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 30 May 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 8,359 public results since 18 February 2018 with the latest data as of 27 May 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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Featured Kernel Comparison |
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1 System - 48 Benchmark Results |
AMD Ryzen 7 7700X 8-Core - MSI PRO B650-P WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0 |
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1 System - 1 Benchmark Result |
Intel Core i9-12900E - C OZE DS-1400 v1.0.00.001 - Intel Alder Lake-S PCH Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9 |
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2 Systems - 15 Benchmark Results |
AMD PRO A10-9700E R7 10 COMPUTE CORES 4C+6G - LENOVO 30FD - 2 x 16384 MB 2400MHz Microsoft Windows 10 Pro Build 19045 - 10.0.19045.4412 - 27.20.1034.6 |
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2 Systems - 1 Benchmark Result |
AMD PRO A6-8570E R5 6 COMPUTE CORES 2C+4G - LENOVO 30FD - 1 x 4096 MB 2400MHz Samsung M471A5244CB0-CRC Microsoft Windows 10 Pro Build 19045 - 10.0.19045.4291 - 27.20.1034.6 |
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2 Systems - 24 Benchmark Results |
Intel Core i9-13900KS - ASUS ProArt Z790-CREATOR WIFI - Intel Device 7a27 Ubuntu 20.04 - 5.15.0-91-lowlatency - 1.1.182 |
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1 System - 926 Benchmark Results |
Intel Core i5-14500 - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0 |
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1 System - 1 Benchmark Result |
Intel Core i7-7700HQ - Oracle VirtualBox v1.2 - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.8.2 - GNOME Shell 42.9 |
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1 System - 458 Benchmark Results |
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1 System - 496 Benchmark Results
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Intel Core Ultra 7 165U - LENOVO ThinkPad T14 Gen 5 21MLCTO1WW - Intel Device 7e7f Ubuntu 22.04 - 6.5.0-28-generic - GNOME Shell 42.9
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2 Systems - 71 Benchmark Results
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rv64imafdcvsu - Scaleway EM-RV1-C4M16S128-A - 16GB Ubuntu 24.04 - 5.10.113+ - GCC 13.2.0
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2 Systems - 70 Benchmark Results
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rv64imafdcvsu - Scaleway EM-RV1-C4M16S128-A - 16GB Ubuntu 24.04 - 5.10.113+ - GCC 13.2.0
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2 Systems - 137 Benchmark Results
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Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH Clear Linux OS 41680 - 6.8.9-1432.native - GNOME Shell 46.1
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24 Systems - 30 Benchmark Results
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ARMv8 Cortex-A53 - OrangePi 3 LTS - 2048MB Ubuntu 20.04 - 5.10.75-sun50iw6 - GCC 9.4.0
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Featured OS Comparison
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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 |
Intel Xeon Gold 6226R - 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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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 - 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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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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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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11 Systems - 217 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
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14 Systems - 36 Benchmark Results |
ARMv8 Cortex-A72 - Amazon EC2 a1.large - 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 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 |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH 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 5900X 12-Core - ASRock X570 Taichi - AMD Starship Fedora 33 - 5.8.16-300.fc33.x86_64 - GNOME Shell 3.38.1 |