Python 3.11 Benchmarks

Python 3.11 benchmarks by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2210257-NE-PYTHON31168
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Python 3.8.15
October 25 2022
  37 Minutes
Python 3.9.15
October 25 2022
  38 Minutes
Python 3.10.6
October 25 2022
  38 Minutes
Python 3.11.0
October 25 2022
  38 Minutes
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Python 3.8.15

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.8.15 + Python 3.10.7
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Python 3.9.15

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.9.15
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Python 3.10.6

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.10.8
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Python 3.11.0

Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 500GB Western Digital WDS500G3X0C-00SJG0 + 32GB Flash Drive, Graphics: Intel DG2 [Arc A380], Audio: Intel Device 4f92, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

OS: Ubuntu 22.10, Kernel: 5.19.0-23-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, OpenGL: 4.5 Mesa 22.2.1 (LLVM 15.0.2 256 bits), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 3840x2160

Python 3.11 BenchmarksOpenBenchmarking.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/Matisse32GB500GB Western Digital WDS500G3X0C-00SJG0 + 32GB Flash DriveIntel DG2 [Arc A380]Intel Device 4f92Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 22.105.19.0-23-generic (x86_64)GNOME Shell 43.0X Server 1.21.1.44.5 Mesa 22.2.1 (LLVM 15.0.2 256 bits)1.3.224GCC 12.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionPython 3.11 Benchmarks PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 3.8.15: Python 3.8.15 + Python 3.10.7- Python 3.9.15: Python 3.9.15- Python 3.10.6: Python 3.10.8- Python 3.11.0: Python 3.10.8- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Python 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0Result OverviewPhoronix Test Suite100%120%140%160%181%PyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancegofloatchaosraytracecrypto_pyaespickle_pure_pythonnbodydjango_templatelogging2to3xml_etreeregex_compiletornado_httpsqlalchemy_declarativeregex_v8python_startuppathlibjson_loadspidigits

Python 3.11 Benchmarkspyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: loggingpyperformance: pathlibpyperformance: pidigitspyperformance: raytracepyperformance: regex_v8pyperformance: xml_etreepyperformance: json_loadspyperformance: crypto_pyaespyperformance: tornado_httppyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonpyperformance: sqlalchemy_declarativePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.017123278.271.996.45.6813.212732717.250.216.976.91011235.9831.530710518622879.283.294.35.6513.312835117.750.217.678.51071266.1235.032310916722276.273.395.45.5913.512933618.451.618.076.61061246.0031.530510610317447.649.864.34.2212.412621115.638.816.949.781.495.05.2723.921386.9OpenBenchmarking.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 3.8.15Python 3.9.15Python 3.10.6Python 3.11.04080120160200SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3171186167103
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0306090120150Min: 170 / Avg: 171 / Max: 172Min: 185 / Avg: 186 / Max: 187Min: 166 / Avg: 166.67 / Max: 167Min: 102 / Avg: 102.67 / Max: 103

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Python 3.8.15Python 3.9.15Python 3.10.6Python 3.11.050100150200250SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3232228222174
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Python 3.8.15Python 3.9.15Python 3.10.6Python 3.11.04080120160200Min: 232 / Avg: 232 / Max: 232Min: 228 / Avg: 228 / Max: 228Min: 221 / Avg: 221.67 / Max: 222Min: 173 / Avg: 174 / Max: 175

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100SE +/- 0.29, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 378.279.276.247.6
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.01530456075Min: 77.7 / Avg: 78.23 / Max: 78.7Min: 79.1 / Avg: 79.23 / Max: 79.4Min: 76 / Avg: 76.17 / Max: 76.3Min: 47.4 / Avg: 47.57 / Max: 47.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100SE +/- 0.06, N = 3SE +/- 0.22, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 371.983.273.349.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.01632486480Min: 71.8 / Avg: 71.9 / Max: 72Min: 82.8 / Avg: 83.23 / Max: 83.5Min: 73.2 / Avg: 73.27 / Max: 73.4Min: 49.8 / Avg: 49.83 / Max: 49.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100SE +/- 0.22, N = 3SE +/- 0.30, N = 3SE +/- 0.49, N = 3SE +/- 0.09, N = 396.494.395.464.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100Min: 96.1 / Avg: 96.37 / Max: 96.8Min: 93.9 / Avg: 94.33 / Max: 94.9Min: 94.8 / Avg: 95.43 / Max: 96.4Min: 64.1 / Avg: 64.27 / Max: 64.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: loggingPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.01.2782.5563.8345.1126.39SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.685.655.594.22
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: loggingPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0246810Min: 5.65 / Avg: 5.68 / Max: 5.72Min: 5.64 / Avg: 5.65 / Max: 5.66Min: 5.58 / Avg: 5.59 / Max: 5.59Min: 4.22 / Avg: 4.22 / Max: 4.23

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.03691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 313.213.313.512.4
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.048121620Min: 13.1 / Avg: 13.17 / Max: 13.2Min: 13.3 / Avg: 13.33 / Max: 13.4Min: 13.4 / Avg: 13.47 / Max: 13.5Min: 12.4 / Avg: 12.43 / Max: 12.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pidigitsPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0306090120150SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3127128129126
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pidigitsPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100Min: 127 / Avg: 127 / Max: 127Min: 128 / Avg: 128.33 / Max: 129Min: 128 / Avg: 128.67 / Max: 129Min: 125 / Avg: 125.67 / Max: 126

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.080160240320400SE +/- 0.88, N = 3SE +/- 1.53, N = 3SE +/- 0.88, N = 3SE +/- 0.00, N = 3327351336211
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.060120180240300Min: 326 / Avg: 327.33 / Max: 329Min: 349 / Avg: 351 / Max: 354Min: 334 / Avg: 335.67 / Max: 337Min: 211 / Avg: 211 / Max: 211

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_v8Python 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 317.217.718.415.6
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_v8Python 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0510152025Min: 17.2 / Avg: 17.23 / Max: 17.3Min: 17.6 / Avg: 17.67 / Max: 17.7Min: 18.4 / Avg: 18.43 / Max: 18.5Min: 15.5 / Avg: 15.57 / Max: 15.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: xml_etreePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.01224364860SE +/- 0.15, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 350.250.251.638.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: xml_etreePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.01020304050Min: 49.9 / Avg: 50.2 / Max: 50.4Min: 49.9 / Avg: 50.2 / Max: 50.6Min: 51.3 / Avg: 51.57 / Max: 51.9Min: 38.7 / Avg: 38.8 / Max: 39

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.048121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 316.917.618.016.9
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0510152025Min: 16.8 / Avg: 16.87 / Max: 16.9Min: 17.5 / Avg: 17.57 / Max: 17.6Min: 17.9 / Avg: 17.97 / Max: 18Min: 16.9 / Avg: 16.9 / Max: 16.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 376.978.576.649.7
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.01530456075Min: 76.8 / Avg: 76.93 / Max: 77Min: 78.3 / Avg: 78.47 / Max: 78.7Min: 76.5 / Avg: 76.63 / Max: 76.8Min: 49.6 / Avg: 49.7 / Max: 49.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: tornado_httpPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.39, N = 3101.0107.0106.081.4
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: tornado_httpPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100Min: 101 / Avg: 101.33 / Max: 102Min: 107 / Avg: 107.33 / Max: 108Min: 105 / Avg: 105.67 / Max: 106Min: 80.6 / Avg: 81.37 / Max: 81.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0306090120150SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3123.0126.0124.095.0
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100Min: 123 / Avg: 123.33 / Max: 124Min: 125 / Avg: 125.67 / Max: 127Min: 124 / Avg: 124 / Max: 124Min: 94.8 / Avg: 94.97 / Max: 95.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.986.126.005.27
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0246810Min: 5.96 / Avg: 5.98 / Max: 5.99Min: 6.12 / Avg: 6.12 / Max: 6.12Min: 5.97 / Avg: 6 / Max: 6.02Min: 5.26 / Avg: 5.27 / Max: 5.27

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0816243240SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 331.535.031.523.9
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.0714212835Min: 31.3 / Avg: 31.47 / Max: 31.6Min: 34.7 / Avg: 34.97 / Max: 35.1Min: 31.5 / Avg: 31.5 / Max: 31.5Min: 23.9 / Avg: 23.93 / Max: 24

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.070140210280350SE +/- 0.33, N = 3SE +/- 2.19, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3307323305213
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.060120180240300Min: 307 / Avg: 307.33 / Max: 308Min: 319 / Avg: 323.33 / Max: 326Min: 305 / Avg: 305 / Max: 305Min: 213 / Avg: 213.33 / Max: 214

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: sqlalchemy_declarativePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.10, N = 3105.0109.0106.086.9
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: sqlalchemy_declarativePython 3.8.15Python 3.9.15Python 3.10.6Python 3.11.020406080100Min: 104 / Avg: 104.67 / Max: 105Min: 109 / Avg: 109 / Max: 109Min: 105 / Avg: 105.67 / Max: 106Min: 86.8 / Avg: 86.9 / Max: 87.1

Python 3.8.15

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.8.15 + Python 3.10.7
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 25 October 2022 12:37 by user phoronix.

Python 3.9.15

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.9.15
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 25 October 2022 11:05 by user phoronix.

Python 3.10.6

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.10.8
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 25 October 2022 07:36 by user phoronix.

Python 3.11.0

Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 500GB Western Digital WDS500G3X0C-00SJG0 + 32GB Flash Drive, Graphics: Intel DG2 [Arc A380], Audio: Intel Device 4f92, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

OS: Ubuntu 22.10, Kernel: 5.19.0-23-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, OpenGL: 4.5 Mesa 22.2.1 (LLVM 15.0.2 256 bits), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.10.8
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 25 October 2022 08:37 by user phoronix.