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 7 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 8,703 public results since 18 February 2018 with the latest data as of 6 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 - 1 Benchmark Result |
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 |
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 |
Unknown - 8GB - 28GB Debian 12 - 6.6.46-04021-g6c6e6fdd7f0e - Wayland |
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1 System - 62 Benchmark Results |
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
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2 Systems - 9 Benchmark Results
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Intel Core i5-1135G7 - Avell High Performance - 2 x 1024 MB 4267MHz 53E512M32D2NP-046 Microsoft Windows 11 Home Single Language Build 22621 - 10.0.22621.4037 - 27.20.100.8729
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1 System - 1 Benchmark Result
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Intel Core i7-5820K - MSI X99S SLI PLUS - Intel Xeon E7 v3 Ubuntu 22.04 - 6.8.0-40-generic - X Server 1.21.1.4
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7 Systems - 2 Benchmark Results
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AMD Ryzen 7 5800U - HP 8864 - 32GB Ubuntu 20.04.4 LTS - 6.9.12-200.fc40.x86_64 - GCC 9.4.0
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Featured Graphics Comparison
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4 Systems - 17 Benchmark Results
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ARMv7 Cortex-A53 - BCM2835 Raspberry Pi 3 Model B Plus Rev 1.3 - 1024MB Raspbian 11 - 6.1.21-v7+ - X Server 1.20.11
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4 Systems - 17 Benchmark Results
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ARMv8 Cortex-A72 - raspberrypi Raspberry Pi 4 Model B Rev 1.4 - 8GB Oracle Linux Server 8.10 - 5.15.0-208.159.3.2.el8uek.aarch64 - GCC 8.5.0 20210514
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3 Systems - 17 Benchmark Results
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ARMv8 Cortex-A72 - raspberrypi Raspberry Pi 4 Model B Rev 1.4 - 8GB Oracle Linux Server 8.10 - 5.15.0-208.159.3.2.el8uek.aarch64 - GCC 8.5.0 20210514
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27 Systems - 30 Benchmark Results
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ARMv8 Cortex-A78 - U-Boot 2022.10 - 4096MB Ubuntu 22.04 - 5.15.0-1029-mtk - X Server 1.21.1.4
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2 Systems - 17 Benchmark Results
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ARMv8 Cortex-A72 - U-Boot 2023.07.02 - 8GB Oracle Linux Server 9.4 - 5.15.0-208.159.3.2.el9uek.aarch64 - GCC 11.4.1 20231218 |
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 8275CL - ASRockRack EP2C621D12 WS - Intel Sky Lake-E DMI3 Registers Ubuntu 19.10 - 5.3.0-55-generic - 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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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 |
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 |
Unknown - Socionext SynQuacer E- DeveloperBox - 32768MB Ubuntu 18.04 - 4.15.0-33-generic - GCC 7.3.0 |
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14 Systems - 36 Benchmark Results |
ARMv8 Cortex-A72 - Amazon EC2 a1.4xlarge - Amazon Device 0200 Ubuntu 18.04 - 4.15.0-1028-aws - GCC 7.3.0 |
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2 Systems - 601 Benchmark Results |
2 x Intel Xeon E5-2690 v4 - Intel S2600WTT v.......... - Intel Xeon E7 v4 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 1 - Rockchip - 2048MB Debian 9.0 - 4.4.16-00006-g4431f98-dirty - LXDE |
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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 |