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

Test Dependencies

Python

Accolades

10k+ Downloads

Supported Platforms

Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsPyPerformance Popularity Statisticspts/pyperformance2020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042K4K6K8K10K
* 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, 10 Apr 2021 03:40:01 GMT.
go6.2%raytrace7.3%crypto_pyaes8.2%python_startup9.1%nbody6.9%float8.3%json_loads7.9%pathlib9.1%regex_compile10.2%chaos5.5%pickle_pure_python5.9%2to37.3%django_template8.0%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 1,358 public results since 11 January 2020 with the latest data as of 6 April 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)
Intel Core i5-11600K
99th
3
120
Intel Core i9-11900K
99th
7
120
AMD Ryzen 9 5950X 16-Core
98th
16
122 +/- 1
AMD Ryzen 7 5800X 8-Core
96th
9
124 +/- 2
AMD Ryzen 5 5600X 6-Core
95th
11
126 +/- 2
Intel Core i7-1165G7
93rd
9
134 +/- 5
Intel Core i9-9900KS
89th
7
141 +/- 4
Intel Core i9-9900K
89th
11
141 +/- 6
Intel Xeon E-2288G
88th
7
145 +/- 19
Intel Core i9-10980XE
88th
28
145 +/- 14
Intel Core i7-8700K
87th
5
146 +/- 5
AMD EPYC 75F3 32-Core
87th
3
149 +/- 1
Intel Core i9-7980XE
87th
4
149 +/- 6
2 x AMD EPYC 75F3 32-Core
87th
5
149
Intel Core i5-10600K
86th
17
150 +/- 21
Intel Core i7-7700K
86th
6
150 +/- 1
AMD Ryzen 7 3800XT 8-Core
85th
4
151 +/- 3
Intel Core i7-7900X
83rd
3
154
Intel Core i3-10100
80th
10
158 +/- 3
AMD Ryzen 9 3950X 16-Core
80th
10
158 +/- 5
Ampere Altra ARMv8 Neoverse-N1 160-Core
80th
5
158 +/- 12
AMD Ryzen 3 3300X 4-Core
79th
4
159 +/- 3
2 x Intel Xeon Gold 6250
78th
3
160 +/- 13
Intel Xeon Gold 6250
78th
3
160 +/- 13
Mid-Tier
75th
> 160
Intel Core i7-10875H
70th
6
161 +/- 3
AMD Ryzen 9 3900X 12-Core
70th
17
161 +/- 6
AMD Ryzen Threadripper 3960X 24-Core
70th
3
161 +/- 7
AMD Ryzen 7 3800X 8-Core
68th
4
163 +/- 1
AMD Ryzen 7 3700X 8-Core
68th
5
163 +/- 7
AMD Ryzen 5 3600X 6-Core
67th
5
164 +/- 8
Intel Core i5-7600K
67th
5
164 +/- 4
Intel Core i7-1065G7
66th
6
165 +/- 16
2 x AMD EPYC 7713 64-Core
65th
5
166 +/- 1
Intel Core i7-9750H
65th
4
166 +/- 8
AMD Ryzen Threadripper 3970X 32-Core
65th
24
166 +/- 18
Intel Xeon Silver 4215R
64th
5
167 +/- 12
AMD EPYC 7713 64-Core
61st
4
169 +/- 9
Intel Pentium Gold G6400
61st
5
169 +/- 6
Intel Xeon E3-1280 v5
61st
3
169 +/- 2
2 x Intel Xeon Platinum 8280
61st
22
169 +/- 10
AMD Ryzen 3 3100 4-Core
60th
7
170 +/- 3
AMD Ryzen Threadripper PRO 3975WX 32-Cores
59th
3
171 +/- 18
AMD EPYC 7F32 8-Core
59th
13
171 +/- 3
Intel Xeon Gold 6258R
59th
5
171 +/- 10
Intel Xeon Platinum 8280
59th
7
172 +/- 11
Intel Core i5-9400F
59th
5
172 +/- 7
2 x AMD EPYC 7763 64-Core
59th
6
172 +/- 1
Intel Xeon Gold 6226R
59th
14
172 +/- 9
AMD EPYC 7763 64-Core
56th
3
175 +/- 2
2 x Intel Xeon Gold 5220R
56th
8
175 +/- 11
Intel Xeon Gold 5218
56th
13
175 +/- 12
2 x Intel Xeon Gold 6226R
55th
3
176 +/- 15
Intel Core i7-4790K
54th
4
177 +/- 3
Intel Xeon Gold 5220R
54th
7
177 +/- 12
2 x AMD EPYC 7F52 16-Core
54th
6
179 +/- 8
Intel Core i3-7100
53rd
5
180 +/- 6
Intel Xeon Gold 6230R
53rd
3
180 +/- 15
AMD EPYC 7F72 24-Core
53rd
16
180 +/- 3
Intel Xeon Gold 5217
53rd
6
180 +/- 12
Intel Xeon E3-1260L v5
53rd
3
182
Median
50th
186
2 x AMD EPYC 7F72 24-Core
50th
6
187 +/- 8
Intel Core i7-9700TE
50th
4
187 +/- 2
2 x Intel Xeon Platinum 8272CL
48th
4
190 +/- 1
Intel Xeon Silver 4214R
47th
5
192 +/- 14
AMD EPYC 7262 8-Core
44th
5
195 +/- 6
AMD EPYC 7542 32-Core
44th
9
195 +/- 5
AMD EPYC 7502 32-Core
35th
4
196 +/- 5
AMD EPYC 7742 64-Core
34th
7
197 +/- 2
AMD EPYC 7552 48-Core
33rd
11
198 +/- 5
AMD Ryzen 7 1800X Eight-Core
33rd
3
198 +/- 1
AMD EPYC 7502P 32-Core
32nd
14
199 +/- 8
AMD EPYC 7702 64-Core
32nd
12
199 +/- 9
AMD EPYC 7452 32-Core
32nd
9
199 +/- 10
Intel Celeron G5900
32nd
5
199 +/- 7
AMD EPYC 7532 32-Core
32nd
11
200 +/- 4
2 x Intel Xeon Platinum 8259L
32nd
5
200
AMD EPYC 7402P 24-Core
32nd
12
200 +/- 9
AMD Ryzen Threadripper 2990WX 32-Core
30th
3
201 +/- 10
AMD EPYC 7662 64-Core
30th
12
202 +/- 10
Low-Tier
25th
> 204
AMD EPYC 7642 48-Core
25th
18
205 +/- 9
AMD EPYC 7252 8-Core
24th
4
206 +/- 5
AMD EPYC 7282 16-Core
23rd
12
207 +/- 5
2 x AMD EPYC 7742 64-Core
23rd
14
207 +/- 10
AMD EPYC 7352 24-Core
23rd
6
207 +/- 4
AMD EPYC 7272 12-Core
23rd
9
207 +/- 4
Intel Core i7-5960X
23rd
5
208 +/- 7
AMD Ryzen 3 1300X
21st
3
210 +/- 1
Intel Xeon Silver 4216
21st
12
210 +/- 13
AMD EPYC 7232P 8-Core
20th
14
212 +/- 12
AMD Ryzen 5 2600 Six-Core
20th
4
213 +/- 14
Intel Core i7-4558U
19th
4
215 +/- 9
2 x AMD EPYC 7262 8-Core
19th
3
215 +/- 12
AMD Ryzen 7 2700 Eight-Core
18th
3
217 +/- 1
AMD Ryzen 5 2400G
18th
3
219 +/- 12
2 x AMD EPYC 7302 16-Core
18th
4
219 +/- 12
2 x Intel Xeon Silver 4216
17th
4
220 +/- 18
2 x AMD EPYC 7532 32-Core
17th
4
220 +/- 11
2 x AMD EPYC 7272 12-Core
16th
4
224 +/- 13
Intel Xeon Silver 4210R
16th
3
225 +/- 18
2 x AMD EPYC 7352 24-Core
16th
4
227 +/- 13
2 x AMD EPYC 7252 8-Core
16th
5
227 +/- 11
2 x AMD EPYC 7282 16-Core
15th
3
228 +/- 10
AMD Ryzen 7 1700 Eight-Core
15th
9
232 +/- 18
Intel Xeon Platinum 8253
14th
3
234 +/- 5
Intel Core i7-2700K
11th
3
252 +/- 12
Intel Core i7-4960X
11th
4
257 +/- 2
2 x AMD EPYC 7601 32-Core
11th
6
257 +/- 14
AMD EPYC 7601 32-Core
11th
3
263 +/- 15
Intel Core i7-3517U
7th
3
325 +/- 1
AMD A10-7850K APU
7th
3
336 +/- 2
Intel Core i5-2520M
6th
3
348
POWER9 44-Core
5th
10
453
Ampere eMAG ARMv8 32-Core
3rd
3
609 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: regex_compile1358 Results Range From 1 To 998 Milliseconds1336597129161193225257289321353385417449481513545577609641673705737769801833865897929961993102580160240320400

Based on OpenBenchmarking.org data, the selected test / test configuration (PyPerformance 1.0.0 - Benchmark: regex_compile) 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: regex_compileRun-Time48121620Min: 1 / Avg: 2.09 / Max: 14

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.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BasePyPerformance CPU Core ScalingBenchmark: regex_compile4681618243248641280.69791.39582.09372.79163.4895

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.

Recent Test Results

OpenBenchmarking.org Results Compare

5 Systems - 67 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

1 System - 212 Benchmark Results

Intel Core i5-8250U - LENOVO 20L7CTO1WW - Intel Xeon E3-1200 v6

Debian testing - 5.10.0-5-amd64 - GNOME Shell 3.38.4

9 Systems - 442 Benchmark Results

Intel Core i5-10600K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3

26 Systems - 438 Benchmark Results

2 x AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship

Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - GNOME Shell 3.36.4

1 System - 323 Benchmark Results

Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Tiger Lake-H

Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3

25 Systems - 438 Benchmark Results

2 x AMD EPYC 7F52 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship

Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - GNOME Shell 3.36.4

8 Systems - 439 Benchmark Results

Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Tiger Lake-H

Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3

5 Systems - 74 Benchmark Results

Intel Pentium Gold G6400 - Gigabyte B460M DS3H - Intel Device 9b73

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

4 Systems - 10 Benchmark Results

ARMv8 Cortex-A77 - Qualcomm KONA qrb5165 IOT RB5 - 8GB

Ubuntu 18.04 - 4.19.125 - GCC 7.5.0

5 Systems - 74 Benchmark Results

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

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

24 Systems - 333 Benchmark Results

2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - GNOME Shell 3.36.4

1 System - 64 Benchmark Results

Intel Core i5-2450M - Sony VAIO - Intel 2nd Generation Core DRAM

Pop 20.04 - 5.8.0-7642-generic - GNOME Shell 3.36.4

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

2 x 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 - 14 Benchmark Results

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

Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1

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

3 Systems - 301 Benchmark Results

Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH

Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3

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 - 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

2 Systems - 403 Benchmark Results

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

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

4 Systems - 41 Benchmark Results

Intel Core i7-8650U - LENOVO 20L9001GUS - Intel Xeon E3-1200 v6

Arch Linux - 5.10.15-hardened1-1-hardened - GNOME Shell 3.38.3

12 Systems - 229 Benchmark Results

AMD Ryzen 9 5950X 16-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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