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

* 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 17 November 2024.

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 407 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)

Intel Core Ultra 9 285K

100th

AMD Ryzen 7 9700X 8-Core

96th

AMD Ryzen 9 9900X 12-Core

92nd

AMD Ryzen 5 9600X 6-Core

91st

Intel Core Ultra 5 245K

91st

AMD Ryzen 9 9950X 16-Core

86th

35 ^{+/- 2}

Intel Core i9-14900K

86th

AMD Ryzen 7 9800X3D 8-Core

84th

Intel Core i5-14600K

78th

AMD Ryzen 5 7600X 6-Core

77th

AMD Ryzen 7 7700X 8-Core

77th

Mid-Tier

75th

> 41

AMD Ryzen 9 7950X 16-Core

75th

AMD Ryzen 9 7900 12-Core

75th

AMD Ryzen 9 7950X3D 16-Core

73rd

AMD Ryzen 7 7700 8-Core

72nd

Intel Core i9-13900K

72nd

AMD Ryzen 9 7900X 12-Core

67th

42 ^{+/- 1}

Intel Core i5-14500

67th

AMD Ryzen 9 7900X3D 12-Core

66th

AMD Ryzen 7 8700G

63rd

AMD Ryzen Threadripper 7980X 64-Cores

61st

AMD Ryzen 5 8600G

59th

AMD Ryzen 5 7600 6-Core

59th

43 ^{+/- 1}

Intel Core i5-13600K

56th

Intel Core i3-14100

56th

Intel Core i5-13400

51st

AMD Ryzen 7 7800X3D 8-Core

51st

Median

50th

AMD Ryzen 5 8400F 6-Core

50th

Intel Core i5-14400F

47th

47 ^{+/- 2}

Intel Core i7-1280P

45th

49 ^{+/- 5}

AMD Ryzen 9 5950X 16-Core

43rd

AMD Ryzen 7 5800X 8-Core

40th

AMD Ryzen 9 5900X 12-Core

38th

AMD Ryzen 5 5600X 6-Core

36th

Intel Core i7-1165G7

35th

54 ^{+/- 1}

ARMv8 Neoverse-V2 72-Core

33rd

Intel Core i7-1185G7

33rd

55 ^{+/- 2}

AMD Ryzen 7 5800X3D 8-Core

33rd

55 ^{+/- 2}

AMD Ryzen AI 9 HX 370

32nd

2 x AMD EPYC 9374F 32-Core

31st

Intel Core i5-12600K

27th

Low-Tier

25th

> 59

AMD Ryzen 5 5500

24th

Intel Core i7-1065G7

23rd

65 ^{+/- 1}

AMD Ryzen 7 PRO 6850U

23rd

ARMv8 Neoverse-V2 96-Core

23rd

2 x AMD EPYC 9534 64-Core

19th

AMD Ryzen 7 PRO 5850U

15th

71 ^{+/- 2}

2 x Intel Xeon 6780E

12th

79 ^{+/- 5}

2 x AMD EPYC 9734 112-Core

11th

2 x AMD EPYC 9454 48-Core

9th

Intel Xeon Silver 4216

7th

Intel Core i9-10980XE

6th

AMD Ryzen Threadripper 3970X 32-Core

5th

107

AMD Ryzen Threadripper 3990X 64-Core

3rd

111 ^{+/- 1}

ARMv8 Cortex-A72 16-Core

1st

227

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.

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.

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 72-Core, ARMv8 Neoverse-V2 96-Core, AmpereOne 192-Core

sssx 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
eee Featured Graphics Comparison	AMD Phoenix1 - AMD Radeon 780M 512MB
AMD Ryzen 7 9800X3D Linux CPU Benchmarks 33 Systems - 367 Benchmark Results
AMD Ryzen 9 5900X 12-Core Benchmarks 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
Intel Core Ultra 5 245K vs. Core Ultra 9 285K Linux Benchmarks 4 Systems - 856 Benchmark Results
gh200 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
gh200 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
Tuxedo Drivers Ryzen 7 7840HS Linux Perf 3 Systems - 242 Benchmark Results	AMD Ryzen 7 7840HS - NB05 TUXEDO Pulse 14 Gen3 R14FA1 - AMD Device 14e8 Ubuntu 23.10 - 6.7.0-060700-generic - GNOME Shell 45.2
Intel Core Ultra 7 256V Lunar Lake Linux Benchmarks 6 Systems - 344 Benchmark Results	Intel Core i7-1280P - MSI Prestige 14Evo A12M MS-14C6 - Intel Alder Lake PCH Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0
m6007940hs-96gb-5600mhz-16gb-igpu-performance-tpd-2tb-sn850x-2023-08-21 2 Systems - 76 Benchmark Results
20240918 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
Linux Laptops Ubuntu 24.10 1 System - 1043 Benchmark Results
8845HS Featured Graphics Comparison	AMD Radeon RX 7600 - AMD Radeon RX 7600M XT 8GB
auggie 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
5800X3D 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

Linux - Intel Meteor Lake vs. AMD Zen 4 Laptop Benchmarks 3 Systems - 413 Benchmark Results	Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 24.04 - 6.10.0-061000rc4daily20240621-generic - GNOME Shell 46.0
Intel and AMD Desktop CPUs Mid 2024 Linux Benchmarks 18 Systems - 442 Benchmark Results	Intel Core i5-14400F - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.10.0-061000rc2-generic - GNOME Shell 46.0
Intel Meteor Lake Tuning Benchmark Featured Kernel Comparison	Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 24.04 - 6.10.0-rc2-stock - GNOME Shell 46.0
Linux Laptops 2 Systems - 1012 Benchmark Results
dffsa 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
Intel Xeon 6780E Sierra Forest Clear Linux Performance 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
EPYC 9734 2P AMD Linux 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
july 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
july 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
dddd 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
pyperf ryzen zen 4 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
pyperformance meteor lake 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
dkfkda 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
Desktop Mid 2024 Featured Processor Comparison	AMD Ryzen 9 7900 12-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-061000rc2-generic - GNOME Shell 46.0
dddd 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

PyPerformance

Project Site

Source Repository

Test Created

Last Updated

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Accolades

Supported Platforms

Revision History

Suites Using This Test

Performance Metrics

PyPerformance 1.11

Benchmark: crypto_pyaes

Does It Scale Well With Increasing Cores?

Notable Instruction Set Usage

Tested CPU Architectures

Recent Test Results

Most Popular Test Results