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.ioSource Repository
github.comTest Created
11 January 2020Last Updated
7 June 2024Test Maintainer
Michael LarabelTest Type
SystemAverage Install Time
8 SecondsAverage Run Time
2 Minutes, 9 SecondsTest Dependencies
PythonAccolades
30k+ DownloadsSupported 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 21 December 2024.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:PyPerformance 1.11
Benchmark: async_tree_io
OpenBenchmarking.org metrics for this test profile configuration based on 408 public results since 7 June 2024 with the latest data as of 20 December 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 (PyPerformance 1.11 - Benchmark: async_tree_io) has an average run-time of 8 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 0.1%.
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.
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.
Recent Test Results
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1 System - 628 Benchmark Results |
ARMv8 Cortex-A72 - Raspberry Pi 400 Rev 1.0 - Broadcom BCM2711 Debian 12 - 6.6.63-v8+ - X Server 1.21.1.7 |
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2 Systems - 30 Benchmark Results |
Intel Core i3-N305 - MSI MS-CF03 v1.0 - Intel Alder Lake-N PCH Ubuntu 24.04 - 6.8.0-49-generic - GNOME Shell 46.0 |
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2 Systems - 85 Benchmark Results |
Apple M4 Max - Apple MacBook Pro - 48GB macOS 15.1.1 - 24.1.0 - X Server |
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1 System - 171 Benchmark Results |
AMD Ryzen 9 7945HX - Shenzhen Meigao Electronic Equipment DRFXI - AMD Device 14d8 Ubuntu 22.04 - 6.5.0-45-generic - GNOME Shell 42.9 |
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1 System - 158 Benchmark Results |
Apple M4 - Apple Mac mini - 16GB macOS 15.0 - 24.0.0 - OpenCL 1.2 |
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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 |
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Featured Graphics Comparison |
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33 Systems - 367 Benchmark Results |
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1 System - 40 Benchmark Results
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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
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4 Systems - 856 Benchmark Results
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2 Systems - 147 Benchmark Results
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ARMv8 Neoverse-V2 - Pegatron JIMBO P4352 - 1 x 480GB LPDDR5-6400MT Ubuntu 24.04 - 6.8.0-45-generic-64k - NVIDIA
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1 System - 147 Benchmark Results
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ARMv8 Neoverse-V2 - Pegatron JIMBO P4352 - 1 x 480GB LPDDR5-6400MT Ubuntu 24.04 - 6.8.0-45-generic-64k - NVIDIA
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1 System - 17 Benchmark Results
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Intel Core i9-9880H - LENOVO 20QQS9JB00 - Intel Cannon Lake PCH Fedora 40 - 6.10.9-200.fc40.x86_64 - GNOME Shell 46.5
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1 System - 1043 Benchmark Results
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Featured Graphics Comparison
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Most Popular Test Results
Compare
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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 |
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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 |
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18 Systems - 442 Benchmark Results |
AMD Ryzen 5 7600X 6-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-061000rc2-generic - GNOME Shell 46.0 |
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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 |
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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 |
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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 |
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2 Systems - 1012 Benchmark Results |
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3 Systems - 111 Benchmark Results
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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
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2 Systems - 29 Benchmark Results
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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
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2 Systems - 107 Benchmark Results
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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
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2 Systems - 29 Benchmark Results
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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
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3 Systems - 17 Benchmark Results
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AMD Ryzen 7 7840U - Framework Laptop 13 - AMD Device 14e8 Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9
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3 Systems - 17 Benchmark Results
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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
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Featured Processor Comparison
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AMD Ryzen 9 7950X3D 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.0-061000rc2-generic - GNOME Shell 46.0
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2 Systems - 107 Benchmark Results
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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 |