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 20 November 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 8,796 public results since 18 February 2018 with the latest data as of 13 November 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
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1 System - 1 Benchmark Result |
Intel Core i7-1068NG7 - Apple MacBook Pro - 2 x 16 GB LPDDR4X-3733MHz macOS 14.7 - 23.6.0 - GCC 16.0.0 + Clang 16.0.0 |
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1 System - 1 Benchmark Result |
AMD Ryzen 7 7840HS - Win element M600 - AMD Device 14e8 Ubuntu 24.04 - 6.11.7zh - GNOME Shell 46.0 |
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4 Systems - 237 Benchmark Results |
Apple M4 - Apple Mac mini - 16GB macOS 15.1 - 24.1.0 - GCC 16.0.0 + Clang 16.0.0 + Xcode 16.1 |
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Featured Processor Comparison |
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1 System - 1 Benchmark Result |
2 x Intel Core i7-7700HQ - Intel 440BX - 4096 + 256 + 32 + 4 4800MHz Microsoft Windows Server 2019 Datacenter Evaluation Build 17763 - 10.0.17763.3650 - 10.0.17763.1 |
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2 Systems - 3 Benchmark Results |
2 x Intel Core i7-7700HQ - Intel 440BX - 4096 + 256 + 32 + 4 4800MHz Microsoft Windows Server 2019 Datacenter Evaluation Build 17763 - 10.0.17763.3650 - 10.0.17763.1 |
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10 Systems - 237 Benchmark Results |
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8 Systems - 235 Benchmark Results
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Intel Core Ultra 5 245K - ASUS ROG MAXIMUS Z890 HERO - Intel Device ae7f Ubuntu 24.04 - 6.10.0-phx - GNOME Shell 46.0
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Featured Processor Comparison
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Most Popular Test Results
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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 |
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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16 Systems - 119 Benchmark Results |
Intel Xeon W-3275M - Supermicro X11SPA-T v1.01 - Intel Sky Lake-E DMI3 Registers Ubuntu 19.10 - 5.3.0-46-generic - GNOME Shell 3.34.3 |
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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 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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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 Fedora 31 - 5.4.15-200.fc31.x86_64 - 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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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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20 Systems - 43 Benchmark Results |
Rockchip - Firefly ROC-RK3328-CC - 2048MB Ubuntu 18.04 - 4.4.114 - LXDE |
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14 Systems - 36 Benchmark Results |
Unknown - GIGABYTE MT91-FS1-00 v01000100 - Cavium CN99xx Red Hat Enterprise Linux 7.6 - 4.14.0-49.13.1.el7a.aarch64 - GCC 4.8.5 20150623 |
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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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8 Systems - 28 Benchmark Results |
Rockchip ARMv8 Cortex-A53 - Firefly ROC-RK3328-CC - 2048MB Ubuntu 18.04 - 4.4.114 - X Server 1.18.4 |
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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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Featured Compiler Comparison |
POWER9 altivec supported - PowerNV T2P9D01 REV 1.00 - 262144MB Debian testing - 4.16.0-rc4 - amdgpu 1.4.0 |