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.

Learn more about this test at the upstream project site: http://svn.python.org/projects/python/trunk/Tools/pybench/.

This utility test profile is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 6 December 2010 and last updated on 17 January 2019. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark pybench.

This test has an average install time of 1 second and an average run-time of 4 minutes, 27 seconds.

200k+ Downloads + 5k+ Public Benchmark Results

Installation StatsTest Completion StatsOpenBenchmarking.orgEventsPyBench Popularitypts/pybench2015.102015.122016.022016.042016.062016.082016.102016.122017.022017.042017.062017.082017.102017.122018.022018.042018.062018.082018.102018.122019.022019.042019.062019.082019.102019.122020.022020.042020.062020.084340368029120221601520008

* Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting.

Revision History

pts/pybench-1.1.3   [View Source]   17 Jan 2019 10:20 EST
Windows test profile update for latest Python.

pts/pybench-1.1.2   [View Source]   07 Mar 2018 11:49 EST
Explicitly use the default Python 3 path on Windows to avoid python2 being picked up which no longer works with this test code.

pts/pybench-1.1.1   [View Source]   02 Mar 2018 15:28 EST
Windows support was refreshingly easy...

pts/pybench-1.1.0   [View Source]   18 Feb 2018 15:46 EST
Update PyBench to a Python3 port

pts/pybench-1.0.1   [View Source]   15 Feb 2018 15:07 EST
Be explicit about python2, don't use generic python call as this test will break when python is python3.

pts/pybench-1.0.0   [View Source]   06 Dec 2010 15:19 EST
Initial import into OpenBenchmarking.org

Suites Using This Test

Server CPU Tests

Python

Single-Threaded

Performance Metrics

Analyze Test Configuration:

PyBench 2018-02-16

Total For Average Test Times

OpenBenchmarking.org metrics for this test profile configuration based on 6,759 public samples since 18 February 2018 with the latest data as of 24 October 2020.

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.

Component
Percentile Rank
Milliseconds (Average)
80th
1087
Mid-Tier
75th
> 1143
Median
50th
1505
Low-Tier
25th
> 2728
25th
2759
19th
3113
17th
3761
14th
4716
4th
12792
2nd
20794
1st
32014
OpenBenchmarking.orgDistribution Of Public Results - Total For Average Test Times6759 Results Range From 732 To 1733771 Milliseconds7323539370054104715139376174037208698243359278020312681347342382003416664451325485986520647555308589969624630659291693952728613763274797935832596867257901918936579971240100590110405621075223110988411445451179206121386712485281283189131785013525111387172142183314564941491155152581615604771595138162979916644601699121173378214002800420056007000

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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkTotal For Average Test TimesRun-Time1020304050Min: 1 / Avg: 2.77 / Max: 51

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTotal For Average Test TimesDeviation246810Min: 0 / Avg: 0.11 / Max: 3

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1 System - 295 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship

Pop 20.04 - 5.4.0-7642-generic - GNOME Shell 3.36.4

17 Systems - 57 Benchmark Results

AMD Ryzen 7 2700X Eight-Core - ASUS ROG CROSSHAIR VII HERO - AMD Family 17h

Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1

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Intel 0000 - (5.18 BIOS) - Intel Tiger Lake-LP

Ubuntu 20.10 - 5.8.0-25-generic - GNOME Shell 3.38.1

7 Systems - 28 Benchmark Results

ARMv7 rev 1 - Rockchip - 2048MB

Debian 9.0 - 4.4.16-00006-g4431f98-dirty - LXDE

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ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 2048MB

Debian 10 - 5.4.51-v8+ - LXDE 0.10.0

1 System - 1 Benchmark Result

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Ubuntu 20.04 - 5.4.0-52-generic - GNOME Shell 3.36.4

12 Systems - 33 Benchmark Results

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Raspbian 9.6 - 4.14.79-v7+ - LXDE

1 System - 1 Benchmark Result

Intel Core i5-4210U - Oracle VirtualBox v1.2 - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.4.0-31-generic - GNOME Shell 3.36.4

1 System - 19 Benchmark Results

2 x AMD EPYC 7542 32-Core - Supermicro H11DSi-NT v2.00 - AMD Starship

CentOS 7.7.1908 - 3.10.0-1062.el7.x86_64 - X Server

1 System - 87 Benchmark Results

ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 2048MB

Debian 10 - 5.4.51-v8+ - LXDE 0.10.0

9 Systems - 57 Benchmark Results

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Ubuntu 20.04 - 5.4.0-12-generic - GNOME Shell 3.34.3

10 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

Most Popular Test Results

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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

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

4 Systems - 55 Benchmark Results

AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Raven

Clear Linux OS 32230 - 5.4.16-900.native - GNOME Shell 3.34.3

12 Systems - 209 Benchmark Results

AMD Ryzen 3 2200G - MSI B350M GAMING PRO - AMD Device 15d0

Ubuntu 19.04 - 5.2.0-999-generic - GNOME Shell 3.32.1

8 Systems - 360 Benchmark Results

Intel Core i9-10980XE - Gigabyte X299X DESIGNARE 10G - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.10 - 5.4.0-999-generic - GNOME Shell 3.34.1

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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AMD EPYC 7571 - Amazon EC2 m5a.2xlarge - Intel 440FX 82441FX PMC

Ubuntu 18.04 - 4.15.0-1021-aws - GCC 7.3.0

5 Systems - 1840 Benchmark Results

Intel Core i5-6200U - HP 8079 - Intel Xeon E3-1200 v5

Ubuntu 18.04 - 4.18.0-21-generic - GNOME Shell 3.28.4

12 Systems - 48 Benchmark Results

AMD EPYC 7601 32-Core - TYAN B8026T70AE24HR - AMD Family 17h

Ubuntu 18.04 - 4.15.0-20-generic - GNOME Shell 3.28.1

21 Systems - 72 Benchmark Results

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Ubuntu 19.04 - 5.3.0-999-generic - GNOME Shell 3.32.2

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Ubuntu 18.04 - 4.18.0-21-generic - GNOME Shell 3.28.4

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