PyPerformance

PyPerformance is the reference Python performance benchmark suite that can be used for comparing Python implementations or also benchmarking hardware/software performance.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark pyperformance.

Project Site

pyperformance.readthedocs.io

Source Repository

github.com

Test Created

11 January 2020

Last Updated

7 June 2024

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

9 Seconds

Average Run Time

2 Minutes, 9 Seconds

Test Dependencies

Python

Accolades

30k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsPyPerformance Popularity Statisticspts/pyperformance2020.012020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112024.012024.032024.052024.072024.092024.1111K22K33K44K55K
* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** 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.
pathlib6.3%raytrace6.1%regex_compile6.5%json_loads6.5%python_startup6.4%float6.2%chaos6.2%crypto_pyaes6.5%gc_collect6.0%django_template6.1%asyncio_websockets6.1%async_tree_io6.0%nbody6.2%go6.2%xml_etree6.5%pickle_pure_python6.2%Benchmark Option PopularityOpenBenchmarking.org

Revision History

pts/pyperformance-1.1.0   [View Source]   Fri, 07 Jun 2024 11:16:05 GMT
Update against upstream PyPerformance 1.11, switch to PyPi version, add some newer tests too.

pts/pyperformance-1.0.2   [View Source]   Thu, 28 May 2020 09:10:11 GMT
Add Windows support.

pts/pyperformance-1.0.1   [View Source]   Sat, 11 Jan 2020 09:53:30 GMT
Drop some tests having issues.

pts/pyperformance-1.0.0   [View Source]   Sat, 11 Jan 2020 08:53:00 GMT
Initial commit of PyPerformance.

Suites Using This Test

Python

Programmer / Developer System Benchmarks


Performance Metrics

Analyze Test Configuration:

PyPerformance 1.11

Benchmark: async_tree_io

OpenBenchmarking.org metrics for this test profile configuration based on 376 public results since 7 June 2024 with the latest data as of 14 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.

Component
Percentile Rank
# Compatible Public Results
Milliseconds (Average)
2 x AMD EPYC 9534 64-Core
100th
4
1
Intel Core i7-1065G7
98th
3
1
2 x Intel Xeon 6780E
94th
6
1
AMD Ryzen 7 PRO 5850U
94th
4
1
Intel Core i5-12600K
93rd
3
1
2 x AMD EPYC 9734 112-Core
90th
6
1
AMD Ryzen 7 PRO 6850U
87th
3
1
Intel Xeon Silver 4216
86th
4
1
2 x AMD EPYC 9454 48-Core
83rd
5
1
Intel Core i9-10980XE
83rd
3
2
AMD Ryzen Threadripper 3970X 32-Core
81st
4
2
AMD Ryzen Threadripper 3990X 64-Core
80th
4
2
AMD Ryzen 7 9800X3D 8-Core
76th
6
465 +/- 1
Mid-Tier
75th
> 466
Intel Core Ultra 9 285K
74th
8
497 +/- 5
Intel Core i9-14900K
71st
12
523 +/- 10
Intel Core i9-13900K
71st
3
527
Intel Core Ultra 5 245K
68th
5
542 +/- 5
AMD Ryzen 7 7800X3D 8-Core
66th
11
548 +/- 1
AMD Ryzen 9 7950X3D 16-Core
64th
5
590
Intel Core i5-14500
63rd
8
596
Intel Core i5-14600K
60th
9
607 +/- 3
AMD Ryzen 9 7900X3D 12-Core
58th
7
614
Intel Core i5-13600K
57th
3
622
Intel Core i5-14400F
55th
9
639 +/- 1
Intel Core i5-13400
53rd
3
644
Intel Core i3-14100
52nd
5
653
Median
50th
657
AMD Ryzen 7 5800X3D 8-Core
49th
8
658 +/- 1
AMD Ryzen 7 9700X 8-Core
47th
8
668 +/- 2
AMD Ryzen 7 7700X 8-Core
45th
4
673
AMD Ryzen 9 9900X 12-Core
42nd
7
677 +/- 5
AMD Ryzen 5 9600X 6-Core
42nd
10
677 +/- 4
AMD Ryzen 5 7600X 6-Core
39th
4
679
AMD Ryzen 9 9950X 16-Core
37th
22
681 +/- 5
AMD Ryzen 9 7900X 12-Core
35th
7
683 +/- 9
AMD Ryzen 9 7950X 16-Core
35th
4
683
AMD Ryzen 7 7700 8-Core
33rd
6
684 +/- 2
AMD Ryzen 9 7900 12-Core
32nd
5
688
AMD Ryzen 5 7600 6-Core
27th
6
704 +/- 3
Intel Core i7-1280P
26th
4
715 +/- 8
Low-Tier
25th
> 728
AMD Ryzen 7 8700G
25th
5
729
AMD Ryzen 5 8600G
24th
11
730 +/- 2
ARMv8 Neoverse-V2 72-Core
21st
3
749 +/- 1
AMD Ryzen 5 8400F 6-Core
20th
6
760 +/- 1
AMD Ryzen Threadripper 7980X 64-Cores
18th
6
769 +/- 2
AMD Ryzen 9 5900X 12-Core
17th
7
780 +/- 62
AMD Ryzen 7 5800X 8-Core
17th
5
786
AMD Ryzen 9 5950X 16-Core
14th
8
795 +/- 5
AMD Ryzen 5 5600X 6-Core
11th
4
809
Intel Core i7-1165G7
7th
4
930 +/- 3
2 x AMD EPYC 9374F 32-Core
7th
4
932 +/- 1
AMD Ryzen 5 5500
4th
9
964 +/- 10
Intel Core i7-1185G7
2nd
5
980 +/- 7
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: async_tree_io376 Results Range From 1 To 993 Milliseconds132639412515618721824928031134237340443546649752855959062165268371474577680783886990093196299320406080100

Based on OpenBenchmarking.org data, the selected test / test configuration (PyPerformance 1.11 - Benchmark: async_tree_io) has an average run-time of 7 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 BenchmarkBenchmark: async_tree_ioRun-Time714212835Min: 4 / Avg: 7.17 / Max: 34

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 RunsBenchmark: async_tree_ioDeviation246810Min: 0 / Avg: 0.13 / Max: 6

Does It Scale Well With Increasing Cores?

No, based on the automated analysis of the collected public benchmark data, this test / test settings does not 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.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BasePyPerformance CPU Core ScalingBenchmark: async_tree_io46810121416246450100150200250

Notable Instruction Set Usage

Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.

Instruction Set
Support
Instructions Detected
SSE2 (SSE2)
Used by default on supported hardware.
 
MOVDQA MOVDQU PUNPCKLQDQ CVTSS2SD UCOMISD CVTSD2SS MULSD ADDSD CVTSI2SD MOVD PUNPCKHQDQ PSUBQ XORPD COMISD MOVAPD DIVSD SUBSD CVTTSD2SI SHUFPD UNPCKLPD ANDPD ORPD ANDNPD SUBPD ADDPD UNPCKHPD MULPD PADDQ PSRLDQ SQRTSD CMPNLESD MINSD MAXSD MOVMSKPD MOVUPD CMPLTSD DIVPD
Last automated analysis: 31 January 2021

This test profile binary relies on the shared libraries libpthread.so.0, libdl.so.2, libutil.so.1, libm.so.6, libexpat.so.1, libz.so.1, libc.so.6.

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.

CPU Architecture
Kernel Identifier
Verified On
Intel / AMD x86 64-bit
x86_64
(Many Processors)
ARMv8 64-bit
arm64
Apple M2 Pro
ARMv8 64-bit
aarch64
ARMv8 Neoverse-V2 72-Core, AmpereOne 192-Core

Recent Test Results

OpenBenchmarking.org Results Compare

3 Systems - 166 Benchmark Results

Intel Core i7-1065G7 - Dell XPS 13 7390 2-in-1 06CDVY - Intel Ice Lake-LP DRAM

Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1

33 Systems - 367 Benchmark Results

1 System - 40 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 Phantom Gaming 4 - AMD Starship

Fedora 41 - 6.11.5-300.fc41.x86_64 - Cinnamon 6.2.9

4 Systems - 856 Benchmark Results

2 Systems - 147 Benchmark Results

ARMv8 Neoverse-V2 - Pegatron JIMBO P4352 - 1 x 480GB LPDDR5-6400MT

Ubuntu 24.04 - 6.8.0-45-generic-64k - NVIDIA

1 System - 147 Benchmark Results

ARMv8 Neoverse-V2 - Pegatron JIMBO P4352 - 1 x 480GB LPDDR5-6400MT

Ubuntu 24.04 - 6.8.0-45-generic-64k - NVIDIA

1 System - 17 Benchmark Results

Intel Core i9-9880H - LENOVO 20QQS9JB00 - Intel Cannon Lake PCH

Fedora 40 - 6.10.9-200.fc40.x86_64 - GNOME Shell 46.5

1 System - 1043 Benchmark Results

3 Systems - 106 Benchmark Results

Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers

Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9

1 System - 84 Benchmark Results

AMD Ryzen 7 5800X3D 8-Core - MSI X370 XPOWER GAMING TITANIUM - AMD Starship

Debian 12 - 6.1.0-22-amd64 - X Server 1.20.11

1 System - 17 Benchmark Results

AMD Ryzen 7 PRO 7840U - LENOVO ThinkPad T14s Gen 4 21F80041GE - AMD Device 14e8

Gentoo 2.15 - 6.10.5-gentoo-dist - GNOME Shell 45.5

4 Systems - 99 Benchmark Results

AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Arch Linux - 6.10.5-arch1-1 - GNOME Shell 46.4

3 Systems - 99 Benchmark Results

AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

cachyos rolling - 6.10.5-2-cachyos - KDE Plasma 6.1.4

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 413 Benchmark Results

AMD Ryzen 7 7840U - Framework Laptop 13 - AMD Device 14e8

Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0

18 Systems - 442 Benchmark Results

AMD Ryzen 9 7900X3D 12-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 24.04 - 6.10.0-061000rc2-generic - GNOME Shell 46.0

2 Systems - 1012 Benchmark Results

4 Systems - 305 Benchmark Results

2 x Intel Xeon 6780E - Quanta Cloud QuantaGrid D55Q-2U S7Q-MB-MPS-MDP - Intel Ice Lake IEH

Clear Linux OS 41900 - 6.9.5-1441.native - GCC 14.1.1 20240618 releases

3 Systems - 26 Benchmark Results

Intel Core i7-1280P - MSI Prestige 14Evo A12M MS-14C6 - Intel Alder Lake PCH

Ubuntu 23.10 - 6.7.0-060700-generic - GNOME Shell 45.2

3 Systems - 111 Benchmark Results

2 x AMD EPYC 9734 112-Core - AMD Titanite_4G - AMD Device 14a4

Ubuntu 24.04 - 6.8.0-22-generic - GCC 13.2.0

2 Systems - 29 Benchmark Results

Intel Core i7-1185G7 - Dell XPS 13 9310 0DXP1F - Intel Tiger Lake-LP

Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1

2 Systems - 29 Benchmark Results

Intel Core i7-1185G7 - Dell XPS 13 9310 0DXP1F - Intel Tiger Lake-LP

Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1

2 Systems - 107 Benchmark Results

AMD Ryzen 7 7840U - PHX Swift SFE16-43 Ray_PEU - AMD Device 14e8

Tuxedo 22.04 - 6.5.0-10022-tuxedo - KDE Plasma 5.27.10

3 Systems - 17 Benchmark Results

AMD Ryzen 7 7840U - Framework Laptop 13 - AMD Device 14e8

Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9

3 Systems - 17 Benchmark Results

Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f

Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9

2 Systems - 50 Benchmark Results

AMD Ryzen 7 PRO 5850U - LENOVO ThinkPad T14s Gen 2a 20XF004WUS - AMD Renoir

Fedora Linux 39 - 6.5.8-300.fc39.x86_64 - GNOME Shell 45.0

2 Systems - 107 Benchmark Results

AMD Ryzen 7 7840U - PHX Swift SFE16-43 Ray_PEU - AMD Device 14e8

Tuxedo 22.04 - 6.5.0-10022-tuxedo - KDE Plasma 5.27.10
Find More Test Results