PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds.

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

Project Site

svn.python.org

Test Created

6 December 2010

Last Updated

17 January 2019

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

1 Second

Average Run Time

4 Minutes, 35 Seconds

Test Dependencies

Python

Accolades

200k+ Downloads + 5k+ Public Benchmark Results

Supported Platforms


Public Result UploadsTest Completions*Reported Installs*OpenBenchmarking.orgEventsPyBench Popularity Statisticspts/pybench2011.022011.062011.102012.022012.062012.102013.022013.062013.102014.022014.062014.102015.022015.062015.102016.022016.062016.102017.022017.062017.102018.022018.062018.102019.022019.062019.102020.022020.062020.102021.0215K30K45K60K75K
* 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 Fri, 26 Feb 2021 04:00:16 GMT.

Revision History

pts/pybench-1.1.3   [View Source]   Thu, 17 Jan 2019 10:20:52 GMT
Windows test profile update for latest Python.

pts/pybench-1.1.2   [View Source]   Wed, 07 Mar 2018 11:49:45 GMT
Explicitly use the default Python 3 path on Windows to avoid python2 being picked up which no longer works with this test code.

pts/pybench-1.1.1   [View Source]   Fri, 02 Mar 2018 15:28:39 GMT
Windows support was refreshingly easy...

pts/pybench-1.1.0   [View Source]   Sun, 18 Feb 2018 15:46:36 GMT
Update PyBench to a Python3 port

pts/pybench-1.0.1   [View Source]   Thu, 15 Feb 2018 15:07:12 GMT
Be explicit about python2, don't use generic python call as this test will break when python is python3.

pts/pybench-1.0.0   [View Source]   Mon, 06 Dec 2010 15:19:25 GMT
Initial import into OpenBenchmarking.org

Suites Using This Test

Server CPU Tests

Python

Single-Threaded

Programmer / Developer System Benchmarks


Performance Metrics

Analyze Test Configuration:

PyBench 2018-02-16

Total For Average Test Times

OpenBenchmarking.org metrics for this test profile configuration based on 10,342 public results since 18 February 2018 with the latest data as of 25 February 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)
100th
7
748 +/- 25
100th
21
776 +/- 103
97th
140
850 +/- 56
97th
5
853 +/- 91
97th
59
858
96th
13
870 +/- 117
92nd
9
907 +/- 14
91st
3
920 +/- 27
91st
4
923 +/- 26
89th
18
944 +/- 33
89th
28
948 +/- 115
88th
5
949 +/- 4
87th
24
959 +/- 132
85th
3
992 +/- 48
84th
67
1001 +/- 127
84th
60
1003 +/- 102
84th
3
1004 +/- 76
84th
18
1007 +/- 60
83rd
10
1020 +/- 32
83rd
18
1023 +/- 4
83rd
11
1024 +/- 34
83rd
8
1029 +/- 32
83rd
10
1032 +/- 38
82nd
22
1035 +/- 20
82nd
5
1046 +/- 87
82nd
441
1051 +/- 119
80th
14
1070 +/- 12
78th
3
1090 +/- 83
78th
3
1094 +/- 40
78th
5
1099 +/- 26
77th
11
1110 +/- 30
77th
10
1111 +/- 152
77th
6
1120 +/- 107
77th
12
1122 +/- 24
76th
3
1132 +/- 32
Mid-Tier
75th
> 1133
75th
8
1135 +/- 28
75th
25
1140 +/- 1
73rd
6
1154 +/- 23
73rd
6
1158 +/- 26
72nd
3
1162 +/- 1
69th
10
1176 +/- 25
69th
38
1178 +/- 123
69th
21
1179 +/- 12
69th
10
1183 +/- 29
69th
12
1184 +/- 34
68th
13
1187 +/- 31
68th
9
1189 +/- 40
68th
6
1194 +/- 53
68th
8
1195 +/- 17
68th
8
1198 +/- 20
68th
9
1201 +/- 24
67th
19
1206 +/- 2
67th
9
1210 +/- 39
67th
15
1211 +/- 28
67th
6
1212 +/- 23
67th
9
1212 +/- 148
65th
10
1222 +/- 31
65th
41
1222 +/- 103
65th
3
1223 +/- 2
65th
16
1223 +/- 14
64th
6
1228 +/- 23
63rd
19
1230 +/- 38
63rd
9
1231 +/- 18
63rd
4
1240 +/- 24
63rd
5
1241 +/- 141
63rd
3
1245 +/- 143
62nd
5
1251 +/- 128
61st
5
1256 +/- 30
61st
6
1257 +/- 16
61st
14
1258 +/- 48
60th
88
1264 +/- 128
60th
7
1276 +/- 64
60th
11
1276 +/- 124
59th
12
1291 +/- 2
58th
18
1297 +/- 163
58th
4
1322 +/- 33
58th
15
1323 +/- 131
57th
21
1330 +/- 7
57th
3
1333 +/- 198
57th
15
1336 +/- 37
56th
14
1344 +/- 64
56th
11
1345 +/- 193
56th
5
1347 +/- 51
56th
29
1348 +/- 33
56th
19
1351 +/- 197
55th
29
1372 +/- 193
54th
16
1409 +/- 73
54th
18
1411 +/- 32
54th
10
1411 +/- 189
52nd
17
1471 +/- 3
52nd
9
1480 +/- 150
52nd
11
1482 +/- 207
51st
74
1492 +/- 148
51st
5
1494 +/- 16
51st
7
1495 +/- 12
51st
4
1501 +/- 22
Median
50th
1502
49th
8
1517 +/- 191
49th
31
1537 +/- 183
49th
3
1537 +/- 184
49th
5
1540 +/- 122
49th
20
1540 +/- 208
49th
30
1555 +/- 221
47th
39
1608 +/- 217
47th
6
1608 +/- 63
47th
7
1615 +/- 214
47th
22
1617 +/- 209
47th
13
1618 +/- 227
46th
38
1640 +/- 187
45th
4
1686 +/- 186
45th
7
1715 +/- 173
45th
4
1729 +/- 204
45th
14
1731 +/- 256
44th
5
1743 +/- 124
44th
3
1748 +/- 52
43rd
15
1761 +/- 36
42nd
5
1790 +/- 74
42nd
5
1810 +/- 87
42nd
4
1848 +/- 5
41st
4
1913 +/- 210
41st
4
1935 +/- 9
40th
3
2003 +/- 106
40th
21
2003 +/- 220
40th
18
2029 +/- 256
39th
3
2068 +/- 274
39th
4
2076 +/- 272
39th
3
2081 +/- 268
39th
4
2108 +/- 101
39th
4
2149 +/- 4
37th
12
2211 +/- 5
37th
8
2293 +/- 236
36th
3
2360 +/- 152
36th
4
2364 +/- 302
36th
4
2369 +/- 312
36th
5
2402 +/- 183
36th
11
2405 +/- 194
36th
4
2445 +/- 353
35th
225
2509 +/- 8
33rd
4
2519 +/- 349
32nd
21
2600 +/- 63
30th
392
2620 +/- 5
27th
181
2771 +/- 117
26th
9
2809 +/- 267
Low-Tier
25th
> 2814
25th
10
2830 +/- 48
20th
6
3113 +/- 129
18th
4
3515 +/- 231
18th
9
3534 +/- 11
18th
5
3606 +/- 371
17th
4
3789 +/- 369
17th
18
3940 +/- 431
16th
3
4025 +/- 426
16th
10
4100 +/- 166
14th
117
4614 +/- 33
14th
71
4833 +/- 646
14th
18
4893 +/- 681
13th
4
4953 +/- 40
13th
35
5127 +/- 390
13th
6
5185 +/- 262
12th
14
5205 +/- 509
11th
14
5566 +/- 199
11th
3
5622 +/- 498
10th
3
6132 +/- 680
10th
4
6280 +/- 12
10th
6
6614 +/- 747
9th
73
6721 +/- 173
9th
3
6851 +/- 243
9th
4
6931 +/- 302
9th
10
7041 +/- 787
8th
112
7327 +/- 4
8th
3
8008 +/- 122
7th
30
9148 +/- 1348
6th
3
12021 +/- 570
2nd
57
20794 +/- 2565
OpenBenchmarking.orgDistribution Of Public Results - Total For Average Test Times10342 Results Range From 462 To 1733771 Milliseconds462351296979610446313913017379720846424313127779831246534713238179941646645113348580052046755513458980162446865913569380272846976313679780383247086713790180493647197113810058051040472107513911098061144473117914012138071248474128314113178081352475138714214218091456476149114315258101560477159514416298111664478169914517338122K4K6K8K10K

Based on OpenBenchmarking.org data, the selected test / test configuration (PyBench 2018-02-16 - Total For Average Test Times) 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 BenchmarkTotal For Average Test TimesRun-Time1020304050Min: 1 / Avg: 2.45 / Max: 48

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 RunsTotal For Average Test TimesDeviation246810Min: 0 / Avg: 0.12 / Max: 3

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 BasePyBench CPU Core ScalingTotal For Average Test Times2468121620243248641.3362.6724.0085.3446.68

Recent Test Results

OpenBenchmarking.org Results Compare

5 Systems - 71 Benchmark Results

Intel Celeron G5900 - Gigabyte B460M DS3H - Intel Device 9b73

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

1 System - 6 Benchmark Results

2 x Intel Xeon Gold 6150 - Supermicro X11DPU v1.10 - Intel Sky Lake-E DMI3 Registers

ArcherOS 2020 1.4 - 3.10.0-957.10.2.el7.x86_64 - NVIDIA

2 Systems - 243 Benchmark Results

Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH

Ubuntu 21.04 - 5.10.0-14-generic - GNOME Shell 3.38.3

1 System - 53 Benchmark Results

AMD Ryzen 5 3600 6-Core - ASUS PRIME X470-PRO - AMD Starship

Arch rolling - 5.10.16-zen1-1-zen - X Server 1.20.10

1 System - 16 Benchmark Results

Intel Xeon Platinum 8275CL - Amazon EC2 c5.2xlarge - Intel 440FX 82441FX PMC

Ubuntu 16.04 - 4.4.0-1121-aws - 1.0.61

1 System - 358 Benchmark Results

Ampere Altra ARMv8 Neoverse-N1 - WIWYNN Mt.Jade - Ampere Computing LLC Device e100

Ubuntu 20.04 - 5.11.0-051100-generic-64k - GNOME Shell 3.36.4

1 System - 238 Benchmark Results

Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH

Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.2

1 System - 1 Benchmark Result

Intel Core i5-8265U - LENOVO 20N8A022CD - Intel Cannon Point-LP

CentOS Linux 8 - 4.18.0-240.10.1.el8_3.x86_64 - GNOME Shell 3.32.2

13 Systems - 26 Benchmark Results

AArch64 rev 4 - sun50iw1p1 - 1024MB

Ubuntu 16.04 - 3.10.104 - MATE 1.12.1

1 System - 37 Benchmark Results

12 x AMD EPYC-Rome - QEMU Standard PC - Intel 82G33

Ubuntu 20.04 - 5.8.0-43-generic - GNOME Shell 3.36.4

16 Systems - 53 Benchmark Results

Intel Xeon E5-2678 v3 - HUANANZHI X99-TF - Intel Xeon E7 v3

Ubuntu 20.04 - 5.8.0-43-generic - GNOME Shell 3.36.4

1 System - 2 Benchmark Results

AMD E1-1500 APU - LENOVO 36852BG - AMD 14h Root Complex

Neon 20.04 - 5.4.0-65-generic - KDE Plasma 5.21.0

Most Popular Test Results

OpenBenchmarking.org Results Compare

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

2 Systems - 535 Benchmark Results

Intel Core i7-1065G7 - Dell 06CDVY - Intel Device 34ef

Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4

12 Systems - 593 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 Taichi - AMD Starship

Fedora 33 - 5.8.16-300.fc33.x86_64 - GNOME Shell 3.38.1

11 Systems - 217 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

4 Systems - 55 Benchmark Results

AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Device 15d0

Ubuntu 18.04 - 5.3.0-28-generic - GNOME Shell 3.28.4

4 Systems - 99 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP

Ubuntu 20.10 - 5.9.2-050902-generic - GNOME Shell 3.38.1

12 Systems - 209 Benchmark Results

POWER9 - PowerNV T2P9D01 REV 1.01 - 65536MB

Fedora 31 - 5.3.0-0.rc0.git4.1.fc31.ppc64le - GNOME Shell 3.33.3

4 Systems - 41 Benchmark Results

AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD [AMD] Family 17h

FreeBSD - 12.0-ALPHA1 - GCC 7.3.0 + Clang 6.0.1

10 Systems - 28 Benchmark Results

POWER9 altivec supported - PowerNV T2P9D01 REV 1.01 - 65536MB

Ubuntu 18.10 - 4.18.0-10-generic - GCC 8.2.0

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

8 Systems - 360 Benchmark Results

Intel Core i9-10980XE - Gigabyte X299X DESIGNARE 10G - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.10 - 5.4.0-999-generic - GNOME Shell 3.34.1

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