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 October 2024.
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 8,747 public results since 18 February 2018 with the latest data as of 16 October 2024.
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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2 Systems - 42 Benchmark Results |
AMD Ryzen 9 9950X 16-Core - ASUS ProArt X670E-CREATOR WIFI - AMD Device 14d8 Ubuntu 22.04 - 6.8.0-45-lowlatency - GCC 11.4.0 |
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8 Systems - 102 Benchmark Results |
AMD Ryzen 7 2700X Eight-Core - ASRock B450M-HDV R4.0 - AMD 17h Linuxmint 22 - 6.8.0-45-generic - Cinnamon 6.2.9 |
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1 System - 1 Benchmark Result |
AMD Athlon X4 860K Quad Core - ASRock FM2A88X-ITX+ - AMD 15h Ubuntu 24.04 - 6.8.0-45-generic - GNOME Shell 46.0 |
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10 Systems - 145 Benchmark Results |
Intel Xeon 6980P - Intel AvenueCity v0.01 - Intel Ice Lake IEH Ubuntu 24.04 - 6.10.0-phx - GCC 13.2.0 |
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3 Systems - 242 Benchmark Results |
AMD Ryzen 7 2700X Eight-Core - ASRock B450M-HDV R4.0 - AMD 17h Linuxmint 22 - 6.8.0-38-generic - Cinnamon 6.2.9 |
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6 Systems - 344 Benchmark Results |
Intel Core Ultra 7 256V - ASUS Zenbook S 14 UX5406SA_UX5406SA UX5406SA v1.0 - Intel Device a87f Ubuntu 24.10 - 6.11.0-phx - GNOME Shell 47.0 |
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2 Systems - 76 Benchmark Results |
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Featured Monitor Comparison
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1 System - 1 Benchmark Result
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2 x Intel Xeon E5345 - Intel S5000PAL0 - Intel 5000P MCH ManjaroLinux 24.1.0 - 6.10.11-2-MANJARO - Xfce 4.18
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2 Systems - 1 Benchmark Result
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AMD Ryzen 9 7950X3D 16-Core - MSI MAG B650 TOMAHAWK WIFI - 2 x 32768MB 6000MHz UD5-6000 Microsoft Windows 11 Pro Build 26120 - 10.0.26120.1843 - 560.94
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2 Systems - 5 Benchmark Results
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AMD Ryzen AI 9 HX 370 - ASUS M5606WA - 4 x 8192MB 7500MHz Micron MT62F2G32D4DS-026 WT Microsoft Windows 11 Pro Build 22631 - 10.0.22631.4169 - 32.0.11037.4004
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1 System - 1 Benchmark Result
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Unknown - 8GB - 28GB Debian 12 - 6.6.46-04021-g6c6e6fdd7f0e - Wayland
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1 System - 62 Benchmark Results
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6 x Intel Xeon E5-2640 0 - Intel VMware Virtual 440BX Desktop - Intel 440BX Debian 12 - 6.1.0-23-amd64 - GCC 12.2.0
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1 System - 1043 Benchmark Results
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1 System - 1 Benchmark Result
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2 x Intel Xeon E5-2673 v3 - HUANANZHI X99-T8D - 128GB Ubuntu 20.04.4 LTS - 5.15.0-209.161.7.2.el9uek.x86_64 - GCC 9.4.0 |
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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16 Systems - 119 Benchmark Results |
2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0 |
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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 |
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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7 Systems - 28 Benchmark Results |
ARMv7 rev 1 - Rockchip - 2048MB Debian 9.0 - 4.4.16-00006-g4431f98-dirty - LXDE |
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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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4 Systems - 55 Benchmark Results |
AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Raven Ubuntu 20.04 - 5.4.0-9-generic - GNOME Shell 3.34.3 |
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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 |
ARMv8 rev 3 - quill - 8192MB Ubuntu 16.04 - 4.4.38-tegra - Unity 7.4.5 |
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14 Systems - 36 Benchmark Results |
Intel Xeon Platinum 8175M - Amazon EC2 m5.large - Intel 440FX 82441FX PMC Ubuntu 18.04 - 4.15.0-1021-aws - GCC 7.3.0 |
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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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Featured Compiler Comparison |
POWER9 altivec supported - PowerNV T2P9D01 REV 1.00 - 262144MB Debian testing - 4.16.0-rc4 - amdgpu 1.4.0 |
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8 Systems - 28 Benchmark Results |
ARMv7 rev 4 - BCM2835 Raspberry Pi 3 Model B Plus Rev 1.3 - 926MB Raspbian 10 - 4.19.42-v7+ - X Server 1.20.4 |
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3 Systems - 30 Benchmark Results |
Intel Core i9-9900KS - ASUS PRIME Z390-A - Intel Cannon Lake PCH Ubuntu 19.10 - 5.3.0-24-generic - GNOME Shell 3.34.1 |
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1 System - 16 Benchmark Results |
ARMv7 rev 4 - BCM2835 Raspberry Pi 3 Model B Rev 1.2 - 927MB Raspbian 9.4 - 4.9.80-v7+ - X Server 1.19.2 |