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

14 Seconds

Average Run Time

2 Minutes, 9 Seconds

Test Dependencies

Python

Accolades

20k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsPyPerformance Popularity Statisticspts/pyperformance2020.012020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112024.012024.032024.052024.0711K22K33K44K55K
* 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 23 July 2024.
pathlib6.1%raytrace5.7%regex_compile6.0%json_loads6.1%asyncio_tcp_ssl5.8%python_startup6.1%float5.8%chaos5.8%crypto_pyaes6.1%gc_collect5.8%django_template5.7%asyncio_websockets5.8%async_tree_io5.8%nbody5.8%go5.8%xml_etree6.0%pickle_pure_python5.8%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: crypto_pyaes

OpenBenchmarking.org metrics for this test profile configuration based on 177 public results since 7 June 2024 with the latest data as of 24 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.

Component
Percentile Rank
# Compatible Public Results
Milliseconds (Average)
Intel Core i9-14900K
98th
6
35
Intel Core i5-14600K
95th
6
40
AMD Ryzen 7 7700X 8-Core
94th
3
41
AMD Ryzen 5 7600X 6-Core
94th
3
41
AMD Ryzen 9 7950X 16-Core
90th
3
41
AMD Ryzen 9 7900 12-Core
90th
3
41
AMD Ryzen 9 7950X3D 16-Core
87th
3
41
AMD Ryzen 7 7700 8-Core
85th
4
41
Intel Core i5-14500
81st
6
42
AMD Ryzen 9 7900X 12-Core
77th
5
42 +/- 1
AMD Ryzen 9 7900X3D 12-Core
77th
5
42
Mid-Tier
75th
> 42
AMD Ryzen Threadripper 7980X 64-Cores
73rd
3
43
AMD Ryzen 7 8700G
72nd
3
43
AMD Ryzen 5 8600G
67th
9
43
AMD Ryzen 5 7600 6-Core
64th
4
44 +/- 1
AMD Ryzen 7 7800X3D 8-Core
55th
9
46
AMD Ryzen 5 8400F 6-Core
54th
4
46
Intel Core i7-1280P
51st
4
46 +/- 5
Median
50th
46
Intel Core i5-14400F
50th
6
46 +/- 2
AMD Ryzen 9 5950X 16-Core
45th
3
53
AMD Ryzen 7 5800X 8-Core
41st
3
53
AMD Ryzen 9 5900X 12-Core
37th
3
53
Intel Core i7-1185G7
35th
5
54 +/- 2
AMD Ryzen 7 5800X3D 8-Core
34th
3
57
AMD Ryzen 5 5500
30th
3
61
AMD Ryzen 7 PRO 6850U
29th
3
65
ARMv8 Neoverse-V2 96-Core
29th
3
65
Low-Tier
25th
> 68
AMD Ryzen 7 PRO 5850U
20th
4
71 +/- 2
2 x Intel Xeon 6780E
15th
6
79 +/- 5
2 x AMD EPYC 9734 112-Core
12th
3
81
2 x AMD EPYC 9454 48-Core
9th
5
85
ARMv8 Cortex-A72 16-Core
3rd
3
227
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: crypto_pyaes134 Results Range From 34 To 278 Milliseconds345066829811413014616217819421022624225827429020406080100

Based on OpenBenchmarking.org data, the selected test / test configuration (PyPerformance 1.11 - Benchmark: crypto_pyaes) has an average run-time of 2 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: crypto_pyaesRun-Time246810Min: 1 / Avg: 1.86 / Max: 3

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 Cortex-A72 16-Core, ARMv8 Neoverse-N1 64-Core, ARMv8 Neoverse-V1 64-Core, ARMv8 Neoverse-V2 96-Core

Recent Test Results

OpenBenchmarking.org Results Compare

2 Systems - 87 Benchmark Results

ARMv8 Neoverse-V2 - Amazon EC2 r8g.metal-24xl - 12 x 64GB DDR5-5600MT

Ubuntu 24.04 - 6.8.0-1009-aws - GCC 13.2.0

1 System - 88 Benchmark Results

ARMv8 Cortex-A72 - Amazon EC2 a1.metal - 32GB

Ubuntu 24.04 - 6.8.0-1009-aws - GCC 13.2.0

1 System - 999 Benchmark Results

1 System - 84 Benchmark Results

Intel Core i5-8600K - Oracle VirtualBox v1.2 - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.15.0-113-generic - GNOME Shell 3.36.9

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

1 System - 96 Benchmark Results

AMD Ryzen 5 5600G - ASUS TUF GAMING B550M-E WIFI - AMD Renoir

Arch rolling - 6.9.10-arch1-1.1 - GNOME Shell 46.3.1

1 System - 17 Benchmark Results

Intel Xeon W-2245 - LENOVO ThinkStation P520 1036 - Intel Sky Lake-E DMI3 Registers

Ubuntu 22.04 - 6.5.0-35-generic - X Server 1.21.1.3

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 - 84 Benchmark Results

AMD Ryzen 7 5800H - Oracle VirtualBox v1.2 - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.15.0-113-generic - GNOME Shell 3.36.9

1 System - 389 Benchmark Results

AMD Ryzen Threadripper 7970X 32-Cores - ASRock TRX50 WS - AMD Device 14a4

Debian 12 - 6.1.0-22-amd64 - GNOME Shell 43.9

1 System - 17 Benchmark Results

2 x AMD EPYC 9454 48-Core - ASUS ESC8000A-E12 K14PG-D24 - AMD Device 14a4

Ubuntu 22.04 - 5.15.0-113-generic - NVIDIA

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

1 System - 17 Benchmark Results

Intel Core i9-12900K - ASUS ROG MAXIMUS Z690 HERO - Intel Device 7aa7

Linuxmint 21.3 - 5.15.0-113-generic - Cinnamon 6.0.4

17 Systems - 40 Benchmark Results

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

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

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 413 Benchmark Results

AMD Ryzen 7 7840HS - Framework Laptop 16 - AMD Device 14e8

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

4 Systems - 305 Benchmark Results

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

Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0

3 Systems - 47 Benchmark Results

AMD Ryzen 7 PRO 6850U - LENOVO ThinkPad X13 Gen 3 21CM0001US - AMD 17h-19h PCIe Root Complex

Fedora Linux 39 - 6.5.7-300.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

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

2 Systems - 1012 Benchmark Results

2 Systems - 51 Benchmark Results

AMD Ryzen 9 5900HX - ASUS ROG Strix G513QY_G513QY G513QY v1.0 - AMD Renoir

Ubuntu 22.10 - 5.19.0-46-generic - GNOME Shell 43.0

4 Systems - 17 Benchmark Results

Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH

Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0

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

18 Systems - 442 Benchmark Results

Intel Core i3-14100 - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH

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

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

4 Systems - 20 Benchmark Results

AMD Ryzen 7 7840HS - Framework Laptop 16 - AMD Device 14e8

Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9
Find More Test Results