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 17 January 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 8,857 public results since 18 February 2018 with the latest data as of 14 January 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
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2 Systems - 5 Benchmark Results |
AMD Ryzen 3 5425U - GMKtec - AMD Renoir ManjaroLinux 24.2.1 - 6.11.11-1-MANJARO - KDE Plasma 6.2.4 |
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2 Systems - 4 Benchmark Results |
AMD Ryzen 3 5425U - GMKtec - AMD Renoir ManjaroLinux 24.2.1 - 6.11.11-1-MANJARO - KDE Plasma 6.2.4 |
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2 Systems - 3 Benchmark Results |
AMD Ryzen 3 5425U - GMKtec - AMD Renoir ManjaroLinux 24.2.1 - 6.11.11-1-MANJARO - KDE Plasma 6.2.4 |
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1 System - 85 Benchmark Results |
Apple M4 Pro - Apple Mac mini - 24GB macOS 15.2 - 24.2.0 - OpenCL 1.2 |
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1 System - 85 Benchmark Results |
Apple M4 - Apple Mac mini - 16GB macOS 15.0 - 24.0.0 - OpenCL 1.2 |
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2 Systems - 158 Benchmark Results |
Apple M4 - Apple Mac mini - 16GB macOS 15.0 - 24.0.0 - OpenCL 1.2 |
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2 Systems - 158 Benchmark Results |
Apple M4 Pro - Apple Mac mini - 24GB macOS 15.2 - 24.2.0 - OpenCL 1.2 |
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1 System - 10 Benchmark Results |
Intel N150 - AZW EQ - Intel Alder Lake-N PCH Ubuntu 24.04 - 6.12.3-061203-generic - GNOME Shell 46.0 |
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1 System - 9 Benchmark Results |
Intel N150 - AZW EQ - Intel Alder Lake-N PCH Ubuntu 24.04 - 6.12.3-061203-generic - GNOME Shell 46.0 |
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1 System - 10 Benchmark Results |
Intel N150 - AZW EQ - Intel Alder Lake-N PCH Arch Linux - 6.12.7-arch1-1 - KDE Plasma 6.2.4 |
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5 Systems - 286 Benchmark Results |
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6 Systems - 286 Benchmark Results
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Rockchip ARMv8 Cortex-A76 - Orange Pi 5 Pro - 16GB Ubuntu 24.04 - 6.1.75-vendor-rk35xx - X Server
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1 System - 97 Benchmark Results
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Intel Core i5-14600K - ASRock B760 Pro RS WiFi - Intel Raptor Lake-S PCH Arch rolling - 6.12.7-arch1-1 - GNOME Shell 47.2
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1 System - 15 Benchmark Results
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AMD Ryzen 7 7800X3D 8-Core - ASUS ROG CROSSHAIR X670E GENE - 2 x 32768MB 6000MHz G Skill F5-6000J3040G32G Microsoft Windows 11 Pro Build 22631 - 10.0.22631.4460 - 566.36
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7 Systems - 216 Benchmark Results
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AMD Ryzen 5 2600 Six-Core - Gigabyte X470 AORUS ULTRA GAMING-CF - AMD 17h Ubuntu 23.10 - 6.5.0-44-generic - KDE Plasma 5.27.10 |
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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2 Systems - 29 Benchmark Results |
AMD Ryzen 5 3600 6-Core - ASUS PRIME X570-P - AMD Starship ManjaroLinux 18.1.1 - 5.4.0-1-MANJARO - GNOME Shell 3.34.1 |
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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 |
2 x 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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5 Systems - 25 Benchmark Results |
Intel Xeon E3-1280 v5 - MSI Z170A SLI PLUS - Intel Xeon E3-1200 v5 Ubuntu 19.04 - 4.18.0-11-generic - GNOME Shell 3.30.2 |
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7 Systems - 28 Benchmark Results |
ARMv7 rev 3 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 4096MB 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 Fedora 31 - 5.4.15-200.fc31.x86_64 - 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 |
AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.04 - 5.9.0-050900rc7daily20201002-generic - GNOME Shell 3.36.4 |
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20 Systems - 43 Benchmark Results |
Amlogic - ODROID-C2 - 2048MB Ubuntu 18.04 - 3.16.57-20 - X Server 1.19.6 |
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14 Systems - 36 Benchmark Results |
ARMv8 Cortex-A72 - SolidRun LX2160A COM type 7 module - 14336MB Ubuntu 19.04 - 4.14.83-dirty - GCC 8.3.0 |
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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 |
AMD Ryzen 7 7700X 8-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8 Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
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8 Systems - 28 Benchmark Results |
ARMv7 rev 1 - Rockchip - 2048MB Debian 9.0 - 4.4.16-00006-g4431f98-dirty - LXDE |
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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 |