / Max: 3.59Min: 2.99 / Avg: 3 / Max: 3.01

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by ALibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400306090120150SE +/- 0.24, N = 3SE +/- 0.41, N = 3SE +/- 0.28, N = 3124.5967.2157.24MIN: 122.9 / MAX: 177.95MIN: 66.01 / MAX: 138.9MIN: 56.25 / MAX: 66.821. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020406080100Min: 124.18 / Avg: 124.59 / Max: 125.02Min: 66.77 / Avg: 67.21 / Max: 68.02Min: 56.69 / Avg: 57.24 / Max: 57.571. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -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: django_templateRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4002004006008001000SE +/- 0.67, N = 3SE +/- 0.58, N = 3841466390
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400150300450600750Min: 465 / Avg: 466.33 / Max: 467Min: 389 / Avg: 390 / Max: 391

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4000.91.82.73.64.5SE +/- 0.00, N = 3SE +/- 0.00, N = 34.002.211.87
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400246810Min: 2.21 / Avg: 2.21 / Max: 2.21Min: 1.87 / Avg: 1.87 / Max: 1.87

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 BenchmarkRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4001224364860SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 325.7746.8854.69
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4001122334455Min: 25.49 / Avg: 25.77 / Max: 25.95Min: 46.66 / Avg: 46.88 / Max: 47.03Min: 54.56 / Avg: 54.69 / Max: 54.81

SQLite Speedtest

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

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4002004006008001000SE +/- 12.62, N = 3SE +/- 6.08, N = 7SE +/- 6.92, N = 3987.20537.64466.331. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4002004006008001000Min: 966.87 / Avg: 987.2 / Max: 1010.31Min: 515.94 / Avg: 537.64 / Max: 561.65Min: 456.17 / Avg: 466.33 / Max: 479.541. (CC) gcc options: -O2 -ldl -lz -lpthread

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by ALibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400130260390520650SE +/- 0.15, N = 3SE +/- 0.74, N = 3SE +/- 1.79, N = 3599.91325.66283.99MIN: 594.5 / MAX: 758.92MIN: 321.6 / MAX: 418.01MIN: 280.41 / MAX: 316.591. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400110220330440550Min: 599.63 / Avg: 599.91 / Max: 600.15Min: 324.27 / Avg: 325.66 / Max: 326.76Min: 281.66 / Avg: 283.99 / Max: 287.511. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4001530456075SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 368.4437.7032.78MIN: 67.44 / MAX: 196.79MIN: 37.35 / MAX: 49.51MIN: 32.3 / MAX: 42.591. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4001326395265Min: 68.09 / Avg: 68.44 / Max: 68.64Min: 37.6 / Avg: 37.7 / Max: 37.83Min: 32.69 / Avg: 32.78 / Max: 32.891. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Inkscape

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

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40050100150200250SE +/- 0.86, N = 3SE +/- 0.39, N = 3SE +/- 0.75, N = 3209.43117.21100.851. Inkscape 0.92.4 (5da689c313, 2019-01-14)
OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4004080120160200Min: 208.49 / Avg: 209.43 / Max: 211.14Min: 116.82 / Avg: 117.21 / Max: 117.99Min: 99.47 / Avg: 100.85 / Max: 102.061. Inkscape 0.92.4 (5da689c313, 2019-01-14)

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 EnhanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400110220330440550SE +/- 2.78, N = 3SE +/- 4.46, N = 3SE +/- 0.49, N = 3522.03297.29257.80
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40090180270360450Min: 518.82 / Avg: 522.03 / Max: 527.58Min: 291.35 / Avg: 297.29 / Max: 306.02Min: 257.04 / Avg: 257.79 / Max: 258.72

Hierarchical INTegration

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40030M60M90M120M150MSE +/- 10184.88, N = 3SE +/- 26422.30, N = 3SE +/- 196834.67, N = 362697907.16105866488.04126728792.951. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020M40M60M80M100MMin: 62677552.06 / Avg: 62697907.16 / Max: 62708753.7Min: 105831839.47 / Avg: 105866488.04 / Max: 105918366.94Min: 126390762.59 / Avg: 126728792.95 / Max: 127072545.861. (CC) gcc options: -O3 -march=native -lm

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by ALibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400306090120150SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3112.9665.3056.04MIN: 111.72 / MAX: 209.12MIN: 64.71 / MAX: 78MIN: 55.65 / MAX: 102.51. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020406080100Min: 112.84 / Avg: 112.95 / Max: 113.1Min: 65.08 / Avg: 65.3 / Max: 65.52Min: 56 / Avg: 56.04 / Max: 56.111. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

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 PNGRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400306090120150SE +/- 1.51, N = 12SE +/- 0.39, N = 3SE +/- 0.70, N = 3125.0471.5462.181. rsvg-convert version 2.44.10
OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020406080100Min: 122.23 / Avg: 125.04 / Max: 140.78Min: 71.13 / Avg: 71.54 / Max: 72.32Min: 61.4 / Avg: 62.18 / Max: 63.581. rsvg-convert version 2.44.10

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_startupRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020406080100SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 376.343.638.1
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4001530456075Min: 76.3 / Avg: 76.33 / Max: 76.4Min: 43.6 / Avg: 43.6 / Max: 43.6Min: 38 / Avg: 38.07 / Max: 38.1

Himeno Benchmark

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

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight160320480640800SE +/- 1.14, N = 14SE +/- 4.46, N = 3SE +/- 5.01, N = 3SE +/- 0.29, N = 15143.55580.68728.8041.501. (CC) gcc options: -O3
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight130260390520650Min: 132.82 / Avg: 143.55 / Max: 145.56Min: 575.63 / Avg: 580.68 / Max: 589.56Min: 722.81 / Avg: 728.8 / Max: 738.75Min: 39.11 / Avg: 41.5 / Max: 42.961. (CC) gcc options: -O3

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 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 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra FastRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight0.67951.3592.03852.7183.3975SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 41.072.533.020.201. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra FastRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight246810Min: 1.07 / Avg: 1.07 / Max: 1.07Min: 2.53 / Avg: 2.53 / Max: 2.54Min: 3.02 / Avg: 3.02 / Max: 3.02Min: 0.2 / Avg: 0.2 / Max: 0.211. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very FastRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight0.34430.68861.03291.37721.7215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.531.271.530.111. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very FastRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight246810Min: 0.53 / Avg: 0.53 / Max: 0.53Min: 1.27 / Avg: 1.27 / Max: 1.27Min: 1.52 / Avg: 1.53 / Max: 1.53Min: 0.1 / Avg: 0.11 / Max: 0.111. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

GraphicsMagick

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight4080120160200SE +/- 0.33, N = 3SE +/- 0.13, N = 155213715912-lwebp -lwebpmux -ltiff -lXext -llzma -lbz2 -lzstd1. (CC) gcc options: -fopenmp -O2 -pthread -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight306090120150Min: 159 / Avg: 159.33 / Max: 160Min: 11 / Avg: 11.6 / Max: 121. (CC) gcc options: -fopenmp -O2 -pthread -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread

Smallpt

Smallpt is a C++ global illumination renderer written in less than 100 lines of code. Global illumination is done via unbiased Monte Carlo path tracing and there is multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight30060090012001500SE +/- 0.38, N = 3SE +/- 0.27, N = 3SE +/- 0.33, N = 3SE +/- 24.32, N = 7269.79121.56101.361291.551. (CXX) g++ options: -fopenmp -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight2004006008001000Min: 269.16 / Avg: 269.79 / Max: 270.47Min: 121.21 / Avg: 121.56 / Max: 122.1Min: 100.99 / Avg: 101.36 / Max: 102.01Min: 1200.1 / Avg: 1291.55 / Max: 1394.011. (CXX) g++ options: -fopenmp -O3

GraphicsMagick

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight20406080100SE +/- 0.96, N = 15SE +/- 1.33, N = 15SE +/- 0.08, N = 1228981079-lwebp -lwebpmux -ltiff -lXext -llzma -lbz2 -lzstd1. (CC) gcc options: -fopenmp -O2 -pthread -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight20406080100Min: 92 / Avg: 98.2 / Max: 103Min: 99 / Avg: 107 / Max: 115Min: 8 / Avg: 8.92 / Max: 91. (CC) gcc options: -fopenmp -O2 -pthread -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight510152025618212-lwebp -lwebpmux -ltiff -lXext -llzma -lbz2 -lzstd1. (CC) gcc options: -fopenmp -O2 -pthread -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread

Timed GDB GNU Debugger Compilation

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight2K4K6K8K10KSE +/- 11.83, N = 6SE +/- 5.96, N = 3SE +/- 36.47, N = 31018.85924.119272.09
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight16003200480064008000Min: 995.71 / Avg: 1018.85 / Max: 1069.19Min: 915.98 / Avg: 924.11 / Max: 935.73Min: 9233.77 / Avg: 9272.09 / Max: 9345

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 DegreesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40080160240320400SE +/- 0.76, N = 3SE +/- 1.16, N = 3SE +/- 0.34, N = 3382.49216.11192.39
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40070140210280350Min: 381.4 / Avg: 382.49 / Max: 383.96Min: 214.5 / Avg: 216.11 / Max: 218.36Min: 191.76 / Avg: 192.39 / Max: 192.95

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020406080100SE +/- 0.98, N = 3SE +/- 0.50, N = 3SE +/- 0.54, N = 379.5747.7640.61
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4001530456075Min: 78.52 / Avg: 79.57 / Max: 81.52Min: 47.23 / Avg: 47.76 / Max: 48.77Min: 39.78 / Avg: 40.61 / Max: 41.63

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm8192.in input file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020406080100SE +/- 0.68, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 388.0746.0445.051. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020406080100Min: 86.72 / Avg: 88.07 / Max: 88.84Min: 45.97 / Avg: 46.04 / Max: 46.12Min: 44.89 / Avg: 45.05 / Max: 45.171. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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: pathlibRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40060120180240300262162136

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test measures the RSA 4096-bit performance of OpenSSL. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400306090120150SE +/- 0.45, N = 15SE +/- 0.18, N = 3SE +/- 0.12, N = 363.995.5114.31. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020406080100Min: 62.9 / Avg: 63.9 / Max: 69.8Min: 95.2 / Avg: 95.53 / Max: 95.8Min: 114.1 / Avg: 114.3 / Max: 114.51. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

Perl Benchmarks

Perl benchmark suite that can be used to compare the relative speed of different versions of perl. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4000.00150.0030.00450.0060.0075SE +/- 0.00002841, N = 3SE +/- 0.00001265, N = 3SE +/- 0.00000910, N = 30.006614000.004174880.00370104
OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40012345Min: 0.01 / Avg: 0.01 / Max: 0.01Min: 0 / Avg: 0 / Max: 0Min: 0 / Avg: 0 / Max: 0

asmFish

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

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthRaspberry Pi 4 Model BRaspberry Pi 400600K1200K1800K2400K3000KSE +/- 30395.47, N = 3SE +/- 25680.11, N = 324288922779745
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthRaspberry Pi 4 Model BRaspberry Pi 400500K1000K1500K2000K2500KMin: 2368176 / Avg: 2428892.33 / Max: 2461858Min: 2743982 / Avg: 2779745.33 / Max: 2829551

Timed ImageMagick Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To CompileRaspberry Pi 4 Model BRaspberry Pi 400120240360480600SE +/- 5.30, N = 3SE +/- 2.14, N = 3570.43513.65
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To CompileRaspberry Pi 4 Model BRaspberry Pi 400100200300400500Min: 563.95 / Avg: 570.43 / Max: 580.93Min: 509.78 / Avg: 513.65 / Max: 517.16

Timed PHP Compilation

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileRaspberry Pi 4 Model BRaspberry Pi 4002004006008001000SE +/- 2.49, N = 3SE +/- 3.63, N = 3801.27731.51
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileRaspberry Pi 4 Model BRaspberry Pi 400140280420560700Min: 797.62 / Avg: 801.27 / Max: 806.02Min: 724.48 / Avg: 731.51 / Max: 736.59

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileRaspberry Pi 4 Model BRaspberry Pi 400400800120016002000SE +/- 10.03, N = 3SE +/- 16.55, N = 31714.261568.72
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileRaspberry Pi 4 Model BRaspberry Pi 40030060090012001500Min: 1698.33 / Avg: 1714.26 / Max: 1732.78Min: 1543.43 / Avg: 1568.72 / Max: 1599.86

System Temperature Monitor

OpenBenchmarking.orgCelsiusSystem Temperature MonitorPhoronix Test Suite System MonitoringRaspberry Pi 4001224364860Min: 29.7 / Avg: 45.19 / Max: 59.4

GNU Octave Benchmark

MinAvgMaxRaspberry Pi 40040.443.646.3OpenBenchmarking.orgCelsius, Fewer Is BetterGNU Octave Benchmark 4.4.1System Temperature Monitor1224364860

GIMP

MinAvgMaxRaspberry Pi 40034.637.639.4OpenBenchmarking.orgCelsius, Fewer Is BetterGIMP 2.10.8System Temperature Monitor1122334455

MinAvgMaxRaspberry Pi 40035.537.739.4OpenBenchmarking.orgCelsius, Fewer Is BetterGIMP 2.10.8System Temperature Monitor1122334455

MinAvgMaxRaspberry Pi 40035.137.840.4OpenBenchmarking.orgCelsius, Fewer Is BetterGIMP 2.10.8System Temperature Monitor1122334455

eSpeak-NG Speech Engine

MinAvgMaxRaspberry Pi 40035.538.040.4OpenBenchmarking.orgCelsius, Fewer Is BettereSpeak-NG Speech Engine 20200907System Temperature Monitor1122334455

C-Ray

OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 1.1System Temperature MonitorRaspberry Pi 4001122334455Min: 38.5 / Avg: 55.58 / Max: 57.9

DaCapo Benchmark

OpenBenchmarking.orgCelsius, Fewer Is BetterDaCapo Benchmark 9.12-MR1System Temperature MonitorRaspberry Pi 4001020304050Min: 38 / Avg: 44.02 / Max: 46.7

MinAvgMaxRaspberry Pi 40038.943.145.8OpenBenchmarking.orgCelsius, Fewer Is BetterDaCapo Benchmark 9.12-MR1System Temperature Monitor1224364860

WebP Image Encode

MinAvgMaxRaspberry Pi 40035.542.145.8OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature Monitor1224364860

MinAvgMaxRaspberry Pi 40037.039.240.4OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature Monitor1122334455

OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature MonitorRaspberry Pi 400918273645Min: 37 / Avg: 39.43 / Max: 41.9

MinAvgMaxRaspberry Pi 40037.039.842.4OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature Monitor1224364860

MinAvgMaxRaspberry Pi 40038.540.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature Monitor1224364860

Dolfyn

MinAvgMaxRaspberry Pi 40038.041.242.8OpenBenchmarking.orgCelsius, Fewer Is BetterDolfyn 0.527System Temperature Monitor1224364860

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 4.4.1Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40020406080100SE +/- 1.46, N = 20SE +/- 0.27, N = 5SE +/- 0.20, N = 586.9540.6136.66
OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 4.4.1Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4001632486480Min: 81.04 / Avg: 86.95 / Max: 98.03Min: 40.25 / Avg: 40.61 / Max: 41.66Min: 35.95 / Avg: 36.66 / Max: 37.03

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 2.10.8Test: unsharp-maskRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4003691215SE +/- 0.829, N = 15SE +/- 0.295, N = 15SE +/- 0.025, N = 59.7024.2983.116
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.8Test: unsharp-maskRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4003691215Min: 6.82 / Avg: 9.7 / Max: 14.12Min: 3.58 / Avg: 4.3 / Max: 7.2Min: 3.03 / Avg: 3.12 / Max: 3.18

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.8Test: auto-levelsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400246810SE +/- 0.628, N = 15SE +/- 0.573, N = 15SE +/- 0.017, N = 58.1344.9763.100
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.8Test: auto-levelsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4003691215Min: 6.76 / Avg: 8.13 / Max: 14.09Min: 3.59 / Avg: 4.98 / Max: 11.38Min: 3.07 / Avg: 3.1 / Max: 3.15

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.8Test: rotateRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400246810SE +/- 0.654, N = 15SE +/- 0.030, N = 3SE +/- 0.016, N = 58.5443.6433.111
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.8Test: rotateRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4003691215Min: 6.77 / Avg: 8.54 / Max: 14.1Min: 3.61 / Avg: 3.64 / Max: 3.7Min: 3.06 / Avg: 3.11 / Max: 3.14

eSpeak-NG Speech Engine

This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40060120180240300SE +/- 3.24, N = 4SE +/- 2.47, N = 16SE +/- 1.34, N = 4297.75161.56154.701. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40050100150200250Min: 290.71 / Avg: 297.75 / Max: 303.95Min: 149.09 / Avg: 161.56 / Max: 190.15Min: 151.94 / Avg: 154.7 / Max: 158.21. (CC) gcc options: -O2 -std=c99

C-Ray

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

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight2K4K6K8K10KSE +/- 1.40, N = 3SE +/- 4.00, N = 3SE +/- 17.31, N = 9SE +/- 1827.54, N = 31979.30607.31539.7211295.441. (CC) gcc options: -lm -lpthread -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight2K4K6K8K10KMin: 1976.75 / Avg: 1979.3 / Max: 1981.59Min: 599.5 / Avg: 607.31 / Max: 612.74Min: 499.18 / Avg: 539.72 / Max: 615.95Min: 9317.13 / Avg: 11295.43 / Max: 14946.251. (CC) gcc options: -lm -lpthread -O3

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 40011K22K33K44K55KSE +/- 674.14, N = 20SE +/- 707.29, N = 20SE +/- 756.57, N = 20511663128128292
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 4009K18K27K36K45KMin: 44609 / Avg: 51165.5 / Max: 56545Min: 26843 / Avg: 31281.4 / Max: 37839Min: 25197 / Avg: 28292.4 / Max: 36819

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight1.1M2.2M3.3M4.4M5.5MSE +/- 734.48, N = 4SE +/- 357.58, N = 20SE +/- 725.74, N = 16SE +/- 483093.44, N = 45538829475284815183767
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV Starlight900K1800K2700K3600K4500KMin: 53360 / Avg: 55388 / Max: 56835Min: 28064 / Avg: 29474.75 / Max: 34300Min: 25477 / Avg: 28480.5 / Max: 35200Min: 4401255 / Avg: 5183767.25 / Max: 6594691

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight230060090012001500SE +/- 0.35, N = 3SE +/- 0.43, N = 3SE +/- 21.37, N = 7SE +/- 33.24, N = 9216.14195.381189.571197.88-ltiff-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight22004006008001000Min: 215.47 / Avg: 216.14 / Max: 216.63Min: 194.51 / Avg: 195.38 / Max: 195.83Min: 1128.82 / Avg: 1189.57 / Max: 1290.68Min: 1112.2 / Avg: 1197.88 / Max: 1400.011. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight2306090120150SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 8.22, N = 9SE +/- 10.97, N = 1246.0527.8023.16117.73121.71-ltiff-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight220406080100Min: 45.93 / Avg: 46.05 / Max: 46.26Min: 27.73 / Avg: 27.79 / Max: 27.9Min: 23.04 / Avg: 23.15 / Max: 23.25Min: 93.38 / Avg: 117.73 / Max: 171.56Min: 95.68 / Avg: 121.71 / Max: 226.421. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight2130260390520650SE +/- 0.06, N = 3SE +/- 0.42, N = 3SE +/- 0.78, N = 15SE +/- 6.68, N = 4SE +/- 27.35, N = 6153.3592.9584.69614.80532.49-ltiff-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight2110220330440550Min: 153.28 / Avg: 153.35 / Max: 153.47Min: 92.25 / Avg: 92.95 / Max: 93.7Min: 82.12 / Avg: 84.69 / Max: 88.71Min: 600.97 / Avg: 614.8 / Max: 631.95Min: 485.67 / Avg: 532.49 / Max: 664.71. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight21326395265SE +/- 0.22, N = 15SE +/- 0.01, N = 3SE +/- 0.02, N = 5SE +/- 1.64, N = 15SE +/- 1.90, N = 1219.8812.2110.2658.2158.19-ltiff-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight21224364860Min: 19.3 / Avg: 19.88 / Max: 22.24Min: 12.18 / Avg: 12.21 / Max: 12.23Min: 10.2 / Avg: 10.26 / Max: 10.3Min: 52.43 / Avg: 58.21 / Max: 70.44Min: 52.9 / Avg: 58.19 / Max: 74.451. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight21122334455SE +/- 0.014, N = 3SE +/- 0.022, N = 3SE +/- 0.008, N = 6SE +/- 2.651, N = 12SE +/- 1.726, N = 1516.0368.9377.46446.27247.335-ltiff-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight21020304050Min: 16.01 / Avg: 16.04 / Max: 16.05Min: 8.91 / Avg: 8.94 / Max: 8.98Min: 7.45 / Avg: 7.46 / Max: 7.5Min: 39.61 / Avg: 46.27 / Max: 69.87Min: 39.98 / Avg: 47.33 / Max: 57.631. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight230060090012001500SE +/- 7.02, N = 9SE +/- 0.60, N = 3SE +/- 0.37, N = 3SE +/- 6.51, N = 3SE +/- 5.17, N = 3344.28106.9995.521444.391455.99
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight230060090012001500Min: 330.71 / Avg: 344.28 / Max: 387.25Min: 106.29 / Avg: 106.99 / Max: 108.18Min: 94.82 / Avg: 95.52 / Max: 96.07Min: 1435.12 / Avg: 1444.39 / Max: 1456.94Min: 1445.69 / Avg: 1455.99 / Max: 1461.85

IOR

IOR is a parallel I/O storage benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Write TestRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight23691215SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.48, N = 15SE +/- 0.04, N = 3SE +/- 0.13, N = 37.449.9010.7211.7413.04MIN: 0.42 / MAX: 11.51MIN: 1.3 / MAX: 17.85MIN: 0.16 / MAX: 20.17MIN: 6.75 / MAX: 15.16MIN: 8.39 / MAX: 15.211. (CC) gcc options: -O2 -lm -pthread -lmpi
OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Write TestRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400BeagleV StarlightBeagleV Starlight248121620Min: 7.3 / Avg: 7.44 / Max: 7.6Min: 9.73 / Avg: 9.9 / Max: 10.06Min: 9.47 / Avg: 10.72 / Max: 15.34Min: 11.66 / Avg: 11.74 / Max: 11.81Min: 12.79 / Avg: 13.04 / Max: 13.221. (CC) gcc options: -O2 -lm -pthread -lmpi

91 Results Shown

FFTE
GraphicsMagick
Zstd Compression
GraphicsMagick
Coremark
GraphicsMagick
Zstd Compression
DaCapo Benchmark
FLAC Audio Encoding
TNN
OCRMyPDF
TNN
RNNoise
LAMMPS Molecular Dynamics Simulator
PyBench
LibRaw
PHPBench
Tesseract OCR
AOBench
PyPerformance
IOR
Perl Benchmarks
GEGL
Mobile Neural Network
PyPerformance:
  go
  json_loads
LAME MP3 Encoding
Timed Apache Compilation
TSCP
PyPerformance
Mobile Neural Network
PyPerformance:
  django_template
  2to3
Numpy Benchmark
SQLite Speedtest
Mobile Neural Network:
  resnet-v2-50
  MobileNetV2_224
Inkscape
GEGL
Hierarchical INTegration
Mobile Neural Network
librsvg
PyPerformance
Himeno Benchmark
Kvazaar:
  Bosphorus 1080p - Ultra Fast
  Bosphorus 1080p - Very Fast
GraphicsMagick
Smallpt
GraphicsMagick:
  Rotate
  Enhanced
Timed GDB GNU Debugger Compilation
GEGL:
  Rotate 90 Degrees
  Crop
CloverLeaf
PyPerformance
OpenSSL
Perl Benchmarks
asmFish
Timed ImageMagick Compilation
Timed PHP Compilation
Build2
System Temperature Monitor:
  Phoronix Test Suite System Monitoring
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
  System Temp Monitor
GNU Octave Benchmark
GIMP:
  unsharp-mask
  auto-levels
  rotate
eSpeak-NG Speech Engine
C-Ray
DaCapo Benchmark:
  Tradebeans
  Jython
WebP Image Encode:
  Quality 100, Lossless, Highest Compression
  Quality 100, Highest Compression
  Quality 100, Lossless
  Quality 100
  Default
Dolfyn
IOR