Python 3.11 Benchmarks Beta

Python 3.11 (beta) benchmarks by Michael Larabel. More Python 3.11 benchmarks to come on Phoronix.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2205310-PTS-PYTHON3127
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Identifier
Performance Per
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Date
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  Test
  Duration
Python 3.8.13
May 31 2022
  27 Minutes
Python 3.9.13
May 30 2022
  28 Minutes
Python 3.10.4
May 30 2022
  27 Minutes
Python 3.11b
May 30 2022
  23 Minutes
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  26 Minutes

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Python 3.11 Benchmarks BetaOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS)AMD Starship/Matisse32GB1000GB Sabrent Rocket 4.0 PlusAMD Radeon RX 6800 16GB (2475/1000MHz)AMD Navi 21 HDMI AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 22.045.18.0-051800-generic (x86_64)GNOME Shell 42.0X Server + Wayland4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.46)1.2.204GCC 11.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionPython 3.11 Benchmarks Beta PerformanceSystem Logs- Transparent Huge Pages: madvise- --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-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/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 - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016 - Python 3.8.13: Python 3.8.13- Python 3.9.13: Python 3.9.13- Python 3.10.4: Python 3.10.4- Python 3.11b: Python 3.11.0b1- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Python 3.8.13Python 3.9.13Python 3.10.4Python 3.11bResult OverviewPhoronix Test Suite100%123%146%168%191%PyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyBenchPyPerformancePyPerformancegoraytracechaosfloatcrypto_pyaespickle_pure_pythondjango_templatenbodyregex_compile2to3json_loadsT.F.A.T.Tpython_startuppathlib

Python 3.11 Benchmarks Betapyperformance: python_startuppyperformance: raytracepyperformance: gopyperformance: 2to3pyperformance: nbodypyperformance: django_templatepyperformance: chaospyperformance: json_loadspyperformance: regex_compilepyperformance: crypto_pyaespyperformance: floatpyperformance: pathlibpyperformance: pickle_pure_pythonpybench: Total For Average Test TimesPython 3.8.13Python 3.9.13Python 3.10.4Python 3.11b6.3639019524195.039.290.720.213586.588.314.33588276.2939119524399.638.590.017.913586.987.513.83518266.18370179242100.135.787.218.813784.079.814.23508405.4622210218367.125.652.216.910152.752.112.9225712OpenBenchmarking.org

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_startupPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.13246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.185.466.366.29

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePython 3.10.4Python 3.11bPython 3.8.13Python 3.9.1380160240320400SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.53, N = 3370222390391

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.134080120160200SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3179102195195

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Python 3.10.4Python 3.11bPython 3.8.13Python 3.9.1350100150200250SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3242183241243

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.1320406080100SE +/- 0.49, N = 3SE +/- 0.29, N = 3SE +/- 0.35, N = 3SE +/- 0.20, N = 3100.167.195.099.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatePython 3.10.4Python 3.11bPython 3.8.13Python 3.9.13918273645SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 335.725.639.238.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.1320406080100SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 387.252.290.790.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.13510152025SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 318.816.920.217.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilePython 3.10.4Python 3.11bPython 3.8.13Python 3.9.13306090120150SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3137101135135

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.1320406080100SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 384.052.786.586.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.1320406080100SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 379.852.188.387.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.1348121620SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 314.212.914.313.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.1380160240320400SE +/- 0.88, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3350225358351

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 TimesPython 3.10.4Python 3.11bPython 3.8.13Python 3.9.132004006008001000SE +/- 4.63, N = 3SE +/- 1.76, N = 3SE +/- 5.57, N = 3SE +/- 3.18, N = 3840712827826