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 3.10.4: Python 3.10.4- Python 3.11b: Python 3.11.0b1- Python 3.9.13: Python 3.9.13- Python 3.8.13: Python 3.8.13- 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 3.10.4Python 3.11bPython 3.9.13Python 3.8.13Result OverviewPhoronix Test Suite100%123%146%168%191%PyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyBenchPyPerformancePyPerformancegoraytracechaosfloatcrypto_pyaespickle_pure_pythondjango_templatenbodyregex_compile2to3json_loadsT.F.A.T.Tpython_startuppathlib

Python 3.11 Benchmarks Betapyperformance: gopyperformance: raytracepyperformance: chaospyperformance: floatpyperformance: crypto_pyaespyperformance: pickle_pure_pythonpyperformance: django_templatepyperformance: nbodypyperformance: regex_compilepyperformance: 2to3pyperformance: json_loadspybench: Total For Average Test Timespyperformance: python_startuppyperformance: pathlibPython 3.10.4Python 3.11bPython 3.9.13Python 3.8.1317937087.279.884.035035.7100.113724218.88406.1814.210222252.252.152.722525.667.110118316.97125.4612.919539190.087.586.935138.599.613524317.98266.2913.819539090.788.386.535839.295.013524120.28276.3614.3OpenBenchmarking.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: goPython 3.8.13Python 3.9.13Python 3.11bPython 3.10.44080120160200SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3195195102179

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePython 3.8.13Python 3.9.13Python 3.11bPython 3.10.480160240320400SE +/- 0.33, N = 3SE +/- 1.53, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3390391222370

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPython 3.8.13Python 3.9.13Python 3.11bPython 3.10.420406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 390.790.052.287.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatPython 3.8.13Python 3.9.13Python 3.11bPython 3.10.420406080100SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 388.387.552.179.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesPython 3.8.13Python 3.9.13Python 3.11bPython 3.10.420406080100SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 386.586.952.784.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPython 3.8.13Python 3.9.13Python 3.11bPython 3.10.480160240320400SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.88, N = 3358351225350

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatePython 3.8.13Python 3.9.13Python 3.11bPython 3.10.4918273645SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 339.238.525.635.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyPython 3.8.13Python 3.9.13Python 3.11bPython 3.10.420406080100SE +/- 0.35, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3SE +/- 0.49, N = 395.099.667.1100.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilePython 3.8.13Python 3.9.13Python 3.11bPython 3.10.4306090120150SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3135135101137

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Python 3.8.13Python 3.9.13Python 3.11bPython 3.10.450100150200250SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3241243183242

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsPython 3.8.13Python 3.9.13Python 3.11bPython 3.10.4510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 320.217.916.918.8

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 3.8.13Python 3.9.13Python 3.11bPython 3.10.42004006008001000SE +/- 5.57, N = 3SE +/- 3.18, N = 3SE +/- 1.76, N = 3SE +/- 4.63, N = 3827826712840

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 3.8.13Python 3.9.13Python 3.11bPython 3.10.4246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.366.295.466.18

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibPython 3.8.13Python 3.9.13Python 3.11bPython 3.10.448121620SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 314.313.812.914.2

14 Results Shown

PyPerformance:
  go
  raytrace
  chaos
  float
  crypto_pyaes
  pickle_pure_python
  django_template
  nbody
  regex_compile
  2to3
  json_loads
PyBench
PyPerformance:
  python_startup
  pathlib