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

5 Minutes, 52 Seconds

Test Dependencies

Python

Accolades

200k+ Downloads + 5k+ Public Benchmark Results

Supported Platforms


Public Result Uploads *Reported Test Completions **Reported Installs **Test Profile Page Views ***OpenBenchmarking.orgEventsPyBench Popularity Statisticspts/pybench2010.122011.042011.082011.122012.042012.082012.122013.042013.082013.122014.042014.082014.122015.042015.082015.122016.042016.082016.122017.042017.082017.122018.042018.082018.122019.042019.082019.122020.042020.082020.122021.042021.0820K40K60K80K100K
* 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 20 September 2021.

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 14,212 public results since 18 February 2018 with the latest data as of 23 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)
100th
22
701 +/- 73
100th
4
712 +/- 3
100th
13
739 +/- 8
99th
47
752 +/- 108
99th
33
753 +/- 46
99th
3
787 +/- 10
99th
4
803 +/- 55
97th
7
843 +/- 5
96th
194
846 +/- 48
96th
4
847 +/- 4
96th
7
848 +/- 51
96th
5
853 +/- 91
96th
86
858
95th
17
861 +/- 102
90th
9
907 +/- 14
89th
3
920 +/- 27
89th
4
923 +/- 26
88th
8
927 +/- 7
87th
18
944 +/- 33
87th
30
945 +/- 111
86th
6
950 +/- 57
86th
6
951 +/- 5
85th
24
959 +/- 132
84th
6
968 +/- 1
83rd
10
985 +/- 11
83rd
70
999 +/- 125
82nd
3
1004 +/- 76
82nd
20
1005 +/- 87
82nd
18
1007 +/- 60
82nd
4
1008 +/- 49
82nd
16
1012 +/- 15
82nd
63
1014 +/- 114
82nd
14
1016 +/- 14
81st
18
1023 +/- 4
81st
8
1029 +/- 32
81st
10
1032 +/- 38
81st
22
1035 +/- 20
80th
5
1046 +/- 87
80th
3
1050 +/- 36
80th
630
1052 +/- 118
78th
15
1068 +/- 14
78th
4
1071 +/- 134
77th
11
1073 +/- 33
76th
3
1090 +/- 83
Mid-Tier
75th
> 1093
75th
3
1094 +/- 40
75th
5
1099 +/- 26
75th
5
1104 +/- 25
75th
10
1111 +/- 152
75th
14
1113 +/- 27
75th
6
1120 +/- 107
75th
14
1122 +/- 22
74th
6
1131 +/- 20
73rd
8
1135 +/- 28
73rd
25
1140 +/- 1
71st
6
1154 +/- 23
71st
6
1158 +/- 26
70th
3
1162 +/- 1
67th
10
1176 +/- 25
67th
38
1178 +/- 123
67th
24
1178 +/- 12
67th
16
1179 +/- 13
66th
14
1180 +/- 25
66th
9
1189 +/- 40
66th
11
1191 +/- 16
66th
6
1194 +/- 53
66th
11
1194 +/- 19
66th
10
1199 +/- 146
65th
9
1201 +/- 24
65th
46
1203 +/- 72
65th
12
1205 +/- 35
65th
19
1206 +/- 2
65th
15
1211 +/- 28
65th
6
1212 +/- 23
65th
10
1213 +/- 180
64th
10
1222 +/- 31
64th
671
1222 +/- 156
63rd
3
1223 +/- 2
63rd
16
1223 +/- 14
63rd
9
1223 +/- 20
63rd
22
1224 +/- 38
62nd
12
1229 +/- 16
61st
4
1240 +/- 24
61st
5
1241 +/- 141
61st
3
1245 +/- 143
60th
17
1251 +/- 46
60th
5
1251 +/- 128
59th
7
1256 +/- 14
59th
5
1256 +/- 30
59th
13
1258 +/- 122
58th
115
1271 +/- 112
58th
7
1276 +/- 64
58th
12
1291 +/- 2
57th
18
1297 +/- 163
56th
6
1319 +/- 26
56th
15
1323 +/- 131
56th
21
1330 +/- 7
56th
3
1333 +/- 198
56th
15
1336 +/- 37
55th
14
1344 +/- 64
55th
11
1345 +/- 193
55th
5
1347 +/- 51
55th
29
1348 +/- 33
55th
19
1351 +/- 197
54th
30
1369 +/- 190
53rd
3
1407 +/- 66
53rd
16
1409 +/- 73
53rd
10
1411 +/- 189
53rd
18
1411 +/- 32
52nd
17
1471 +/- 3
52nd
7
1476 +/- 102
52nd
9
1480 +/- 150
51st
11
1482 +/- 207
51st
103
1487 +/- 127
Median
50th
1487
50th
5
1494 +/- 16
50th
7
1495 +/- 12
50th
3
1496 +/- 3
50th
4
1501 +/- 22
49th
8
1517 +/- 191
49th
35
1535 +/- 178
49th
3
1537 +/- 184
49th
20
1540 +/- 208
49th
5
1540 +/- 122
48th
30
1555 +/- 221
48th
120
1564 +/- 175
47th
42
1594 +/- 216
46th
6
1608 +/- 63
46th
22
1617 +/- 209
46th
13
1618 +/- 227
46th
38
1640 +/- 187
45th
4
1686 +/- 186
45th
7
1715 +/- 173
45th
4
1729 +/- 204
45th
14
1731 +/- 256
45th
5
1743 +/- 124
45th
3
1748 +/- 52
43rd
15
1761 +/- 36
43rd
5
1790 +/- 74
43rd
5
1810 +/- 87
42nd
3
1825 +/- 16
42nd
4
1848 +/- 5
42nd
5
1861 +/- 215
40th
4
1935 +/- 9
39th
3
2003 +/- 106
39th
21
2003 +/- 220
39th
18
2029 +/- 256
39th
5
2058 +/- 142
39th
3
2068 +/- 274
39th
4
2076 +/- 272
39th
3
2081 +/- 268
38th
4
2149 +/- 4
37th
12
2211 +/- 5
36th
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
34th
333
2509 +/- 8
32nd
4
2519 +/- 349
32nd
21
2600 +/- 63
30th
10
2620 +/- 335
30th
581
2620 +/- 5
26th
262
2783 +/- 79
Low-Tier
25th
> 2798
25th
9
2809 +/- 267
24th
10
2830 +/- 48
18th
4
3515 +/- 231
17th
9
3534 +/- 11
17th
5
3606 +/- 371
17th
4
3789 +/- 369
16th
12
3956 +/- 369
16th
19
3995 +/- 483
16th
3
4025 +/- 426
14th
171
4614 +/- 32
13th
76
4857 +/- 631
13th
18
4893 +/- 681
13th
4
4953 +/- 40
12th
36
5131 +/- 385
12th
6
5185 +/- 262
12th
14
5205 +/- 509
10th
14
5566 +/- 199
10th
3
5622 +/- 498
10th
10
5984 +/- 442
10th
3
6132 +/- 680
10th
4
6280 +/- 12
10th
6
6614 +/- 747
9th
101
6708 +/- 148
9th
7
6761 +/- 167
9th
4
6931 +/- 302
9th
10
7041 +/- 787
8th
166
7327 +/- 4
7th
3
8008 +/- 122
7th
30
9148 +/- 1348
6th
3
12021 +/- 570
2nd
59
20726 +/- 2999
2nd
4
21016 +/- 2883
OpenBenchmarking.orgDistribution Of Public Results - Total For Average Test Times13999 Results Range From 462 To 1733771 Milliseconds462351296979610446313913017379720846424313127779831246534713238179941646645113348580052046755513458980162446865913569380272846976313679780383247086713790180493647197113810058051040472107513911098061144473117914012138071248474128314113178081352475138714214218091456476149114315258101560477159514416298111664478169914517338123K6K9K12K15K

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-Time918273645Min: 1 / Avg: 2.29 / Max: 43

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 Times246812161820243248641281.12.23.34.45.5

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