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

* 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 current as of 21 September 2021.

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 1,453 public results since 11 January 2020 with the latest data as of 17 September 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

# Compatible Public Results

Milliseconds (Average)

Intel Core i9-11900K

98th

116 ^{+/- 6}

Intel Core i5-11600K

98th

120

AMD Ryzen 9 5950X 16-Core

96th

122 ^{+/- 2}

AMD Ryzen 7 5800X 8-Core

94th

124 ^{+/- 2}

AMD Ryzen 5 5600X 6-Core

92nd

126 ^{+/- 2}

Intel Core i7-1185G7

91st

130 ^{+/- 2}

Intel Core i7-1165G7

90th

133 ^{+/- 5}

Intel Core i9-9900KS

85th

141 ^{+/- 4}

Intel Core i9-9900K

85th

141 ^{+/- 6}

Intel Core i9-10980XE

84th

142 ^{+/- 12}

Intel Xeon E-2288G

84th

145 ^{+/- 19}

Intel Core i7-8700K

84th

146 ^{+/- 5}

2 x AMD EPYC 75F3 32-Core

83rd

147 ^{+/- 3}

AMD EPYC 75F3 32-Core

83rd

149 ^{+/- 1}

Intel Core i9-7980XE

83rd

149 ^{+/- 6}

Intel Core i5-10600K

82nd

150 ^{+/- 21}

Intel Core i7-7700K

82nd

150 ^{+/- 1}

AMD Ryzen 7 3800XT 8-Core

81st

151 ^{+/- 3}

Intel Core i7-7900X

79th

154

AMD Ryzen 5 PRO 4650G

77th

157 ^{+/- 1}

Intel Core i3-10100

76th

158 ^{+/- 3}

AMD Ryzen 9 3950X 16-Core

76th

158 ^{+/- 5}

Ampere Altra ARMv8 Neoverse-N1 160-Core

76th

158 ^{+/- 12}

Mid-Tier

75th

> 158

AMD Ryzen 3 3300X 4-Core

75th

159 ^{+/- 3}

2 x Intel Xeon Gold 6250

74th

160 ^{+/- 13}

Intel Xeon Gold 6250

74th

160 ^{+/- 13}

Intel Core i7-10875H

68th

161 ^{+/- 3}

AMD Ryzen 9 3900X 12-Core

68th

161 ^{+/- 6}

AMD Ryzen Threadripper 3960X 24-Core

68th

161 ^{+/- 7}

Intel Core i7-1065G7

66th

163 ^{+/- 15}

AMD Ryzen 7 3800X 8-Core

66th

163 ^{+/- 1}

AMD Ryzen 7 3700X 8-Core

66th

163 ^{+/- 7}

AMD Ryzen 5 3600X 6-Core

65th

164 ^{+/- 8}

Intel Core i5-7600K

65th

164 ^{+/- 4}

Intel Core i7-8565U

63rd

165 ^{+/- 2}

AMD Ryzen Threadripper 3970X 32-Core

63rd

166 ^{+/- 18}

AMD Ryzen 5 3500X 6-Core

63rd

166 ^{+/- 2}

Intel Core i7-9750H

63rd

166 ^{+/- 8}

2 x AMD EPYC 7713 64-Core

63rd

166 ^{+/- 1}

Intel Xeon Silver 4215R

61st

167 ^{+/- 12}

AMD Ryzen Threadripper 3990X 64-Core

61st

167 ^{+/- 19}

AMD EPYC 7713 64-Core

59th

168 ^{+/- 8}

2 x Intel Xeon Platinum 8280

59th

168 ^{+/- 10}

AMD Ryzen 5 3600 6-Core

57th

169 ^{+/- 8}

Intel Xeon E3-1280 v5

57th

169 ^{+/- 2}

Intel Pentium Gold G6400

57th

169 ^{+/- 6}

AMD EPYC 7763 64-Core

57th

170 ^{+/- 5}

AMD Ryzen 3 3100 4-Core

57th

170 ^{+/- 3}

Intel Xeon Gold 6258R

56th

171 ^{+/- 10}

Intel Core i5-9400F

56th

171 ^{+/- 6}

AMD EPYC 7F32 8-Core

56th

171 ^{+/- 3}

AMD Ryzen Threadripper PRO 3975WX 32-Cores

56th

171 ^{+/- 18}

Intel Xeon Gold 6226R

55th

172 ^{+/- 9}

Intel Xeon Platinum 8280

55th

172 ^{+/- 11}

2 x AMD EPYC 7763 64-Core

54th

173 ^{+/- 5}

2 x Intel Xeon Gold 5220R

53rd

175 ^{+/- 11}

Intel Xeon Gold 5218

53rd

175 ^{+/- 12}

2 x Intel Xeon Gold 6226R

52nd

176 ^{+/- 15}

Intel Xeon Gold 5220R

51st

177 ^{+/- 12}

Intel Core i7-4790K

51st

177 ^{+/- 3}

Median

50th

178

2 x AMD EPYC 7F52 16-Core

50th

179 ^{+/- 8}

Intel Xeon Gold 6230R

50th

180 ^{+/- 15}

Intel Core i3-7100

50th

180 ^{+/- 6}

AMD EPYC 7F72 24-Core

50th

180 ^{+/- 3}

Intel Xeon Gold 5217

50th

180 ^{+/- 12}

Intel Xeon E3-1260L v5

49th

182

Intel Core i7-9700TE

47th

187 ^{+/- 2}

2 x AMD EPYC 7F72 24-Core

47th

187 ^{+/- 8}

2 x Intel Xeon Platinum 8272CL

45th

190 ^{+/- 1}

Intel Xeon Silver 4214R

43rd

192 ^{+/- 14}

AMD EPYC 7262 8-Core

40th

195 ^{+/- 6}

AMD EPYC 7542 32-Core

40th

195 ^{+/- 5}

AMD EPYC 7502 32-Core

34th

196 ^{+/- 5}

AMD EPYC 7742 64-Core

32nd

197 ^{+/- 2}

AMD Ryzen 7 1800X Eight-Core

32nd

198 ^{+/- 1}

AMD EPYC 7552 48-Core

32nd

198 ^{+/- 5}

AMD EPYC 7502P 32-Core

31st

199 ^{+/- 8}

Intel Celeron G5900

31st

199 ^{+/- 7}

AMD EPYC 7702 64-Core

31st

199 ^{+/- 9}

AMD EPYC 7452 32-Core

31st

199 ^{+/- 10}

AMD EPYC 7532 32-Core

31st

200 ^{+/- 4}

2 x Intel Xeon Platinum 8259L

31st

200

AMD EPYC 7402P 24-Core

31st

200 ^{+/- 9}

AMD Ryzen Threadripper 2990WX 32-Core

29th

201 ^{+/- 10}

AMD EPYC 7662 64-Core

29th

202 ^{+/- 10}

Low-Tier

25th

> 204

AMD EPYC 7642 48-Core

24th

205 ^{+/- 9}

AMD EPYC 7252 8-Core

23rd

206 ^{+/- 5}

2 x AMD EPYC 7742 64-Core

23rd

207 ^{+/- 10}

AMD EPYC 7282 16-Core

23rd

207 ^{+/- 5}

AMD EPYC 7272 12-Core

23rd

207 ^{+/- 4}

Intel Core i7-5960X

22nd

208 ^{+/- 7}

AMD EPYC 7352 24-Core

21st

209 ^{+/- 8}

Intel Xeon Silver 4216

21st

210 ^{+/- 13}

AMD Ryzen 3 1300X

21st

210 ^{+/- 1}

AMD EPYC 7232P 8-Core

20th

212 ^{+/- 12}

AMD Ryzen 5 2600 Six-Core

20th

213 ^{+/- 14}

2 x AMD EPYC 7262 8-Core

19th

215 ^{+/- 12}

Intel Core i7-4558U

19th

215 ^{+/- 9}

AMD Ryzen 7 2700 Eight-Core

18th

217 ^{+/- 1}

AMD Ryzen 5 2400G

17th

219 ^{+/- 12}

2 x AMD EPYC 7302 16-Core

17th

219 ^{+/- 12}

2 x AMD EPYC 7532 32-Core

17th

220 ^{+/- 11}

2 x Intel Xeon Silver 4216

17th

220 ^{+/- 18}

2 x AMD EPYC 7272 12-Core

16th

224 ^{+/- 13}

Intel Xeon Silver 4210R

16th

225 ^{+/- 18}

2 x AMD EPYC 7252 8-Core

16th

227 ^{+/- 11}

2 x AMD EPYC 7352 24-Core

16th

227 ^{+/- 13}

2 x AMD EPYC 7282 16-Core

15th

228 ^{+/- 10}

AMD Ryzen 7 1700 Eight-Core

14th

232 ^{+/- 18}

Intel Xeon Platinum 8253

14th

234 ^{+/- 5}

Intel Core i7-2700K

12th

252 ^{+/- 12}

2 x AMD EPYC 7601 32-Core

11th

257 ^{+/- 14}

Intel Core i7-4960X

11th

257 ^{+/- 2}

AMD EPYC 7601 32-Core

11th

263 ^{+/- 15}

Intel Core i7-3517U

8th

325 ^{+/- 1}

AMD A10-7850K APU

7th

336 ^{+/- 2}

Intel Core i5-2520M

6th

348

POWER9 44-Core

5th

453

Ampere eMAG ARMv8 32-Core

3rd

609 ^{+/- 2}

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.

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.

ste40try2 1 System - 69 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASRock X570 PG Velocita - AMD Starship Pop 21.04 - 5.11.0-7620-generic - GNOME Shell 3.38.4
ste40.ptl 1 System - 86 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASRock X570 PG Velocita - AMD Starship Pop 21.04 - 5.11.0-7620-generic - GNOME Shell 3.38.4
ste40.ptl 1 System - 86 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASRock X570 PG Velocita - AMD Starship Pop 21.04 - 5.11.0-7620-generic - GNOME Shell 3.38.4
sifive riscv hifive unmatched 1 System - 102 Benchmark Results	SiFive RISC-V - SiFive HiFive Unmatched A00 - 16GB Ubuntu 21.04 - 5.11.0-1018-generic - GCC 10.3.0
Windows 11 WSL Performance 2 Systems - 140 Benchmark Results	AMD Ryzen 9 5900X 12-Core - 8GB - 2 x 275GB Virtual Disk Ubuntu 20.04 - 5.10.16.3-microsoft-standard-WSL2 - Wayland
Windows 11 WSL Performance 1 System - 166 Benchmark Results	AMD Ryzen 9 5900X 12-Core - 8GB - 2 x 275GB Virtual Disk Ubuntu 20.04 - 5.10.16.3-microsoft-standard-WSL2 - Wayland
red-5950-pyperformance-2 1 System - 13 Benchmark Results	AMD Ryzen 9 5950X 16-Core - Gigabyte X570 AORUS PRO - AMD Starship Ubuntu 20.04 - 5.11.0-34-generic - KDE Plasma
Raspberry Pi 4 vs. Intel Comet Lake 5 Systems - 74 Benchmark Results	Intel Atom 330 - VS Company VS-AD330 - Intel 82945G Ubuntu 20.04 - 5.4.0-81-generic - LXQt 0.14.1
5950X Ryzen AMD P-State 1 System - 216 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.10 - 5.14.0-rc7-amd-pstate-phx - GNOME Shell 40.2
resultpc 2 Systems - 67 Benchmark Results	Intel Core i5-6600K - MSI Z170A KRAIT GAMING 3X - Intel Xeon E3-1200 v5 Ubuntu 21.04 - 5.11.0-34-generic - GNOME Shell 3.38.4
Raspberry Pi 4 vs. Intel Comet Lake 5 Systems - 71 Benchmark Results	AMD Ryzen 7 2700X Eight-Core - ASUS PRIME B450M-A - AMD 17h Ubuntu 20.04 - 5.4.0-81-generic - KDE Frameworks 5.68.0
Raspberry Pi 4 vs. Intel Comet Lake 5 Systems - 67 Benchmark Results	Intel Celeron G5900 - Gigabyte B460M DS3H - Intel Device 9b73 Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4
Raspberry Pi 4 vs. Intel Comet Lake 5 Systems - 67 Benchmark Results	Intel Celeron G5900 - Gigabyte B460M DS3H - Intel Device 9b73 Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4
contabo-vps-s-ssd-python 1 System - 23 Benchmark Results	Intel Xeon E5-2630 v4 - QEMU Standard PC - Intel 440FX 82441FX PMC Ubuntu 20.04 - 5.4.0-81-generic - 1.0.2
Ubuntu 21.04 Rocket Lake 1 System - 117 Benchmark Results	Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Device 43ef Ubuntu 21.04 - 5.11.0-31-generic - GNOME Shell 3.38.4

Sandy 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
Xeon & EPYC Tests 16 Systems - 119 Benchmark Results	2 x Intel Xeon Gold 5220R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0
Ryzen 9 5900X / Ryzen 9 5950X Linux Performance 11 Systems - 217 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
AMD Ryzen 9 5900X python Benchmarks - Python 3 vs. Pyston 2.1 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
Core i9 10900K vs. Ryzen 9 3900X/3950X Linux Benchmarks Featured Processor Comparison	Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1
Fedora 32 vs. Fedora 33 Beta Benchmarks 3 Systems - 174 Benchmark Results	Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 32 - 5.6.6-300.fc32.x86_64 - GNOME Shell 3.36.1
Core i5 10600K vs. Core i5 7600K vs. Core i5 4670 3 Systems - 301 Benchmark Results	Intel Core i5-4670 - MSI B85M-P33 - Intel 4th Gen Core DRAM Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3
Pop OS 20.04 vs. Ubuntu 20.04 Benchmarks 2 Systems - 269 Benchmark Results	AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Ubuntu 20.04 - 5.4.0-29-generic - GNOME Shell 3.36.1
Intel Core i5 11600K + Core i9 11900K Linux Performance 8 Systems - 439 Benchmark Results	AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3
Ryzen 5 5600X Linux Performance 12 Systems - 229 Benchmark Results	AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4
Intel Core i3 10100 vs. AMD Ryzen 3 3300X Benchmarks 2 Systems - 1708 Benchmark Results	Intel Core i3-10100 - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.7.0-rc6-amd-energy - GNOME Shell 3.36.2
Core i9 Clear Linux Benchmarks 6 Systems - 136 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.4.0-42-generic - GNOME Shell 3.36.4
10700T openSUSE 2 Systems - 78 Benchmark Results	Intel Core i7-10700T - Logic Supply RXM-181 - Intel Comet Lake PCH openSUSE 15.2 - 5.3.18-lp152.63-default - KDE Plasma 5.18.6
FreeBSD 12.2 vs. FreeBSD 13 BETA Benchmarks 4 Systems - 131 Benchmark Results	Intel Core i7-10700T - Insyde CometLake TBD by OEM - Intel FreeBSD - 12.2-RELEASE - Clang 10.0.1
Core i9 10900K - Ubuntu 20.04 LTS vs. Ubuntu 20.10 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

PyPerformance

Project Site

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 1.0.0

Benchmark: regex_compile

Does It Scale Well With Increasing Cores?

Notable Instruction Set Usage

Recent Test Results

Most Popular Test Results