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 Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsPyPerformance Popularity Statisticspts/pyperformance2020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.122022.012022.022022.032022.042022.052022.062022.072022.082022.096K12K18K24K30K
* 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 26 September 2022.
go6.1%raytrace7.0%crypto_pyaes8.5%python_startup9.0%nbody6.7%float8.2%json_loads8.4%pathlib9.1%regex_compile10.5%chaos5.8%pickle_pure_python6.2%2to36.7%django_template7.9%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 1,778 public results since 11 January 2020 with the latest data as of 28 September 2022.

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)
AMD Ryzen 9 7900X 12-Core
99th
4
80
AMD Ryzen 9 7950X 16-Core
99th
5
81 +/- 5
Intel Core i9-12900K
98th
15
90 +/- 2
Intel Core i5-12600K
98th
19
94
Intel Core i7-12700
97th
4
98
Intel Core i5-12400
96th
9
105
Apple M2
96th
5
105
Intel Core i7-1280P
95th
7
110 +/- 4
Intel Core i9-11900K
95th
22
114 +/- 6
Apple M1
94th
10
115 +/- 1
Intel Core i9-11980HK
94th
3
117 +/- 1
Intel Core i7-11700K
94th
12
118 +/- 4
Intel Core i5-11600K
93rd
6
119 +/- 1
AMD Ryzen 9 5950X 16-Core
89th
51
123 +/- 6
AMD Ryzen 9 5900X 12-Core
88th
41
124 +/- 12
AMD Ryzen 7 PRO 6850U
87th
11
125 +/- 3
AMD Ryzen 7 5800X 8-Core
87th
43
125 +/- 2
AMD Ryzen 5 5600X 6-Core
85th
17
127 +/- 3
AMD Ryzen 9 5900HX
84th
13
128 +/- 3
AMD Ryzen 7 5800X3D 8-Core
84th
5
128 +/- 1
Intel Core i7-11800H
83rd
4
129 +/- 7
Intel Core i7-1165G7
78th
14
136 +/- 7
AMD Ryzen 7 PRO 5850U
77th
24
137 +/- 7
AMD Ryzen 7 5700G
77th
5
138 +/- 16
Intel Celeron G6900
77th
13
138 +/- 7
Mid-Tier
75th
> 139
Intel Core i9-9900K
75th
11
141 +/- 6
Intel Core i9-9900KS
75th
7
141 +/- 4
AMD Ryzen 5 5500
73rd
4
144 +/- 4
Intel Xeon E-2288G
73rd
7
145 +/- 19
Intel Core i7-8700K
73rd
5
146 +/- 5
Intel Core i9-10850K
73rd
5
146 +/- 19
AMD EPYC 75F3 32-Core
72nd
3
149 +/- 1
Intel Core i9-7980XE
72nd
4
149 +/- 6
Intel Core i7-7700K
71st
6
150 +/- 1
Intel Core i5-10600K
71st
17
150 +/- 21
AMD Ryzen 7 3800XT 8-Core
70th
4
151 +/- 3
2 x AMD EPYC 75F3 32-Core
69th
14
153 +/- 12
AMD Ryzen 9 3900XT 12-Core
68th
12
154 +/- 3
Intel Core i7-7900X
68th
3
154
AMD Ryzen 9 3950X 16-Core
67th
18
155 +/- 6
AMD Ryzen 3 3300X 4-Core
65th
5
157 +/- 3
AMD Ryzen 5 PRO 4650G
65th
8
157 +/- 1
Intel Core i3-10100
64th
11
158 +/- 3
Ampere Altra ARMv8 Neoverse-N1 160-Core
64th
5
158 +/- 12
AMD Ryzen 7 4700U
62nd
4
160 +/- 2
Intel Core i7-1065G7
62nd
10
160 +/- 13
AMD Ryzen 9 3900X 12-Core
62nd
19
160 +/- 6
Intel Xeon Gold 6250
62nd
3
160 +/- 13
2 x Intel Xeon Gold 6250
62nd
3
160 +/- 13
AMD Ryzen Threadripper 3960X 24-Core
62nd
4
161 +/- 5
Intel Core i7-10875H
62nd
6
161 +/- 3
AMD Ryzen 7 3700X 8-Core
62nd
6
161 +/- 7
AMD Ryzen 7 3800X 8-Core
60th
4
163 +/- 1
Intel Core i5-7600K
58th
5
164 +/- 4
AMD Ryzen Threadripper 3990X 64-Core
58th
31
164 +/- 17
AMD Ryzen 5 3600X 6-Core
58th
5
164 +/- 8
AMD EPYC 7713 64-Core
57th
7
165 +/- 9
2 x AMD EPYC 7713 64-Core
57th
7
165 +/- 4
AMD Ryzen 5 3500X 6-Core
56th
7
166 +/- 2
AMD Ryzen Threadripper 3970X 32-Core
56th
24
166 +/- 18
Intel Core i7-8565U
56th
4
166 +/- 2
Intel Core i7-9750H
56th
4
166 +/- 8
AMD Ryzen 5 4500U
55th
3
167 +/- 3
AMD Ryzen 5 5500U
55th
8
167 +/- 4
Intel Xeon Silver 4215R
55th
5
167 +/- 12
2 x Intel Xeon Platinum 8280
52nd
23
168 +/- 10
Intel Pentium Gold G6400
51st
5
169 +/- 6
AMD EPYC 7763 64-Core
51st
9
169 +/- 5
Intel Xeon E3-1280 v5
51st
3
169 +/- 2
AMD Ryzen 3 3100 4-Core
51st
7
170 +/- 3
Median
50th
170
Intel Core i5-9400F
50th
6
171 +/- 6
AMD Ryzen Threadripper PRO 3975WX 32-Cores
50th
3
171 +/- 18
Intel Xeon Gold 6258R
50th
5
171 +/- 10
AMD EPYC 7F32 8-Core
50th
13
171 +/- 3
Intel Xeon Gold 6226R
49th
14
172 +/- 9
Intel Xeon Platinum 8280
49th
7
172 +/- 11
AMD Ryzen 5 3600 6-Core
47th
6
175 +/- 12
Intel Xeon Gold 5218
47th
13
175 +/- 12
2 x Intel Xeon Gold 5220R
47th
8
175 +/- 11
2 x Intel Xeon Gold 6226R
46th
3
176 +/- 15
Intel Core i7-4790K
45th
4
177 +/- 3
Intel Xeon Gold 5220R
45th
7
177 +/- 12
2 x AMD EPYC 7763 64-Core
45th
16
177 +/- 13
Intel Core i3-7100
44th
6
179 +/- 5
2 x AMD EPYC 7F52 16-Core
44th
6
179 +/- 8
AMD EPYC 7F72 24-Core
44th
16
180 +/- 3
Intel Xeon Gold 6230R
44th
3
180 +/- 15
Intel Xeon Gold 5217
44th
6
180 +/- 12
Intel Xeon E3-1260L v5
43rd
3
182
Intel Core i7-9700TE
41st
4
187 +/- 2
2 x AMD EPYC 7F72 24-Core
41st
6
187 +/- 8
2 x Intel Xeon Platinum 8272CL
39th
4
190 +/- 1
Intel Xeon Silver 4214R
37th
5
192 +/- 14
AMD EPYC 7542 32-Core
35th
9
195 +/- 5
AMD EPYC 7262 8-Core
35th
5
195 +/- 6
AMD EPYC 7502 32-Core
34th
4
196 +/- 5
AMD EPYC 7742 64-Core
33rd
7
197 +/- 2
AMD Ryzen Threadripper 2990WX 32-Core
33rd
4
197 +/- 11
AMD Ryzen 7 1800X Eight-Core
32nd
3
198 +/- 1
AMD EPYC 7552 48-Core
32nd
11
198 +/- 5
AMD EPYC 7702 64-Core
31st
12
199 +/- 9
Intel Celeron G5900
31st
5
199 +/- 7
AMD EPYC 7502P 32-Core
31st
14
199 +/- 8
AMD Custom APU 0405
31st
4
199
AMD EPYC 7452 32-Core
31st
9
199 +/- 10
AMD EPYC 7402P 24-Core
31st
12
200 +/- 9
AMD EPYC 7532 32-Core
31st
11
200 +/- 4
2 x Intel Xeon Platinum 8259L
31st
5
200
AMD EPYC 7662 64-Core
29th
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
2 x AMD EPYC 7742 64-Core
24th
14
207 +/- 10
AMD EPYC 7282 16-Core
24th
12
207 +/- 5
AMD EPYC 7272 12-Core
24th
9
207 +/- 4
Intel Core i7-5960X
23rd
5
208 +/- 7
AMD EPYC 7352 24-Core
22nd
7
209 +/- 8
AMD Ryzen 3 1300X
22nd
3
210 +/- 1
Intel Xeon Silver 4216
22nd
12
210 +/- 13
AMD EPYC 7232P 8-Core
21st
14
212 +/- 12
AMD Ryzen 5 2600 Six-Core
21st
4
213 +/- 14
2 x AMD EPYC 7262 8-Core
20th
3
215 +/- 12
Intel Core i7-4558U
20th
4
215 +/- 9
AMD Ryzen 7 2700 Eight-Core
19th
3
217 +/- 1
2 x AMD EPYC 7302 16-Core
19th
4
219 +/- 12
AMD Ryzen 5 2400G
19th
3
219 +/- 12
2 x Intel Xeon Silver 4216
18th
4
220 +/- 18
2 x AMD EPYC 7532 32-Core
18th
4
220 +/- 11
AMD Ryzen 3 2200G
18th
3
223 +/- 15
2 x AMD EPYC 7272 12-Core
17th
4
224 +/- 13
Intel Xeon Silver 4210R
17th
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
16th
3
228 +/- 10
2 x AMD EPYC 7502 32-Core
16th
3
230 +/- 13
AMD Ryzen 7 1700 Eight-Core
15th
9
232 +/- 18
Intel Xeon Platinum 8253
15th
3
234 +/- 5
Intel Core i7-10610U
14th
5
240 +/- 9
2 x Intel Xeon E5-2630 v4
14th
6
241 +/- 14
Intel Core i7-2700K
12th
3
252 +/- 12
2 x AMD EPYC 7601 32-Core
12th
9
252 +/- 14
Intel Core i7-4960X
12th
4
257 +/- 2
AMD EPYC 7601 32-Core
11th
3
263 +/- 15
Intel Core i7-3517U
8th
3
325 +/- 1
AMD A10-7850K APU
7th
3
336 +/- 2
Intel Core i5-2520M
7th
3
348
POWER9 44-Core
5th
10
453
Ampere eMAG ARMv8 32-Core
3rd
3
609 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: regex_compile1758 Results Range From 1 To 998 Milliseconds13365971291611932252572893213533854174494815135455776096416737057377698018338658979299619931025100200300400500

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: 2.23 / Max: 19

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: 0.12 / Max: 10

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.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BasePyPerformance CPU Core ScalingBenchmark: regex_compile2468101216243248641280.68541.37082.05622.74163.427

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)
IBM POWER (PowerPC) 64-bit
ppc64le
POWER9 44-Core
ARMv7 32-bit
armv7l
ARMv7 4-Core, ARMv7 Cortex-A72 4-Core, ARMv7 rev 3 4-Core
ARMv8 64-bit
aarch64
ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 16-Core, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A73 6-Core, ARMv8 Cortex-A77 6-Core, ARMv8 Neoverse-N1 2-Core, ARMv8 Neoverse-N1 64-Core, Ampere ARMv8 Neoverse-N1 256-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Ampere eMAG ARMv8 32-Core, Apple M1, Apple M2

Recent Test Results

OpenBenchmarking.org Results Compare

2 Systems - 49 Benchmark Results

AMD Ryzen 5 1500X - Gigabyte AB350M-Gaming 3-CF - AMD 17h

ManjaroLinux 22.0.0 - 6.0.0-1-MANJARO - KDE Plasma 5.25.5

1 System - 47 Benchmark Results

AMD Ryzen 5 1500X - Gigabyte AB350M-Gaming 3-CF - AMD 17h

ManjaroLinux 22.0.0 - 6.0.0-1-MANJARO - KDE Plasma 5.25.5

1 System - 43 Benchmark Results

AMD Ryzen 5 1500X - Gigabyte AB350M-Gaming 3-CF - AMD 17h

ManjaroLinux 22.0.0 - 6.0.0-1-MANJARO - KDE Plasma 5.25.5

1 System - 19 Benchmark Results

Apple M1 - Apple MacBook Air - 16GB

macOS 12.6 - 21.6.0 - GCC 14.0.0 + Clang 14.0.0

13 Systems - 228 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

4 Systems - 361 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8

Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2

13 Systems - 333 Benchmark Results

AMD Ryzen 7 5700G - ASUS ROG CROSSHAIR VIII HERO - AMD Renoir

Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2

5 Systems - 105 Benchmark Results

2 x Intel Xeon Platinum 8380 - HPE ProLiant DL380 Gen10 Plus - 256GB

Ubuntu 22.04 - 5.15.0-47-generic - 1.2.204

1 System - 10 Benchmark Results

Intel Core i5-4200U - HP 2164 v29.40 - Intel Haswell-ULT DRAM

Ubuntu 20.04 - 5.13.0-35-generic - GNOME Shell 3.36.4

1 System - 6 Benchmark Results

Intel Core i5-4200U - HP 2164 v29.40 - Intel Haswell-ULT DRAM

Ubuntu 20.04 - 5.13.0-35-generic - GNOME Shell 3.36.4

1 System - 9 Benchmark Results

Intel Core i5-4200U - HP 2164 v29.40 - Intel Haswell-ULT DRAM

Ubuntu 20.04 - 5.13.0-35-generic - GNOME Shell 3.36.4

1 System - 10 Benchmark Results

Intel Core i5-4200U - HP 2164 v29.40 - Intel Haswell-ULT DRAM

Ubuntu 20.04 - 5.13.0-35-generic - GNOME Shell 3.36.4

1 System - 10 Benchmark Results

Intel Core i5-4200U - HP 2164 v29.40 - Intel Haswell-ULT DRAM

Ubuntu 20.04 - 5.13.0-35-generic - GNOME Shell 3.36.4

1 System - 6 Benchmark Results

Intel Core i5-4200U - HP 2164 v29.40 - Intel Haswell-ULT DRAM

Ubuntu 20.04 - 5.13.0-35-generic - GNOME Shell 3.36.4

1 System - 6 Benchmark Results

Intel Core i5-4200U - HP 2164 v29.40 - Intel Haswell-ULT DRAM

Ubuntu 20.04 - 5.13.0-35-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 Platinum 8259L - ASRockRack EP2C621D16-4LP - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1

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

11 Systems - 217 Benchmark Results

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

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 - 5.6.6-300.fc32.x86_64 - GNOME Shell 3.36.1

8 Systems - 439 Benchmark Results

AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

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

4 Systems - 131 Benchmark Results

Intel Core i7-10700T - Insyde CometLake TBD by OEM - Intel

FreeBSD - 13.0-BETA1 - Clang 11.0.1

12 Systems - 229 Benchmark Results

AMD Ryzen 5 2600 Six-Core - ASUS ROG CROSSHAIR VIII HERO - AMD 17h

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

3 Systems - 101 Benchmark Results

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

Ubuntu 21.04 - 5.11.0-16-generic - GNOME Shell 3.38.4

26 Systems - 438 Benchmark Results

AMD EPYC 7702 64-Core - ASRockRack EPYCD8 - AMD Starship

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

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

8 Systems - 246 Benchmark Results

AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship

Ubuntu 20.04 - 5.4.0-26-generic - GNOME Shell 3.36.1

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

3 Systems - 301 Benchmark Results

Intel Core i5-7600K - Gigabyte Z270M-D3H-CF - Intel Xeon E3-1200 v6

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