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 8 July 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 8,420 public results since 18 February 2018 with the latest data as of 5 July 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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3 Systems - 3 Benchmark Results |
AMD Ryzen 7 7700 8-Core - Gigabyte B650 AORUS ELITE AX - AMD Device 14d8 Linuxmint 21.3 - 6.5.0-14-generic - Cinnamon 6.0.4 |
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3 Systems - 797 Benchmark Results |
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25 Systems - 30 Benchmark Results
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ARMv8 Cortex-A53 - BCM2835 Raspberry Pi 3 Model B Rev 1.2 - 909MB Debian 11 - 5.10.92-v8+ - LXDE
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24 Systems - 30 Benchmark Results
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ARMv8 Cortex-A53 - Sinovoip_Bananapi_M4 - 679MB Ubuntu 18.04 - 4.9.119-BPI-M4-Kernel - X Server 1.19.6
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Featured Kernel Comparison
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Featured Kernel Comparison
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3 Systems - 461 Benchmark Results
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Intel Core Ultra 7 155H - MTL Coral_MTH - Intel Device 7e7f Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1
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3 Systems - 141 Benchmark Results
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Intel Xeon Gold 6148 - Supermicro X11SPW-TF v1.03 - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 5.15.0-112-generic - X Server
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24 Systems - 30 Benchmark Results
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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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2 Systems - 516 Benchmark Results
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Snapdragon X Elite X1E78100 Qualcomm Oryon - ASUS S5507QAD - 1 x 16384MB 8448MHz Microsoft Windows 11 Home Build 26100 - 10.0.26100.863 - 31.0.56.0
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2 Systems - 1012 Benchmark Results
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1 System - 1012 Benchmark Results
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1 System - 1 Benchmark Result
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AMD Ryzen 9 7900 12-Core - Gigabyte B650 GAMING X AX - AMD Device 14d8 cachyos rolling - 6.9.3-3-cachyos - KDE Plasma 6.0.5
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1 System - 1 Benchmark Result
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AMD Athlon X4 860K Quad Core - Oracle VirtualBox v1.2 - Intel 440FX 82441FX PMC Debian - 6.8.12-amd64 - GNOME Shell 44.9
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1 System - 1 Benchmark Result
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Apple M2 Pro - Apple MacBook Pro - 32GB macOS 14.5 - 23.5.0 - GCC 15.0.0 + Clang 15.0.0 |
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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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 |
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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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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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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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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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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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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20 Systems - 43 Benchmark Results |
ARMv7 rev 5 - Allwinner sun8i Family Libre Board ALL-H3-CC H3 - 493MB Ubuntu 18.04 - 4.14.65-sunxi - GCC 7.3.0 |
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14 Systems - 36 Benchmark Results |
ARMv8 Cortex-A72 - Amazon EC2 a1.2xlarge - Amazon Device 0200 Ubuntu 18.04 - 4.15.0-1028-aws - GCC 7.3.0 |
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11 Systems - 217 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
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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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1 System - 1004 Benchmark Results |
SiFive RISC-V - FriendlyElec NanoPC-T4 - Rockchip RK3399 Ubuntu 18.04 - 4.4.138 - LXDE 0.9.3 |
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Featured Processor Comparison |
AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1 |
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12 Systems - 593 Benchmark Results |
AMD Ryzen 9 3900X 12-Core - ASUS TUF GAMING X570-PLUS - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2 |