Raspberry Pi 400

Comparing my workstation vs Pi 4s

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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
Z440 vs Pi 4
January 20
  6 Hours, 54 Minutes
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  17 Hours, 44 Minutes

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Raspberry Pi 3 Model B

Processor: ARMv8 Cortex-A53 @ 1.40GHz (4 Cores), Motherboard: BCM2835 Raspberry Pi 3 Model B Plus Rev 1.3, Memory: 913MB, Disk: 32GB GB1QT, Graphics: vc4drmfb, Monitor: VA2431

OS: Debian 10, Kernel: 5.4.51-v8+ (aarch64), Desktop: LXDE 0.10.0, Display Server: X Server 1.20.4, Display Driver: modesetting 1.20.4, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: snd_bcm2835.enable_compat_alsa=0 snd_bcm2835.enable_hdmi=1 snd_bcm2835.enable_headphones=1
Compiler Notes: --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
Processor Notes: Scaling Governor: cpufreq-dt ondemand
Disk Mount Options Notes: noatime,rw
Java Notes: OpenJDK Runtime Environment (build 11.0.8+10-post-Debian-1deb10u1)
Python Notes: Python 2.7.16 + Python 3.7.3
Security Notes: 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

Changed Processor to ARMv8 Cortex-A72 @ 1.50GHz (4 Cores).

Changed Motherboard to BCM2835 Raspberry Pi 4 Model B Rev 1.1.

Changed Memory to 2048MB.

Security Change: 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

Changed Processor to ARMv8 Cortex-A72 @ 1.80GHz (4 Cores).

Changed Motherboard to BCM2835 Raspberry Pi 400 Rev 1.0.

Changed Memory to 4096MB.

Z440 vs Pi 4

Processor: Intel Xeon E5-1630 v3 (4 Cores / 8 Threads), Memory: 26GB, Disk: 2 x 275GB Virtual Disk

OS: Ubuntu 22.04, Kernel: 5.10.102.1-microsoft-standard-WSL2 (x86_64), Vulkan: 1.2.204, Compiler: GCC 11.3.0, File-System: ext4, System Layer: wsl

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Disk Notes: NONE / data=ordered,discard,errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu222.04)
Python Notes: Python 3.10.6
Security Notes: itlb_multihit: KVM: Mitigation of VMX unsupported + l1tf: Mitigation of PTE Inversion + mds: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Raspberry Pi 400ProcessorMotherboardMemoryDiskGraphicsMonitorOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionVulkanSystem LayerRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4ARMv8 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 1.04096MBIntel Xeon E5-1630 v3 (4 Cores / 8 Threads)26GB2 x 275GB Virtual DiskUbuntu 22.045.10.102.1-microsoft-standard-WSL2 (x86_64)1.2.204GCC 11.3.0wslOpenBenchmarking.orgKernel Details- Raspberry Pi 3 Model B: snd_bcm2835.enable_compat_alsa=0 snd_bcm2835.enable_hdmi=1 snd_bcm2835.enable_headphones=1- Raspberry Pi 4 Model B: snd_bcm2835.enable_compat_alsa=0 snd_bcm2835.enable_hdmi=1 snd_bcm2835.enable_headphones=1- Raspberry Pi 400: snd_bcm2835.enable_compat_alsa=0 snd_bcm2835.enable_hdmi=1 snd_bcm2835.enable_headphones=1- Z440 vs Pi 4: Transparent Huge Pages: alwaysCompiler 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 - Z440 vs Pi 4: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Raspberry Pi 3 Model B: Scaling Governor: cpufreq-dt ondemand- Raspberry Pi 4 Model B: Scaling Governor: cpufreq-dt ondemand- Raspberry Pi 400: Scaling Governor: cpufreq-dt ondemand- Z440 vs Pi 4: CPU Microcode: 0xffffffffDisk Mount Options Details- Raspberry Pi 3 Model B, Raspberry Pi 4 Model B, Raspberry Pi 400: 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)- Z440 vs Pi 4: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu222.04)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- Z440 vs Pi 4: Python 3.10.6Security 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 - Z440 vs Pi 4: itlb_multihit: KVM: Mitigation of VMX unsupported + l1tf: Mitigation of PTE Inversion + mds: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected Disk Details- Z440 vs Pi 4: NONE / data=ordered,discard,errors=remount-ro,relatime,rw / Block Size: 4096

Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4Logarithmic Result OverviewPhoronix Test Suite 10.8.4PyBenchOpenSSLTNNC-RayLibRawCoremarkIORPyPerformanceSQLite SpeedtestDaCapo BenchmarkSmallptTimed Apache CompilationNumpy BenchmarkeSpeak-NG Speech EngineTSCPWebP Image EncodeAOBenchRNNoisePerl BenchmarksHierarchical INTegrationKvazaarLAME MP3 EncodingGEGLFLAC Audio EncodinglibrsvgZstd CompressionHimeno BenchmarkFFTEGraphicsMagickDolfynCloverLeaf

Raspberry Pi 400ior: Write Testior: Read Testcloverleaf: Lagrangian-Eulerian Hydrodynamicsdolfyn: Computational Fluid Dynamicsffte: N=256, 3D Complex FFT Routinelammps: Rhodopsin Proteinwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressiondacapobench: H2dacapobench: Jythondacapobench: Tradebeanscompress-zstd: 3compress-zstd: 19libraw: Post-Processing Benchmarktscp: AI Chess Performancegraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spacekvazaar: Bosphorus 1080p - Very Fastkvazaar: Bosphorus 1080p - Ultra Fastcoremark: CoreMark Size 666 - Iterations Per Secondhimeno: Poisson Pressure Solverasmfish: 1024 Hash Memory, 26 Depthbuild-apache: Time To Compilebuild-gdb: Time To Compilebuild-imagemagick: Time To Compilebuild-php: Time To Compilebuild2: Time To Compilec-ray: Total Time - 4K, 16 Rays Per Pixelsmallpt: Global Illumination Renderer; 128 Samplesnumpy: aobench: 2048 x 2048 - Total Timeencode-flac: WAV To FLACencode-mp3: WAV To MP3espeak: Text-To-Speech Synthesisperl-benchmark: Pod2htmlperl-benchmark: Interpreterrnnoise: openssl: RSA 4096-bit Performancesqlite-speedtest: Timed Time - Size 1,000gegl: Cropgegl: Reflectgegl: Color Enhancegegl: Rotate 90 Degreesgimp: rotategimp: auto-levelsgimp: unsharp-maskinkscape: SVG Files To PNGocrmypdf: Processing 60 Page PDF Documentoctave-benchmark: rsvg: SVG Files To PNGmnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3tnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1pybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonhint: FLOATphpbench: PHP Benchmark Suitetesseract-ocr: Time To OCR 7 Imagesgimp: rotategimp: auto-levelsgimp: unsharp-maskocrmypdf: Processing 60 Page PDF Documentoctave-benchmark: tesseract-ocr: Time To OCR 7 ImagesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 47.4419.1988.07344.278978.400.20316.03619.877153.35346.0486360555388511661212.401842882876219520.531.0715603.338966143.553754349.9691979.304269.78825.77262.532300.95254.957297.7461.122283330.00661400175.30563.9987.19879.57427.231522.034382.4948.5448.1349.702209.427849.61286.950125.042124.589599.90568.440112.955854.2953984.9713284.460132543.2342626.7829076.38416.6462697907.16016856935269.3759.9037.7746.04106.9861932.450.5098.93712.21292.95127.795216.139152002947531281194.72.505.6634445498151850231371.272.5333044.006527580.6796202428892197.3741018.851570.425801.2721714.256607.312121.56446.88124.47194.64829.235161.5600.568892720.0041748871.12695.5537.63747.76213.441297.290216.1083.6434.9764.298117.213339.02540.61471.54367.211325.66137.70065.299427.8861640.3741329.09157581.682.211623.4115343.64663.58105866488.04121124303121.65010.7240.4745.0595.5211971.730.5747.46410.25984.68823.155195.378140532848128292214.12.756.57412801107172155271591.533.0239684.385592728.8036952779745155.907924.107513.651731.5141568.723539.718101.35854.69103.72582.55224.405154.6960.473054170.0037010461.961114.3466.32940.61311.589257.795192.3903.1113.1003.116100.848294.32636.66262.18357.236283.98532.78456.044366.4911355.7361148.33547841.41.871362.8412738.13903.00126728792.94843149237102.83746.79214.488.5432.04214593.4454475572.2673.60730.6469.10857.1924781670271062087.116.820.821162722653414832510550120.0534.52133686.7856242234.742065972315043.98981.836160.926224.96133.725198.3047.58614.72313.85046.3650.206541210.0017868435.150601.1122.03914.41648.52593.32868.12147.956394.241414.350126634756329.173136.917.670.8683281064645.0702227.41728.05232.48251.93811.99834.699OpenBenchmarking.org

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 400Z440 vs Pi 41122334455SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.48, N = 15SE +/- 0.53, N = 47.449.9010.7246.79-pthread - MIN: 0.42 / MAX: 11.51-pthread - MIN: 1.3 / MAX: 17.85-pthread - MIN: 0.16 / MAX: 20.17MIN: 21.72 / MAX: 60.721. (CC) gcc options: -O2 -lm -lmpi
OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Write TestRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 41020304050Min: 7.3 / Avg: 7.44 / Max: 7.6Min: 9.73 / Avg: 9.9 / Max: 10.06Min: 9.47 / Avg: 10.72 / Max: 15.34Min: 45.92 / Avg: 46.79 / Max: 48.281. (CC) gcc options: -O2 -lm -lmpi

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Read TestRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 450100150200250SE +/- 0.15, N = 3SE +/- 0.50, N = 3SE +/- 0.07, N = 15SE +/- 7.49, N = 419.1937.7740.47214.48-pthread - MIN: 25.87 / MAX: 40.56-pthread - MIN: 1.51 / MAX: 42.28MIN: 82.64 / MAX: 270.331. (CC) gcc options: -O2 -lm -lmpi
MinAvgMaxRaspberry Pi 40029.731.833.6OpenBenchmarking.orgCelsius, Fewer Is BetterIOR 3.2.1System Temperature Monitor1020304050
OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Read TestRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 44080120160200Min: 18.89 / Avg: 19.19 / Max: 19.36Min: 36.77 / Avg: 37.77 / Max: 38.28Min: 39.91 / Avg: 40.47 / Max: 40.91Min: 194.8 / Avg: 214.48 / Max: 229.611. (CC) gcc options: -O2 -lm -lmpi

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 400Z440 vs Pi 420406080100SE +/- 0.68, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 1588.0746.0445.058.541. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
MinAvgMaxRaspberry Pi 40036.043.546.3OpenBenchmarking.orgCelsius, Fewer Is BetterCloverLeafSystem Temperature Monitor1224364860
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 420406080100Min: 86.72 / Avg: 88.07 / Max: 88.84Min: 45.97 / Avg: 46.04 / Max: 46.12Min: 44.89 / Avg: 45.05 / Max: 45.17Min: 7.83 / Avg: 8.54 / Max: 11.941. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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 400Z440 vs Pi 470140210280350SE +/- 7.02, N = 9SE +/- 0.60, N = 3SE +/- 0.37, N = 3SE +/- 0.26, N = 3344.28106.9995.5232.04
MinAvgMaxRaspberry Pi 40038.041.242.8OpenBenchmarking.orgCelsius, Fewer Is BetterDolfyn 0.527System Temperature Monitor1224364860
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 460120180240300Min: 330.71 / Avg: 344.28 / Max: 387.25Min: 106.29 / Avg: 106.99 / Max: 108.18Min: 94.82 / Avg: 95.52 / Max: 96.07Min: 31.77 / Avg: 32.04 / Max: 32.56

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 400Z440 vs Pi 43K6K9K12K15KSE +/- 3.63, N = 3SE +/- 9.41, N = 3SE +/- 5.72, N = 10SE +/- 102.10, N = 3978.401932.451971.7314593.451. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
MinAvgMaxRaspberry Pi 40037.539.742.4OpenBenchmarking.orgCelsius, Fewer Is BetterFFTE 7.0System Temperature Monitor1224364860
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 43K6K9K12K15KMin: 973.99 / Avg: 978.4 / Max: 985.59Min: 1913.75 / Avg: 1932.45 / Max: 1943.55Min: 1946.81 / Avg: 1971.73 / Max: 2009.46Min: 14433.38 / Avg: 14593.45 / Max: 14783.31. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

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
MinAvgMaxRaspberry Pi 40036.547.150.1OpenBenchmarking.orgCelsius, Fewer Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020System Temperature Monitor1428425670
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

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: DefaultRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 448121620SE +/- 0.014, N = 3SE +/- 0.022, N = 3SE +/- 0.008, N = 6SE +/- 0.041, N = 1216.0368.9377.4642.267-pthread-pthread-pthread-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -lpng16 -ljpeg
MinAvgMaxRaspberry Pi 40038.540.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature Monitor1224364860
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 448121620Min: 16.01 / Avg: 16.04 / Max: 16.05Min: 8.91 / Avg: 8.94 / Max: 8.98Min: 7.45 / Avg: 7.46 / Max: 7.5Min: 2 / Avg: 2.27 / Max: 2.441. (CC) gcc options: -fvisibility=hidden -O2 -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 400Z440 vs Pi 4510152025SE +/- 0.221, N = 15SE +/- 0.015, N = 3SE +/- 0.018, N = 5SE +/- 0.034, N = 319.87712.21210.2593.607-pthread-pthread-pthread-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -lpng16 -ljpeg
MinAvgMaxRaspberry Pi 40037.039.842.4OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature Monitor1224364860
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4510152025Min: 19.3 / Avg: 19.88 / Max: 22.24Min: 12.18 / Avg: 12.21 / Max: 12.23Min: 10.2 / Avg: 10.26 / Max: 10.3Min: 3.55 / Avg: 3.61 / Max: 3.671. (CC) gcc options: -fvisibility=hidden -O2 -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 400Z440 vs Pi 4306090120150SE +/- 0.06, N = 3SE +/- 0.42, N = 3SE +/- 0.78, N = 15SE +/- 0.31, N = 3153.3592.9584.6930.65-pthread-pthread-pthread-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -lpng16 -ljpeg
OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature MonitorRaspberry Pi 400918273645Min: 37 / Avg: 39.43 / Max: 41.9
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4306090120150Min: 153.28 / Avg: 153.35 / Max: 153.47Min: 92.25 / Avg: 92.95 / Max: 93.7Min: 82.12 / Avg: 84.69 / Max: 88.71Min: 30.24 / Avg: 30.65 / Max: 31.251. (CC) gcc options: -fvisibility=hidden -O2 -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 400Z440 vs Pi 41020304050SE +/- 0.107, N = 3SE +/- 0.053, N = 3SE +/- 0.061, N = 3SE +/- 0.026, N = 346.04827.79523.1559.108-pthread-pthread-pthread-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -lpng16 -ljpeg
MinAvgMaxRaspberry Pi 40037.039.240.4OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature Monitor1122334455
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 400Z440 vs Pi 4918273645Min: 45.93 / Avg: 46.05 / Max: 46.26Min: 27.73 / Avg: 27.79 / Max: 27.9Min: 23.04 / Avg: 23.15 / Max: 23.25Min: 9.06 / Avg: 9.11 / Max: 9.141. (CC) gcc options: -fvisibility=hidden -O2 -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 400Z440 vs Pi 450100150200250SE +/- 0.35, N = 3SE +/- 0.43, N = 3SE +/- 0.66, N = 15216.14195.3857.19-pthread-pthread-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -lpng16 -ljpeg
MinAvgMaxRaspberry Pi 40035.542.145.8OpenBenchmarking.orgCelsius, Fewer Is BetterWebP Image Encode 1.1System Temperature Monitor1224364860
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 44080120160200Min: 215.47 / Avg: 216.14 / Max: 216.63Min: 194.51 / Avg: 195.38 / Max: 195.83Min: 52.75 / Avg: 57.19 / Max: 61.641. (CC) gcc options: -fvisibility=hidden -O2 -lm -lpng16 -ljpeg

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 400Z440 vs Pi 414K28K42K56K70KSE +/- 188.80, N = 4SE +/- 155.86, N = 20SE +/- 96.20, N = 19SE +/- 51.08, N = 206360515200140534781
MinAvgMaxRaspberry Pi 40038.044.046.7OpenBenchmarking.orgCelsius, Fewer Is BetterDaCapo Benchmark 9.12-MR1System Temperature Monitor1428425670
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 411K22K33K44K55KMin: 63309 / Avg: 63604.75 / Max: 64151Min: 13891 / Avg: 15199.75 / Max: 16912Min: 13077 / Avg: 14052.95 / Max: 14952Min: 4461 / Avg: 4781 / Max: 5129

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 412K24K36K48K60KSE +/- 734.48, N = 4SE +/- 357.58, N = 20SE +/- 725.74, N = 16SE +/- 167.24, N = 165538829475284816702
MinAvgMaxRaspberry Pi 40038.943.145.8OpenBenchmarking.orgCelsius, Fewer Is BetterDaCapo Benchmark 9.12-MR1System Temperature Monitor1224364860
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 410K20K30K40K50KMin: 53360 / Avg: 55388 / Max: 56835Min: 28064 / Avg: 29474.75 / Max: 34300Min: 25477 / Avg: 28480.5 / Max: 35200Min: 6185 / Avg: 6702 / Max: 8649

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 411K22K33K44K55KSE +/- 674.14, N = 20SE +/- 707.29, N = 20SE +/- 756.57, N = 20SE +/- 443.78, N = 205116631281282927106
OpenBenchmarking.orgCelsius, Fewer Is BetterDaCapo Benchmark 9.12-MR1System Temperature MonitorRaspberry Pi 4001020304050Min: 38 / Avg: 44.02 / Max: 46.7
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 49K18K27K36K45KMin: 44609 / Avg: 51165.5 / Max: 56545Min: 26843 / Avg: 31281.4 / Max: 37839Min: 25197 / Avg: 28292.4 / Max: 36819Min: 6163 / Avg: 7105.95 / Max: 15296

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 400Z440 vs Pi 4400800120016002000SE +/- 0.30, N = 3SE +/- 1.95, N = 15SE +/- 17.50, N = 3121.0194.7214.12087.1-llzma -llz41. (CC) gcc options: -O3 -pthread -lz
MinAvgMaxRaspberry Pi 40036.039.043.8OpenBenchmarking.orgCelsius, Fewer Is BetterZstd Compression 1.4.5System Temperature Monitor1224364860
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4400800120016002000Min: 194.3 / Avg: 194.73 / Max: 195.3Min: 204.2 / Avg: 214.06 / Max: 224.9Min: 2059.1 / Avg: 2087.1 / Max: 2119.31. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Raspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 448121620SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.50, N = 92.502.7516.80-llzma -llz41. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgCelsius, Fewer Is BetterZstd Compression 1.4.5System Temperature MonitorRaspberry Pi 4001020304050Min: 35.5 / Avg: 44.71 / Max: 47.2
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Raspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 448121620Min: 2.47 / Avg: 2.5 / Max: 2.53Min: 2.69 / Avg: 2.75 / Max: 2.8Min: 14.8 / Avg: 16.83 / Max: 18.71. (CC) gcc options: -O3 -pthread -lz

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 400Z440 vs Pi 4510152025SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 52.405.666.5720.821. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
MinAvgMaxRaspberry Pi 40039.948.451.6OpenBenchmarking.orgCelsius, Fewer Is BetterLibRaw 0.20System Temperature Monitor1530456075
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4510152025Min: 2.39 / Avg: 2.4 / Max: 2.42Min: 5.65 / Avg: 5.66 / Max: 5.66Min: 6.56 / Avg: 6.57 / Max: 6.6Min: 19.98 / Avg: 20.82 / Max: 21.071. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

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 400Z440 vs Pi 4200K400K600K800K1000KSE +/- 1442.62, N = 25SE +/- 535.63, N = 5SE +/- 334.31, N = 8SE +/- 8561.54, N = 518428834445441280111627221. (CC) gcc options: -O3 -march=native
MinAvgMaxRaspberry Pi 40039.941.643.8OpenBenchmarking.orgCelsius, Fewer Is BetterTSCP 1.81System Temperature Monitor1224364860
OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4200K400K600K800K1000KMin: 159970 / Avg: 184288.4 / Max: 187084Min: 342950 / Avg: 344454.2 / Max: 345531Min: 411335 / Avg: 412801 / Max: 413807Min: 1140327 / Avg: 1162721.8 / Max: 11844681. (CC) gcc options: -O3 -march=native

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 400Z440 vs Pi 4140280420560700SE +/- 0.96, N = 15SE +/- 1.33, N = 15SE +/- 2.65, N = 32898107653-pthread-pthread-ljbig -lwebp -lwebpmux -ltiff -lXext -llzma -lzstd1. (CC) gcc options: -fopenmp -O2 -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread
MinAvgMaxRaspberry Pi 40038.541.545.3OpenBenchmarking.orgCelsius, Fewer Is BetterGraphicsMagick 1.3.33System Temperature Monitor1224364860
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4120240360480600Min: 92 / Avg: 98.2 / Max: 103Min: 99 / Avg: 107 / Max: 115Min: 648 / Avg: 653 / Max: 6571. (CC) gcc options: -fopenmp -O2 -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4918273645SE +/- 0.00, N = 37151741-pthread-pthread-pthread-ljbig -lwebp -lwebpmux -ltiff -lXext -llzma -lzstd1. (CC) gcc options: -fopenmp -O2 -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread
MinAvgMaxRaspberry Pi 40037.551.254.5OpenBenchmarking.orgCelsius, Fewer Is BetterGraphicsMagick 1.3.33System Temperature Monitor1530456075
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4918273645Min: 41 / Avg: 41 / Max: 411. (CC) gcc options: -fopenmp -O2 -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 400Z440 vs Pi 41122334455SE +/- 0.33, N = 36182148-pthread-pthread-pthread-ljbig -lwebp -lwebpmux -ltiff -lXext -llzma -lzstd1. (CC) gcc options: -fopenmp -O2 -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread
MinAvgMaxRaspberry Pi 40041.449.652.1OpenBenchmarking.orgCelsius, Fewer Is BetterGraphicsMagick 1.3.33System Temperature Monitor1530456075
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 41020304050Min: 47 / Avg: 47.67 / Max: 481. (CC) gcc options: -fopenmp -O2 -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 470140210280350SE +/- 2.95, N = 15215055325-pthread-pthread-pthread-ljbig -lwebp -lwebpmux -ltiff -lXext -llzma -lzstd1. (CC) gcc options: -fopenmp -O2 -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread
MinAvgMaxRaspberry Pi 40041.448.951.1OpenBenchmarking.orgCelsius, Fewer Is BetterGraphicsMagick 1.3.33System Temperature Monitor1530456075
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 460120180240300Min: 293 / Avg: 324.73 / Max: 3361. (CC) gcc options: -fopenmp -O2 -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 400Z440 vs Pi 420406080100SE +/- 0.13, N = 15SE +/- 0.33, N = 392327105-pthread-pthread-pthread-ljbig -lwebp -lwebpmux -ltiff -lXext -llzma -lzstd1. (CC) gcc options: -fopenmp -O2 -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread
MinAvgMaxRaspberry Pi 40041.451.654.5OpenBenchmarking.orgCelsius, Fewer Is BetterGraphicsMagick 1.3.33System Temperature Monitor1530456075
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 420406080100Min: 9 / Avg: 9.47 / Max: 10Min: 104 / Avg: 104.67 / Max: 1051. (CC) gcc options: -fopenmp -O2 -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 400Z440 vs Pi 4110220330440550SE +/- 0.33, N = 3SE +/- 3.93, N = 352137159501-pthread-pthread-pthread-ljbig -lwebp -lwebpmux -ltiff -lXext -llzma -lzstd1. (CC) gcc options: -fopenmp -O2 -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread
MinAvgMaxRaspberry Pi 40042.449.852.1OpenBenchmarking.orgCelsius, Fewer Is BetterGraphicsMagick 1.3.33System Temperature Monitor1530456075
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 490180270360450Min: 159 / Avg: 159.33 / Max: 160Min: 493 / Avg: 500.67 / Max: 5061. (CC) gcc options: -fopenmp -O2 -lfreetype -ljpeg -lSM -lICE -lX11 -lxml2 -lz -lm -lpthread

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: Very FastRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 150.531.271.5320.051. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
MinAvgMaxRaspberry Pi 40044.856.558.4OpenBenchmarking.orgCelsius, Fewer Is BetterKvazaar 2.0System Temperature Monitor1632486480
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 400Z440 vs Pi 4510152025Min: 0.53 / Avg: 0.53 / Max: 0.53Min: 1.27 / Avg: 1.27 / Max: 1.27Min: 1.52 / Avg: 1.53 / Max: 1.53Min: 18.47 / Avg: 20.05 / Max: 20.261. (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 400Z440 vs Pi 4816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 31.072.533.0234.521. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
MinAvgMaxRaspberry Pi 40044.855.457.0OpenBenchmarking.orgCelsius, Fewer Is BetterKvazaar 2.0System Temperature Monitor1632486480
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 400Z440 vs Pi 4714212835Min: 1.07 / Avg: 1.07 / Max: 1.07Min: 2.53 / Avg: 2.53 / Max: 2.54Min: 3.02 / Avg: 3.02 / Max: 3.02Min: 34.37 / Avg: 34.52 / Max: 34.671. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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 400Z440 vs Pi 430K60K90K120K150KSE +/- 8.94, N = 3SE +/- 60.73, N = 3SE +/- 27.31, N = 4SE +/- 1900.31, N = 1515603.3433044.0139684.39133686.791. (CC) gcc options: -O2 -lrt" -lrt
MinAvgMaxRaspberry Pi 40043.349.652.6OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0System Temperature Monitor1530456075
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 420K40K60K80K100KMin: 15586.44 / Avg: 15603.34 / Max: 15616.87Min: 32926.74 / Avg: 33044.01 / Max: 33130.04Min: 39618.22 / Avg: 39684.39 / Max: 39732.71Min: 114487.43 / Avg: 133686.79 / Max: 139502.441. (CC) gcc options: -O2 -lrt" -lrt

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 400Z440 vs Pi 45001000150020002500SE +/- 1.14, N = 14SE +/- 4.46, N = 3SE +/- 5.01, N = 3SE +/- 15.44, N = 3143.55580.68728.802234.74-mavx21. (CC) gcc options: -O3
MinAvgMaxRaspberry Pi 40041.944.346.3OpenBenchmarking.orgCelsius, Fewer Is BetterHimeno Benchmark 3.0System Temperature Monitor1224364860
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4400800120016002000Min: 132.82 / Avg: 143.55 / Max: 145.56Min: 575.63 / Avg: 580.68 / Max: 589.56Min: 722.81 / Avg: 728.8 / Max: 738.75Min: 2206.64 / Avg: 2234.74 / Max: 2259.881. (CC) gcc options: -O3

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 400Z440 vs Pi 42M4M6M8M10MSE +/- 30395.47, N = 3SE +/- 25680.11, N = 3SE +/- 50012.28, N = 3242889227797459723150
OpenBenchmarking.orgCelsius, Fewer Is BetterasmFish 2018-07-23System Temperature MonitorRaspberry Pi 4001122334455Min: 39.4 / Avg: 52.09 / Max: 54
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 42M4M6M8M10MMin: 2368176 / Avg: 2428892.33 / Max: 2461858Min: 2743982 / Avg: 2779745.33 / Max: 2829551Min: 9657613 / Avg: 9723149.67 / Max: 9821358

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 400Z440 vs Pi 480160240320400SE +/- 0.74, N = 3SE +/- 1.23, N = 3SE +/- 0.95, N = 3SE +/- 0.45, N = 3349.97197.37155.9143.99
MinAvgMaxRaspberry Pi 40041.445.849.2OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Apache Compilation 2.4.41System Temperature Monitor1428425670
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 460120180240300Min: 348.85 / Avg: 349.97 / Max: 351.37Min: 195.58 / Avg: 197.37 / Max: 199.74Min: 154.38 / Avg: 155.91 / Max: 157.66Min: 43.29 / Avg: 43.99 / Max: 44.83

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 4002004006008001000SE +/- 11.83, N = 6SE +/- 5.96, N = 31018.85924.11
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1System Temperature MonitorRaspberry Pi 4001020304050Min: 38.9 / Avg: 45.43 / Max: 48.2
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileRaspberry Pi 4 Model BRaspberry Pi 4002004006008001000Min: 995.71 / Avg: 1018.85 / Max: 1069.19Min: 915.98 / Avg: 924.11 / Max: 935.73

Time To Compile

Z440 vs Pi 4: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ../gnulib/import/unistd.h:1929:1: error: '_GL_INLINE_HEADER_END' does not name a type

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 400Z440 vs Pi 4120240360480600SE +/- 5.30, N = 3SE +/- 2.14, N = 3SE +/- 0.23, N = 3570.43513.6581.84
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed ImageMagick Compilation 6.9.0System Temperature MonitorRaspberry Pi 4001020304050Min: 37.5 / Avg: 45.5 / Max: 48.7
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To CompileRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4100200300400500Min: 563.95 / Avg: 570.43 / Max: 580.93Min: 509.78 / Avg: 513.65 / Max: 517.16Min: 81.45 / Avg: 81.84 / Max: 82.24

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 400Z440 vs Pi 42004006008001000SE +/- 2.49, N = 3SE +/- 3.63, N = 3SE +/- 0.20, N = 3801.27731.51160.93
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed PHP Compilation 7.4.2System Temperature MonitorRaspberry Pi 4001020304050Min: 37 / Avg: 45.05 / Max: 48.7
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4140280420560700Min: 797.62 / Avg: 801.27 / Max: 806.02Min: 724.48 / Avg: 731.51 / Max: 736.59Min: 160.56 / Avg: 160.93 / Max: 161.23

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.orgCelsius, Fewer Is BetterBuild2 0.12System Temperature MonitorRaspberry Pi 4001020304050Min: 37.5 / Avg: 45.48 / Max: 49.7
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

Time To Compile

Z440 vs Pi 4: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: collect2: error: ld returned 1 exit status

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 400Z440 vs Pi 4400800120016002000SE +/- 1.40, N = 3SE +/- 4.00, N = 3SE +/- 17.31, N = 9SE +/- 0.34, N = 31979.30607.31539.72224.961. (CC) gcc options: -lm -lpthread -O3
OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 1.1System Temperature MonitorRaspberry Pi 4001122334455Min: 38.5 / Avg: 55.58 / Max: 57.9
OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 430060090012001500Min: 1976.75 / Avg: 1979.3 / Max: 1981.59Min: 599.5 / Avg: 607.31 / Max: 612.74Min: 499.18 / Avg: 539.72 / Max: 615.95Min: 224.31 / Avg: 224.96 / Max: 225.431. (CC) gcc options: -lm -lpthread -O3

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 400Z440 vs Pi 460120180240300SE +/- 0.38, N = 3SE +/- 0.27, N = 3SE +/- 0.33, N = 3SE +/- 0.11, N = 3269.79121.56101.3633.731. (CXX) g++ options: -fopenmp -O3
MinAvgMaxRaspberry Pi 40043.852.354.0OpenBenchmarking.orgCelsius, Fewer Is BetterSmallpt 1.0System Temperature Monitor1530456075
OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 450100150200250Min: 269.16 / Avg: 269.79 / Max: 270.47Min: 121.21 / Avg: 121.56 / Max: 122.1Min: 100.99 / Avg: 101.36 / Max: 102.01Min: 33.57 / Avg: 33.73 / Max: 33.951. (CXX) g++ options: -fopenmp -O3

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 400Z440 vs Pi 44080120160200SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 1.97, N = 925.7746.8854.69198.30
OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkSystem Temperature MonitorRaspberry Pi 400918273645Min: 37 / Avg: 39.74 / Max: 45.8
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 44080120160200Min: 25.49 / Avg: 25.77 / Max: 25.95Min: 46.66 / Avg: 46.88 / Max: 47.03Min: 54.56 / Avg: 54.69 / Max: 54.81Min: 194.2 / Avg: 198.3 / Max: 213.5

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 400Z440 vs Pi 460120180240300SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3262.53124.47103.7347.591. (CC) gcc options: -lm -O3
MinAvgMaxRaspberry Pi 40036.038.940.4OpenBenchmarking.orgCelsius, Fewer Is BetterAOBenchSystem Temperature Monitor1122334455
OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 450100150200250Min: 262.42 / Avg: 262.53 / Max: 262.6Min: 124.44 / Avg: 124.47 / Max: 124.53Min: 103.61 / Avg: 103.72 / Max: 103.89Min: 47.49 / Avg: 47.59 / Max: 47.761. (CC) gcc options: -lm -O3

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 400Z440 vs Pi 470140210280350SE +/- 1.86, N = 5SE +/- 0.97, N = 5SE +/- 0.97, N = 6SE +/- 0.08, N = 21300.9594.6582.5514.721. (CXX) g++ options: -O2 -fvisibility=hidden -lm
MinAvgMaxRaspberry Pi 40036.039.041.4OpenBenchmarking.orgCelsius, Fewer Is BetterFLAC Audio Encoding 1.3.2System Temperature Monitor1122334455
OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 450100150200250Min: 295.81 / Avg: 300.95 / Max: 306.57Min: 92.01 / Avg: 94.65 / Max: 97.83Min: 78.57 / Avg: 82.55 / Max: 84.83Min: 14 / Avg: 14.72 / Max: 15.881. (CXX) g++ options: -O2 -fvisibility=hidden -lm

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 400Z440 vs Pi 41224364860SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 354.9629.2424.4113.85-lncurses1. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm
MinAvgMaxRaspberry Pi 40036.038.840.9OpenBenchmarking.orgCelsius, Fewer Is BetterLAME MP3 Encoding 3.100System Temperature Monitor1122334455
OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 41122334455Min: 54.9 / Avg: 54.96 / Max: 55.01Min: 29.19 / Avg: 29.24 / Max: 29.27Min: 24.33 / Avg: 24.4 / Max: 24.48Min: 13.71 / Avg: 13.85 / Max: 13.981. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm

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 400Z440 vs Pi 460120180240300SE +/- 3.24, N = 4SE +/- 2.47, N = 16SE +/- 1.34, N = 4SE +/- 0.41, N = 4297.75161.56154.7046.371. (CC) gcc options: -O2 -std=c99
MinAvgMaxRaspberry Pi 40035.538.040.4OpenBenchmarking.orgCelsius, Fewer Is BettereSpeak-NG Speech Engine 20200907System Temperature Monitor1122334455
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 450100150200250Min: 290.71 / Avg: 297.75 / Max: 303.95Min: 149.09 / Avg: 161.56 / Max: 190.15Min: 151.94 / Avg: 154.7 / Max: 158.2Min: 45.46 / Avg: 46.37 / Max: 47.181. (CC) gcc options: -O2 -std=c99

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 400Z440 vs Pi 40.25250.5050.75751.011.2625SE +/- 0.00515830, N = 3SE +/- 0.00332735, N = 3SE +/- 0.00044220, N = 3SE +/- 0.00181224, N = 151.122283330.568892720.473054170.20654121
MinAvgMaxRaspberry Pi 40035.138.740.4OpenBenchmarking.orgCelsius, Fewer Is BetterPerl BenchmarksSystem Temperature Monitor1122334455
OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Pod2htmlRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4246810Min: 1.11 / Avg: 1.12 / Max: 1.13Min: 0.57 / Avg: 0.57 / Max: 0.58Min: 0.47 / Avg: 0.47 / Max: 0.47Min: 0.2 / Avg: 0.21 / Max: 0.22

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 40.00150.0030.00450.0060.0075SE +/- 0.00002841, N = 3SE +/- 0.00001265, N = 3SE +/- 0.00000910, N = 3SE +/- 0.00005166, N = 150.006614000.004174880.003701040.00178684
MinAvgMaxRaspberry Pi 40035.538.139.9OpenBenchmarking.orgCelsius, Fewer Is BetterPerl BenchmarksSystem Temperature Monitor1122334455
OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 412345Min: 0.01 / Avg: 0.01 / Max: 0.01Min: 0 / Avg: 0 / Max: 0Min: 0 / Avg: 0 / Max: 0Min: 0 / Avg: 0 / Max: 0

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 400Z440 vs Pi 44080120160200SE +/- 1.48, N = 3SE +/- 0.63, N = 13SE +/- 0.63, N = 15SE +/- 0.37, N = 3175.3171.1361.9635.151. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
MinAvgMaxRaspberry Pi 40035.140.042.4OpenBenchmarking.orgCelsius, Fewer Is BetterRNNoise 2020-06-28System Temperature Monitor1224364860
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4306090120150Min: 172.79 / Avg: 175.31 / Max: 177.91Min: 68.63 / Avg: 71.13 / Max: 77.45Min: 59.23 / Avg: 61.96 / Max: 66.29Min: 34.57 / Avg: 35.15 / Max: 35.841. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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 400Z440 vs Pi 4130260390520650SE +/- 0.45, N = 15SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 9.84, N = 1563.995.5114.3601.1-m641. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
MinAvgMaxRaspberry Pi 40036.043.545.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenSSL 1.1.1System Temperature Monitor1224364860
OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4110220330440550Min: 62.9 / Avg: 63.9 / Max: 69.8Min: 95.2 / Avg: 95.53 / Max: 95.8Min: 114.1 / Avg: 114.3 / Max: 114.5Min: 534.7 / Avg: 601.09 / Max: 644.41. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

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 400Z440 vs Pi 42004006008001000SE +/- 12.62, N = 3SE +/- 6.08, N = 7SE +/- 6.92, N = 3SE +/- 0.95, N = 3987.20537.64466.33122.04-ldl -lpthread-ldl -lpthread-ldl -lpthread1. (CC) gcc options: -O2 -lz
MinAvgMaxRaspberry Pi 40035.138.841.4OpenBenchmarking.orgCelsius, Fewer Is BetterSQLite Speedtest 3.30System Temperature Monitor1122334455
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 42004006008001000Min: 966.87 / Avg: 987.2 / Max: 1010.31Min: 515.94 / Avg: 537.64 / Max: 561.65Min: 456.17 / Avg: 466.33 / Max: 479.54Min: 120.57 / Avg: 122.04 / Max: 123.811. (CC) gcc options: -O2 -lz

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: CropRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 420406080100SE +/- 0.98, N = 3SE +/- 0.50, N = 3SE +/- 0.54, N = 3SE +/- 0.10, N = 1579.5747.7640.6114.42
MinAvgMaxRaspberry Pi 40035.539.341.9OpenBenchmarking.orgCelsius, Fewer Is BetterGEGLSystem Temperature Monitor1224364860
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 41530456075Min: 78.52 / Avg: 79.57 / Max: 81.52Min: 47.23 / Avg: 47.76 / Max: 48.77Min: 39.78 / Avg: 40.61 / Max: 41.63Min: 13.97 / Avg: 14.42 / Max: 15.4

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 41122334455SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 4SE +/- 0.43, N = 727.2313.4411.5948.53
MinAvgMaxRaspberry Pi 40036.038.840.9OpenBenchmarking.orgCelsius, Fewer Is BetterGEGLSystem Temperature Monitor1122334455
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 41020304050Min: 27.06 / Avg: 27.23 / Max: 27.48Min: 13.41 / Avg: 13.44 / Max: 13.48Min: 11.56 / Avg: 11.59 / Max: 11.65Min: 46.27 / Avg: 48.53 / Max: 49.79

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4110220330440550SE +/- 2.78, N = 3SE +/- 4.46, N = 3SE +/- 0.49, N = 3SE +/- 0.98, N = 15522.03297.29257.8093.33
MinAvgMaxRaspberry Pi 40036.038.740.9OpenBenchmarking.orgCelsius, Fewer Is BetterGEGLSystem Temperature Monitor1122334455
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 490180270360450Min: 518.82 / Avg: 522.03 / Max: 527.58Min: 291.35 / Avg: 297.29 / Max: 306.02Min: 257.04 / Avg: 257.79 / Max: 258.72Min: 87.98 / Avg: 93.33 / Max: 101.95

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 480160240320400SE +/- 0.76, N = 3SE +/- 1.16, N = 3SE +/- 0.34, N = 3SE +/- 0.90, N = 3382.49216.11192.3968.12
MinAvgMaxRaspberry Pi 40035.539.742.8OpenBenchmarking.orgCelsius, Fewer Is BetterGEGLSystem Temperature Monitor1224364860
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 470140210280350Min: 381.4 / Avg: 382.49 / Max: 383.96Min: 214.5 / Avg: 216.11 / Max: 218.36Min: 191.76 / Avg: 192.39 / Max: 192.95Min: 66.43 / Avg: 68.12 / Max: 69.5

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

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
MinAvgMaxRaspberry Pi 40035.537.739.4OpenBenchmarking.orgCelsius, Fewer Is BetterGIMP 2.10.8System Temperature Monitor1122334455
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: 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
MinAvgMaxRaspberry Pi 40034.637.639.4OpenBenchmarking.orgCelsius, Fewer Is BetterGIMP 2.10.8System Temperature Monitor1122334455
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

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)
MinAvgMaxRaspberry Pi 40035.538.940.4OpenBenchmarking.orgCelsius, Fewer Is BetterInkscapeSystem Temperature Monitor1122334455
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)

Operation: SVG Files To PNG

Z440 vs Pi 4: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

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.orgCelsius, Fewer Is BetterOCRMyPDF 8.0.1+dfsgSystem Temperature MonitorRaspberry Pi 4001224364860Min: 35.5 / Avg: 51.62 / Max: 59.4
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

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

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 400Z440 vs Pi 4306090120150SE +/- 1.51, N = 12SE +/- 0.39, N = 3SE +/- 0.70, N = 3SE +/- 0.50, N = 15125.0471.5462.1847.961. Raspberry Pi 3 Model B: rsvg-convert version 2.44.102. Raspberry Pi 4 Model B: rsvg-convert version 2.44.103. Raspberry Pi 400: rsvg-convert version 2.44.104. Z440 vs Pi 4: rsvg-convert version 2.52.5
MinAvgMaxRaspberry Pi 40040.442.744.8OpenBenchmarking.orgCelsius, Fewer Is BetterlibrsvgSystem Temperature Monitor1224364860
OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 420406080100Min: 122.23 / Avg: 125.04 / Max: 140.78Min: 71.13 / Avg: 71.54 / Max: 72.32Min: 61.4 / Avg: 62.18 / Max: 63.58Min: 43.24 / Avg: 47.96 / Max: 52.021. Raspberry Pi 3 Model B: rsvg-convert version 2.44.102. Raspberry Pi 4 Model B: rsvg-convert version 2.44.103. Raspberry Pi 400: rsvg-convert version 2.44.104. Z440 vs Pi 4: rsvg-convert version 2.52.5

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

Model: SqueezeNetV1.0

Z440 vs Pi 4: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./mnn: 3: ./benchmark.out: not found

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

Model: resnet-v2-50

Z440 vs Pi 4: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./mnn: 3: ./benchmark.out: not found

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

Model: MobileNetV2_224

Z440 vs Pi 4: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./mnn: 3: ./benchmark.out: not found

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

Model: mobilenet-v1-1.0

Z440 vs Pi 4: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./mnn: 3: ./benchmark.out: not found

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.orgCelsius, Fewer Is BetterMobile Neural Network 2020-09-17System Temperature MonitorRaspberry Pi 4001122334455Min: 38.5 / Avg: 50.9 / Max: 53.1
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

Model: inception-v3

Z440 vs Pi 4: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./mnn: 3: ./benchmark.out: not found

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 400Z440 vs Pi 49001800270036004500SE +/- 57.64, N = 4SE +/- 9.38, N = 3SE +/- 4.36, N = 3SE +/- 3.70, N = 33984.971640.371355.74394.24MIN: 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
MinAvgMaxRaspberry Pi 40039.943.244.8OpenBenchmarking.orgCelsius, Fewer Is BetterTNN 0.2.3System Temperature Monitor1224364860
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 47001400210028003500Min: 3916.77 / Avg: 3984.97 / Max: 4157.47Min: 1621.62 / Avg: 1640.37 / Max: 1650.12Min: 1347.65 / Avg: 1355.74 / Max: 1362.59Min: 390.21 / Avg: 394.24 / Max: 401.631. (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 400Z440 vs Pi 47001400210028003500SE +/- 23.14, N = 3SE +/- 7.78, N = 3SE +/- 4.59, N = 3SE +/- 2.88, N = 33284.461329.091148.34414.35MIN: 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
MinAvgMaxRaspberry Pi 40038.942.043.8OpenBenchmarking.orgCelsius, Fewer Is BetterTNN 0.2.3System Temperature Monitor1224364860
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 46001200180024003000Min: 3258.62 / Avg: 3284.46 / Max: 3330.63Min: 1313.66 / Avg: 1329.09 / Max: 1338.46Min: 1142.68 / Avg: 1148.34 / Max: 1157.43Min: 408.63 / Avg: 414.35 / Max: 417.841. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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 400Z440 vs Pi 43K6K9K12K15KSE +/- 5.55, N = 3SE +/- 30.02, N = 3SE +/- 10.87, N = 3SE +/- 1.15, N = 313254575847841266
MinAvgMaxRaspberry Pi 40037.041.543.8OpenBenchmarking.orgCelsius, Fewer Is BetterPyBench 2018-02-16System Temperature Monitor1224364860
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 42K4K6K8K10KMin: 13244 / Avg: 13254.33 / Max: 13263Min: 5700 / Avg: 5757.67 / Max: 5801Min: 4772 / Avg: 4784.33 / Max: 4806Min: 1264 / Avg: 1266 / Max: 1268

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 400Z440 vs Pi 480160240320400SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 4.06, N = 33.231.681.40347.00
MinAvgMaxRaspberry Pi 40037.540.542.4OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0System Temperature Monitor1224364860
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 460120180240300Min: 3.23 / Avg: 3.23 / Max: 3.23Min: 1.68 / Avg: 1.68 / Max: 1.68Min: 1.4 / Avg: 1.4 / Max: 1.4Min: 340 / Avg: 347.33 / Max: 354

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4120240360480600SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 4.91, N = 34.002.211.87563.00
MinAvgMaxRaspberry Pi 40037.039.942.4OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0System Temperature Monitor1224364860
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Raspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4100200300400500Min: 2.21 / Avg: 2.21 / Max: 2.21Min: 1.87 / Avg: 1.87 / Max: 1.87Min: 554 / Avg: 562.67 / Max: 571

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 460120180240300SE +/- 0.28, N = 3262.0162.0136.029.1
MinAvgMaxRaspberry Pi 40036.039.040.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0System Temperature Monitor1122334455
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 450100150200250Min: 28.5 / Avg: 29.07 / Max: 29.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4160320480640800SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 3.06, N = 36.783.412.84731.00
OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0System Temperature MonitorRaspberry Pi 400918273645Min: 35.5 / Avg: 40.26 / Max: 42.4
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4130260390520650Min: 6.77 / Avg: 6.78 / Max: 6.79Min: 3.41 / Avg: 3.41 / Max: 3.41Min: 2.84 / Avg: 2.84 / Max: 2.84Min: 727 / Avg: 731 / Max: 737

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 460120180240300SE +/- 0.58, N = 3SE +/- 0.12, N = 3290.0153.0127.036.9
MinAvgMaxRaspberry Pi 40036.539.541.4OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0System Temperature Monitor1122334455
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 450100150200250Min: 289 / Avg: 290 / Max: 291Min: 36.7 / Avg: 36.9 / Max: 37.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 420406080100SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.52, N = 1276.343.638.117.6
MinAvgMaxRaspberry Pi 40036.539.441.4OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0System Temperature Monitor1122334455
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 41530456075Min: 76.3 / Avg: 76.33 / Max: 76.4Min: 43.6 / Avg: 43.6 / Max: 43.6Min: 38 / Avg: 38.07 / Max: 38.1Min: 12.8 / Avg: 17.62 / Max: 19.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateRaspberry Pi 3 Model BRaspberry Pi 4 Model BRaspberry Pi 400Z440 vs Pi 4200400600800