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.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark pybench.
Project Site
svn.python.orgTest Created
6 December 2010Last Updated
17 January 2019Test Maintainer
Michael LarabelTest Type
SystemAverage Install Time
2 SecondsAverage Run Time
2 Minutes, 52 SecondsTest Dependencies
PythonAccolades
200k+ Downloads + 10k+ Public Benchmark ResultsSupported Platforms
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data updated weekly as of 2 February 2025.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:PyBench 2018-02-16
Total For Average Test Times
OpenBenchmarking.org metrics for this test profile configuration based on 8,875 public results since 18 February 2018 with the latest data as of 3 February 2025.
Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.
Based on OpenBenchmarking.org data, the selected test / test configuration (PyBench 2018-02-16 - Total For Average Test Times) has an average run-time of 3 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.
Does It Scale Well With Increasing Cores?
Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.
Tested CPU Architectures
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
Recent Test Results
Compare
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1 System - 284 Benchmark Results |
2 x AMD EPYC 9274F 24-Core - ASUS ESC8000A-E12 K14PG-D24 - AMD Device 14a4 Ubuntu 22.04 - 6.8.0-51-generic - X Server |
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33 Systems - 30 Benchmark Results |
Unknown - miniITX-E2000Q Board 2023 - 1536MB Ubuntu 20.04 - 4.19.246-phytium-embeded+ - X Server 1.20.13 |
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32 Systems - 30 Benchmark Results |
Spacemit X60 - spacemit k1-x deb1 board - 4096MB Bianbu 1.0rc1 - 6.1.15 - GNOME Shell 45.0 |
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1 System - 92 Benchmark Results |
AMD Ryzen 9 9900X 12-Core - Gigabyte B650 EAGLE AX - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-51-generic - GNOME Shell 46.0 |
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31 Systems - 30 Benchmark Results |
ARMv8 Cortex-A53 - FriendlyElec NanoPi Fire3 - 1024MB Ubuntu 16.04 - 4.4.172-s5p6818 - X Server |
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30 Systems - 30 Benchmark Results |
Spacemit X60 - spacemit k1-x deb1 board - 4096MB Bianbu 1.0rc1 - 6.1.15 - GNOME Shell 45.0 |
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29 Systems - 30 Benchmark Results |
Loongson-3A6000 - O.E.M - Loongson LLC Hyper Transport Bridge Loongnix 20 - 4.19.0-19-loongson-3 - X Server 1.20.4 |
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28 Systems - 30 Benchmark Results |
ARMv8 Cortex-A76 - BCM2835 Raspberry Pi 5 Model B Rev 1.0 - 4096MB Debian 12 - 6.1.0-rpi4-rpi-2712 - X Server |
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1 System - 1 Benchmark Result |
AMD Ryzen 7 PRO 4750U - LENOVO ThinkPad P14s Gen 1 20Y1S00E00 - AMD Renoir Ubuntu 24.04 - 6.8.0-51-generic - GNOME Shell 46.0 |
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1 System - 1 Benchmark Result |
AMD Ryzen 9 5950X 16-Core - MSI B550 GAMING GEN3 - AMD Starship Ubuntu 24.04 - 6.8.0-51-generic - GNOME Shell 46.0 |
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1 System - 1 Benchmark Result |
Apple M4 Pro - Apple MacBook Pro - 48GB macOS 15.2 - 24.2.0 - GCC 16.0.0 + Clang 16.0.0 |
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2 Systems - 3 Benchmark Results |
AMD Ryzen 7 7840HS - Win element M600 - AMD Device 14e8 Ubuntu 24.10 - 6.12.9zh - X Server |
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2 Systems - 3 Benchmark Results |
AMD Ryzen 7 7840HS - Win element M600 - AMD Device 14e8 Ubuntu 23.10 - 6.6.0-rc7+ - GNOME Shell 45.0 |
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1 System - 5 Benchmark Results |
Intel Core i5-2520M - LENOVO ThinkPad X220 4290EC5 - Intel 2nd Generation Core DRAM ManjaroLinux 24.2.1 - 6.12.4-1-MANJARO - KDE Plasma 6.2.4 |
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1 System - 1 Benchmark Result |
Apple M4 Pro - Apple MacBook Pro - 48GB macOS 15.2 - 24.2.0 - GCC 16.0.0 + Clang 16.0.0 |
Most Popular Test Results
Compare
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3 Systems - 14 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1 |
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5 Systems - 25 Benchmark Results |
Intel Xeon E3-1280 v5 - MSI MS-7998 1.0 - Intel Xeon E3-1200 v5 DragonFly - 5.4-RELEASE - GCC 8.1 |
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2 Systems - 29 Benchmark Results |
Intel Core i7-5820K - ASUS X99-A - Intel Xeon E7 v3 Pop 20.10 - 5.8.0-7630-generic - GNOME Shell 3.38.1 |
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2 Systems - 29 Benchmark Results |
Intel Xeon W-10885M - Dell 0RV9F4 - Intel Device 06ef Ubuntu 18.04 - 5.0.0-1071-oem-osp1 - GNOME Shell 3.28.4 |
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16 Systems - 119 Benchmark Results |
Intel Xeon Platinum 8259L - ASRockRack EP2C621D16-4LP - Intel Sky Lake-E DMI3 Registers Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1 |
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7 Systems - 28 Benchmark Results |
ARMv7 rev 3 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 2048MB Raspbian 10 - 4.19.50-v7l+ - LXDE 0.10.0 |
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4 Systems - 55 Benchmark Results |
AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Raven Clear Linux OS 32230 - 5.4.16-900.native - GNOME Shell 3.34.3 |
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4 Systems - 14 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 5.18.0-051800-generic - GNOME Shell 42.0 |
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2 Systems - 535 Benchmark Results |
Intel Core i7-1065G7 - Dell 06CDVY - Intel Device 34ef Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4 |
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20 Systems - 43 Benchmark Results |
ARMv7 rev 5 - Allwinner sun8i Family Libre Board ALL-H3-CC H3 - 1024MB Ubuntu 18.04 - 4.14.65-sunxi - GCC 7.3.0 |
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14 Systems - 36 Benchmark Results |
AMD EPYC 7571 - Amazon EC2 m5a.4xlarge - Intel 440FX 82441FX PMC Ubuntu 18.04 - 4.15.0-1021-aws - GCC 7.3.0 |
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3 Systems - 79 Benchmark Results |
AMD Eng Sample - Gigabyte TRX40 AORUS PRO WIFI - 4 x 32768 MB 3000MHz CMK64GX4M2D3000C16 Microsoft Windows 10 Pro Build 19042 - 10.0 - 27.20.1034.6 |
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16 Systems - 333 Benchmark Results |
Intel Core i9-13900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
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2 Systems - 601 Benchmark Results |
2 x Intel Xeon Gold 6140 - Intel S2600WFT - Intel Device 2020 Debian 9.4 - 4.9.0-6-amd64 - GCC 6.3.0 20170516 + Clang 3.8.1-24 |
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8 Systems - 28 Benchmark Results |
ARMv8 Cortex-A57 - jetson-nano - 4096MB Ubuntu 18.04 - 4.9.140-tegra - Unity 7.5.0 |