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/pyperformance2020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062K4K6K8K10K
* 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 15 June 2021.
go6.2%raytrace7.3%crypto_pyaes8.4%python_startup8.8%nbody6.8%float8.5%json_loads8.0%pathlib9.2%regex_compile10.5%chaos5.4%pickle_pure_python5.9%2to36.9%django_template8.2%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 1,308 public results since 11 January 2020 with the latest data as of 6 June 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
99th
14
116 +/- 6
Intel Core i5-11600K
99th
3
120
AMD Ryzen 9 5950X 16-Core
97th
20
122 +/- 1
AMD Ryzen 7 5800X 8-Core
95th
24
124 +/- 2
AMD Ryzen 5 5600X 6-Core
93rd
11
126 +/- 2
Intel Core i7-1165G7
90th
9
134 +/- 5
Intel Core i9-9900KS
86th
7
141 +/- 4
Intel Core i9-9900K
86th
11
141 +/- 6
Intel Core i9-10980XE
85th
31
142 +/- 12
Intel Xeon E-2288G
85th
7
145 +/- 19
Intel Core i7-8700K
84th
5
146 +/- 5
2 x AMD EPYC 75F3 32-Core
84th
5
149
AMD EPYC 75F3 32-Core
84th
3
149 +/- 1
Intel Core i9-7980XE
84th
4
149 +/- 6
Intel Core i5-10600K
83rd
17
150 +/- 21
Intel Core i7-7700K
83rd
6
150 +/- 1
AMD Ryzen 7 3800XT 8-Core
82nd
4
151 +/- 3
Intel Core i7-7900X
80th
3
154
AMD Ryzen 5 PRO 4650G
78th
8
157 +/- 1
Intel Core i3-10100
76th
10
158 +/- 3
AMD Ryzen 9 3950X 16-Core
76th
10
158 +/- 5
Ampere Altra ARMv8 Neoverse-N1 160-Core
76th
5
158 +/- 12
Mid-Tier
75th
> 158
AMD Ryzen 3 3300X 4-Core
75th
4
159 +/- 3
2 x Intel Xeon Gold 6250
74th
3
160 +/- 13
Intel Xeon Gold 6250
74th
3
160 +/- 13
AMD Ryzen 9 3900X 12-Core
70th
17
161 +/- 6
Intel Core i7-10875H
70th
6
161 +/- 3
AMD Ryzen Threadripper 3960X 24-Core
70th
3
161 +/- 7
AMD Ryzen 7 3700X 8-Core
68th
5
163 +/- 7
AMD Ryzen 7 3800X 8-Core
68th
4
163 +/- 1
Intel Core i5-7600K
67th
5
164 +/- 4
AMD Ryzen 5 3600X 6-Core
67th
5
164 +/- 8
Intel Core i7-1065G7
66th
6
165 +/- 16
Intel Core i7-9750H
65th
4
166 +/- 8
AMD Ryzen Threadripper 3970X 32-Core
65th
24
166 +/- 18
AMD Ryzen 5 3500X 6-Core
65th
7
166 +/- 2
2 x AMD EPYC 7713 64-Core
65th
6
166 +/- 1
Intel Xeon Silver 4215R
63rd
5
167 +/- 12
AMD EPYC 7713 64-Core
61st
5
168 +/- 8
2 x Intel Xeon Platinum 8280
61st
23
168 +/- 10
Intel Xeon E3-1280 v5
59th
3
169 +/- 2
Intel Pentium Gold G6400
59th
5
169 +/- 6
AMD Ryzen 3 3100 4-Core
59th
7
170 +/- 3
AMD EPYC 7763 64-Core
59th
7
170 +/- 5
AMD Ryzen Threadripper PRO 3975WX 32-Cores
58th
3
171 +/- 18
Intel Xeon Gold 6258R
58th
5
171 +/- 10
AMD EPYC 7F32 8-Core
58th
13
171 +/- 3
2 x AMD EPYC 7763 64-Core
57th
6
172 +/- 1
Intel Xeon Platinum 8280
57th
7
172 +/- 11
Intel Core i5-9400F
57th
5
172 +/- 7
Intel Xeon Gold 6226R
57th
14
172 +/- 9
2 x Intel Xeon Gold 5220R
54th
8
175 +/- 11
Intel Xeon Gold 5218
54th
13
175 +/- 12
2 x Intel Xeon Gold 6226R
53rd
3
176 +/- 15
Intel Core i7-4790K
53rd
4
177 +/- 3
Intel Xeon Gold 5220R
53rd
7
177 +/- 12
2 x AMD EPYC 7F52 16-Core
51st
6
179 +/- 8
Intel Xeon Gold 6230R
51st
3
180 +/- 15
Intel Core i3-7100
51st
5
180 +/- 6
AMD EPYC 7F72 24-Core
51st
16
180 +/- 3
Intel Xeon Gold 5217
51st
6
180 +/- 12
Median
50th
181
Intel Xeon E3-1260L v5
50th
3
182
2 x AMD EPYC 7F72 24-Core
48th
6
187 +/- 8
Intel Core i7-9700TE
48th
4
187 +/- 2
2 x Intel Xeon Platinum 8272CL
46th
4
190 +/- 1
Intel Xeon Silver 4214R
44th
5
192 +/- 14
AMD EPYC 7262 8-Core
41st
5
195 +/- 6
AMD EPYC 7542 32-Core
41st
9
195 +/- 5
AMD EPYC 7502 32-Core
36th
4
196 +/- 5
AMD EPYC 7742 64-Core
35th
7
197 +/- 2
AMD EPYC 7552 48-Core
34th
11
198 +/- 5
AMD Ryzen 7 1800X Eight-Core
34th
3
198 +/- 1
AMD EPYC 7452 32-Core
34th
9
199 +/- 10
AMD EPYC 7502P 32-Core
34th
14
199 +/- 8
AMD EPYC 7702 64-Core
34th
12
199 +/- 9
Intel Celeron G5900
34th
5
199 +/- 7
AMD EPYC 7532 32-Core
33rd
11
200 +/- 4
AMD EPYC 7402P 24-Core
33rd
12
200 +/- 9
2 x Intel Xeon Platinum 8259L
33rd
5
200
AMD Ryzen Threadripper 2990WX 32-Core
32nd
3
201 +/- 10
AMD EPYC 7662 64-Core
31st
12
202 +/- 10
AMD EPYC 7642 48-Core
26th
18
205 +/- 9
Low-Tier
25th
> 205
AMD EPYC 7252 8-Core
25th
4
206 +/- 5
2 x AMD EPYC 7742 64-Core
24th
14
207 +/- 10
AMD EPYC 7352 24-Core
24th
6
207 +/- 4
AMD EPYC 7282 16-Core
24th
12
207 +/- 5
AMD EPYC 7272 12-Core
24th
9
207 +/- 4
Intel Core i7-5960X
24th
5
208 +/- 7
Intel Xeon Silver 4216
22nd
12
210 +/- 13
AMD Ryzen 3 1300X
22nd
3
210 +/- 1
AMD EPYC 7232P 8-Core
21st
14
212 +/- 12
AMD Ryzen 5 2600 Six-Core
21st
4
213 +/- 14
Intel Core i7-4558U
20th
4
215 +/- 9
2 x AMD EPYC 7262 8-Core
20th
3
215 +/- 12
AMD Ryzen 7 2700 Eight-Core
19th
3
217 +/- 1
2 x AMD EPYC 7302 16-Core
18th
4
219 +/- 12
AMD Ryzen 5 2400G
18th
3
219 +/- 12
2 x AMD EPYC 7532 32-Core
18th
4
220 +/- 11
2 x Intel Xeon Silver 4216
18th
4
220 +/- 18
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
AMD Ryzen 7 1700 Eight-Core
15th
9
232 +/- 18
Intel Xeon Platinum 8253
15th
3
234 +/- 5
Intel Core i7-2700K
12th
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
8th
3
325 +/- 1
AMD A10-7850K APU
7th
3
336 +/- 2
Intel Core i5-2520M
7th
3
348
POWER9 44-Core
6th
10
453
Ampere eMAG ARMv8 32-Core
3rd
3
609 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: regex_compile1308 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: 2.12 / 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

4 Systems - 70 Benchmark Results

AMD Ryzen 7 5800X 8-Core - Gigabyte B550I AORUS PRO AX - AMD Starship

Debian 11 - 5.12.4 - Openbox 3.6.1

8 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 11 - 5.12.8-051208-generic - GCC 10.2.1 20210110

7 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0

6 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 11 - 5.12.8-xanmod1 - GCC 10.2.1 20210110

5 Systems - 67 Benchmark Results

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

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

5 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 11 - 5.12.8-051208-generic - GCC 10.2.1 20210110

5 Systems - 148 Benchmark Results

ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 400 Rev 1.0 - 4096MB

Debian 10 - 5.4.51-v8+ - LXDE 0.10.0

4 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 11 - 5.12.8-051208-generic - GCC 10.2.1 20210110

3 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0

2 Systems - 195 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0

11 Systems - 454 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

1 System - 190 Benchmark Results

AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU

Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0

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 9 3950X 16-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

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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

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

6 Systems - 136 Benchmark Results

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EndeavourOS rolling - 5.7.10-arch1-1 - Xfce 4.14

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

2 Systems - 403 Benchmark Results

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

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Ubuntu 20.04 - 5.7.0-rc6-amd-energy - GNOME Shell 3.36.2
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