PyPerformance

PyPerformance is the reference Python performance benchmark suite.

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

Project Site

pyperformance.readthedocs.io

Test Created

11 January 2020

Last Updated

28 May 2020

Test Maintainer

Michael Larabel

Test Type

System

Average Install Time

4 Seconds

Average Run Time

2 Minutes, 53 Seconds

Accolades

5k+ Downloads

Supported Platforms

Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsPyPerformance Popularity Statisticspts/pyperformance2020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012K4K6K8K10K
* 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.
Data current as of Sat, 23 Jan 2021 07:07:57 GMT.
go6.4%raytrace8.0%crypto_pyaes7.8%python_startup9.3%nbody6.8%float7.8%json_loads8.7%pathlib9.1%regex_compile10.5%chaos5.4%pickle_pure_python6.0%2to36.8%django_template7.4%Benchmark Option PopularityOpenBenchmarking.org

Revision History

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 1.0.0

Benchmark: regex_compile

OpenBenchmarking.org metrics for this test profile configuration based on 940 public results since 11 January 2020 with the latest data as of 17 January 2021.

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
# Matching Public Results
Milliseconds (Average)
AMD Ryzen 9 5950X 16-Core
98th
12
123 +/- 1
AMD Ryzen 7 5800X 8-Core
97th
5
125 +/- 2
AMD Ryzen 5 5600X 6-Core
96th
7
127 +/- 1
Intel Core i7-1165G7
94th
9
134 +/- 5
Intel Core i9-9900KS
88th
7
141 +/- 4
Intel Core i9-9900K
88th
11
141 +/- 6
Intel Core i9-10900K
87th
30
142 +/- 29
Intel Xeon E-2288G
87th
7
145 +/- 19
Intel Core i9-10980XE
87th
28
145 +/- 14
Intel Core i7-8700K
86th
5
146 +/- 5
Intel Core i9-7980XE
86th
4
149 +/- 6
AMD Ryzen 9 5900X 12-Core
86th
15
149
Intel Core i7-7700K
85th
6
150 +/- 1
AMD Ryzen 7 3800XT 8-Core
84th
4
151 +/- 3
Intel Core i5-10600K
83rd
14
152 +/- 23
Intel Core i7-7900X
82nd
3
154
Intel Core i3-10100
77th
10
158 +/- 3
AMD Ryzen 9 3950X 16-Core
77th
10
158 +/- 5
AMD Ryzen 3 3300X 4-Core
76th
4
159 +/- 3
Mid-Tier
75th
> 159
Intel Xeon Gold 6250
75th
3
160 +/- 13
2 x Intel Xeon Gold 6250
75th
3
160 +/- 13
AMD Ryzen 9 3900X 12-Core
73rd
17
161 +/- 6
Intel Core i7-10875H
73rd
6
161 +/- 3
AMD Ryzen Threadripper 3960X 24-Core
73rd
3
161 +/- 7
AMD Ryzen 7 3700X 8-Core
71st
5
163 +/- 7
AMD Ryzen 7 3800X 8-Core
71st
4
163 +/- 1
AMD Ryzen 5 3600X 6-Core
70th
5
164 +/- 8
Intel Core i5-7600K
70th
5
164 +/- 4
Intel Core i7-1065G7
68th
6
165 +/- 16
AMD Ryzen Threadripper 3970X 32-Core
68th
24
166 +/- 18
Intel Core i7-9750H
68th
4
166 +/- 8
Intel Xeon Silver 4215R
67th
5
167 +/- 12
Intel Xeon E3-1280 v5
62nd
3
169 +/- 2
Intel Pentium Gold G6400
62nd
5
169 +/- 6
AMD Ryzen 9 3900XT 12-Core
62nd
10
169 +/- 50
AMD Ryzen 3 3100 4-Core
61st
7
170 +/- 3
AMD EPYC 7F52 16-Core
61st
13
172 +/- 7
Intel Core i5-9400F
61st
5
172 +/- 7
Intel Xeon Gold 6226R
61st
14
172 +/- 9
AMD EPYC 7F32 8-Core
60th
8
173 +/- 8
AMD Ryzen Threadripper 3990X 64-Core
60th
18
173 +/- 27
2 x Intel Xeon Platinum 8280
58th
10
175 +/- 13
Intel Xeon Gold 5218
57th
11
176 +/- 13
Intel Xeon Platinum 8280
57th
4
176 +/- 14
2 x Intel Xeon Gold 6226R
57th
3
176 +/- 15
Intel Core i7-4790K
56th
4
177 +/- 3
2 x Intel Xeon Gold 5220R
56th
5
178 +/- 14
AMD EPYC 7F72 24-Core
55th
15
180 +/- 4
Intel Xeon Gold 6230R
55th
3
180 +/- 15
Intel Xeon Gold 5217
55th
6
180 +/- 12
Intel Core i3-7100
55th
5
180 +/- 6
2 x AMD EPYC 7F52 16-Core
55th
3
181 +/- 11
Intel Xeon Gold 5220R
55th
4
181 +/- 15
Intel Xeon E3-1260L v5
55th
3
182
Intel Core i7-7700
53rd
3
185 +/- 40
Intel Core i7-9700TE
52nd
4
187 +/- 2
Median
50th
189
2 x Intel Xeon Platinum 8272CL
49th
4
190 +/- 1
AMD EPYC 7542 32-Core
47th
5
192 +/- 5
Intel Xeon Silver 4214R
47th
5
192 +/- 14
AMD EPYC 7262 8-Core
42nd
5
195 +/- 6
AMD EPYC 7552 48-Core
42nd
6
195 +/- 5
AMD EPYC 7502 32-Core
40th
4
196 +/- 5
AMD Ryzen 7 1800X Eight-Core
38th
3
198 +/- 1
AMD EPYC 7532 32-Core
38th
6
198 +/- 4
Intel Celeron G5900
38th
5
199 +/- 7
AMD EPYC 7702 64-Core
38th
7
199 +/- 13
AMD EPYC 7402P 24-Core
38th
7
199 +/- 11
AMD EPYC 7452 32-Core
38th
9
199 +/- 10
AMD EPYC 7502P 32-Core
38th
9
199 +/- 11
2 x Intel Xeon Platinum 8259L
37th
5
200
AMD Ryzen Threadripper 2990WX 32-Core
36th
3
201 +/- 10
AMD EPYC 7662 64-Core
35th
7
202 +/- 14
AMD EPYC 7282 16-Core
31st
7
205 +/- 6
AMD EPYC 7272 12-Core
30th
4
206 +/- 6
AMD EPYC 7642 48-Core
30th
13
206 +/- 11
AMD EPYC 7252 8-Core
30th
4
206 +/- 5
AMD EPYC 7352 24-Core
29th
6
207 +/- 4
Intel Core i7-5960X
28th
5
208 +/- 7
2 x AMD EPYC 7742 64-Core
28th
9
209 +/- 11
AMD Ryzen 3 1300X
27th
3
210 +/- 1
Intel Xeon Silver 4216
27th
12
210 +/- 13
AMD Ryzen 5 2600 Six-Core
26th
4
213 +/- 14
Low-Tier
25th
> 213
AMD EPYC 7232P 8-Core
25th
9
214 +/- 14
2 x AMD EPYC 7262 8-Core
25th
3
215 +/- 12
Intel Core i7-4558U
25th
4
215 +/- 9
AMD Ryzen 7 2700 Eight-Core
23rd
3
217 +/- 1
AMD Ryzen 5 2400G
23rd
3
219 +/- 12
2 x AMD EPYC 7302 16-Core
23rd
4
219 +/- 12
2 x AMD EPYC 7532 32-Core
22nd
4
220 +/- 11
2 x Intel Xeon Silver 4216
22nd
4
220 +/- 18
2 x AMD EPYC 7272 12-Core
21st
4
224 +/- 13
Intel Xeon Silver 4210R
21st
3
225 +/- 18
AMD EPYC 7302P 16-Core
21st
11
225 +/- 49
2 x AMD EPYC 7352 24-Core
20th
4
227 +/- 13
2 x AMD EPYC 7252 8-Core
20th
5
227 +/- 11
2 x AMD EPYC 7282 16-Core
20th
3
228 +/- 10
AMD Ryzen 7 1700 Eight-Core
18th
9
232 +/- 18
Intel Xeon Platinum 8253
18th
3
234 +/- 5
Intel Core i7-2700K
14th
3
252 +/- 12
Intel Core i7-4960X
14th
4
257 +/- 2
AMD EPYC 7601 32-Core
13th
3
263 +/- 15
2 x AMD EPYC 7402 24-Core
13th
4
269 +/- 51
2 x AMD EPYC 7601 32-Core
13th
3
270 +/- 1
Intel Core i7-3517U
10th
3
325 +/- 1
AMD A10-7850K APU
9th
3
336 +/- 2
Intel Core i5-2520M
8th
3
348
POWER9 44-Core
7th
10
453
ARMv7 4-Core
6th
4
470
ARMv8 Cortex-A72 4-Core
5th
26
535
Ampere eMAG ARMv8 32-Core
4th
3
609 +/- 2
ARMv7 rev 3 4-Core
4th
8
614
ARMv7 Cortex-A72 4-Core
3rd
8
707
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: regex_compile940 Results Range From 1 To 998 Milliseconds1336597129161193225257289321353385417449481513545577609641673705737769801833865897929961993102560120180240300

Based on OpenBenchmarking.org data, the selected test / test configuration (PyPerformance 1.0.0 - Benchmark: regex_compile) 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 BenchmarkBenchmark: regex_compileRun-Time510152025Min: 1 / Avg: 2.33 / Max: 21

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: regex_compileDeviation3691215Min: 0 / Avg: 0.06 / Max: 10

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 23 Benchmark Results

AMD Ryzen 5 4600H - HUAWEI HLYL-WXX9-PCB - AMD Renoir Root Complex

Ubuntu 20.10 - 5.8.0-25-generic - Budgie

1 System - 57 Benchmark Results

2 x AMD EPYC 7402 24-Core - Dell 0GK70M - 8 x 64 GB DDR4-3200MT

CentOS Linux 8 - 5.9.12-1.el8.elrepo.x86_64 - GCC 8.3.1 20191121

5 Systems - 71 Benchmark Results

ARMv7 Cortex-A72 - BCM2711 Raspberry Pi 4 Model B Rev 1.1 - 2048MB

Raspbian 10 - 5.4.51-v7l+ - LXDE 0.10.0

4 Systems - 210 Benchmark Results

POWER9 - PowerNV T2P9D01 REV 1.01 - 64GB

Ubuntu 20.10 - 5.9.10-050910-generic - X Server

3 Systems - 313 Benchmark Results

Intel Core i7-5960X - ASRock X99 Extreme3 - Intel Xeon E7 v3

Ubuntu 20.04 - 5.4.0-58-generic - GNOME Shell 3.36.4

8 Systems - 79 Benchmark Results

AMD Athlon Silver 3050e - LENOVO 3181 - 1 x 4096 MB 2400MHz 4ATF51264HZ-2G6E1

Microsoft Windows 10 Pro Build 19042 - 10.0 - 27.20.11012.8005

5 Systems - 129 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD [AMD] Starship

FreeBSD - 12.2-RELEASE - Clang 10.0.1

7 Systems - 79 Benchmark Results

Intel Core i3-10100 - Gigabyte B460M DS3H - Intel Device 9b63

Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 268 Benchmark Results

Intel Core i5-2520M - HP 161C - Intel 2nd Generation Core DRAM

Ubuntu 18.04 - 4.18.0-20-generic - GNOME Shell 3.28.3

16 Systems - 119 Benchmark Results

Intel Xeon Gold 6226R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0

11 Systems - 217 Benchmark Results

AMD Ryzen 5 3600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

3 Systems - 174 Benchmark Results

Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

Fedora 32 - 5.8.11-200.fc32.x86_64 - GNOME Shell 3.36.6

6 Systems - 136 Benchmark Results

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

Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.3

2 Systems - 403 Benchmark Results

Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-22-generic - GNOME Shell 3.38.0

3 Systems - 406 Benchmark Results

AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship

Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4

2 Systems - 269 Benchmark Results

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

Pop 20.04 - 5.4.0-7626-generic - GNOME Shell 3.36.1

3 Systems - 202 Benchmark Results

Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.8.14-050814-generic - GNOME Shell 3.36.4

12 Systems - 229 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4
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