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

2 Seconds

Average Run Time

2 Minutes, 52 Seconds

Test Dependencies

Python

Accolades

200k+ Downloads + 10k+ Public Benchmark Results

Supported Platforms

Public Result Uploads *Reported Test Completions **Reported Installs **Test Profile Page Views ***OpenBenchmarking.orgEventsPyBench Popularity Statisticspts/pybench2010.122011.052011.102012.032012.082013.012013.062013.112014.042014.092015.022015.072015.122016.052016.102017.032017.082018.012018.062018.112019.042019.092020.022020.072020.122021.052021.102022.032022.082023.012023.062023.112024.042024.0940K80K120K160K200K
* 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 updated weekly as of 17 January 2025.

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

Programmer / Developer System Benchmarks

Single-Threaded


Performance Metrics

Analyze Test Configuration:

PyBench 2018-02-16

Total For Average Test Times

OpenBenchmarking.org metrics for this test profile configuration based on 8,857 public results since 18 February 2018 with the latest data as of 14 January 2025.

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 Ultra 9 285K
100th
8
357 +/- 1
Intel Core Ultra 5 245K
100th
5
385 +/- 1
Intel Core i9-14900K
100th
34
387 +/- 16
AMD Ryzen 9 9900X 12-Core
100th
7
401 +/- 3
AMD Ryzen 9 9950X 16-Core
99th
21
414 +/- 35
AMD Ryzen 5 9600X 6-Core
99th
15
415 +/- 20
AMD Ryzen 7 9800X3D 8-Core
99th
10
418 +/- 2
AMD Ryzen 7 9700X 8-Core
99th
10
418 +/- 55
Intel Xeon E E-2488
99th
5
428 +/- 30
Intel Core i5-14600K
99th
17
432 +/- 6
Intel Core i9-13900K
99th
45
444 +/- 35
Apple M4
99th
10
450 +/- 12
Intel Core i5-14500
99th
11
457 +/- 4
Intel Core i3-14100
98th
11
488 +/- 5
Intel Core i5-14400F
98th
8
492 +/- 1
Intel Core i5-12600
97th
5
495 +/- 4
AMD EPYC 9655P 96-Core
97th
5
503 +/- 27
Intel Core i5-13600K
97th
18
504 +/- 27
AMD EPYC 4364P 8-Core
96th
4
528 +/- 3
AMD EPYC 4564P 16-Core
95th
5
534 +/- 1
Intel Core i5-12600K
95th
28
535 +/- 8
Intel Core i5-13400
95th
7
545 +/- 40
AMD Ryzen 7 8700G
94th
17
550 +/- 4
AMD EPYC 4124P 4-Core
94th
4
551 +/- 3
AMD Ryzen 5 7600X 6-Core
94th
30
556 +/- 28
2 x AMD EPYC 9755 128-Core
94th
7
556 +/- 31
Intel Core i9-12900H
94th
4
560 +/- 22
AMD Ryzen 5 8600G
94th
18
561 +/- 23
AMD Ryzen 9 7900X 12-Core
93rd
33
564 +/- 31
AMD Ryzen 7 7700X 8-Core
93rd
38
564 +/- 37
AMD Ryzen 9 7950X 16-Core
93rd
72
569 +/- 52
AMD Ryzen 7 7700 8-Core
93rd
24
570 +/- 32
AMD EPYC 4584PX 16-Core
93rd
4
571
AMD Ryzen Threadripper 7970X 32-Cores
93rd
5
573 +/- 22
AMD Ryzen Z1 Extreme
93rd
9
577 +/- 50
Intel Core Ultra 7 155H
93rd
25
583 +/- 36
AMD EPYC 9755 128-Core
93rd
8
583 +/- 2
AMD Ryzen 7 7840U
93rd
18
584 +/- 40
Intel Core i5-12400
92nd
18
589 +/- 9
AMD Ryzen 5 8400F 6-Core
92nd
7
594 +/- 2
AMD Ryzen 9 7900X3D 12-Core
92nd
25
597 +/- 61
AMD Ryzen 9 7950X3D 16-Core
91st
32
598 +/- 55
AMD Ryzen 7 7840HS
91st
12
599 +/- 46
AMD EPYC 4484PX 12-Core
91st
4
602
AMD Ryzen 5 7600 6-Core
91st
14
602 +/- 29
AMD Ryzen 7 PRO 7840U
91st
13
605 +/- 64
AMD Ryzen 9 7900 12-Core
91st
22
609 +/- 74
AMD Ryzen 7 8845HS
90th
5
615 +/- 21
AMD Ryzen AI 9 HX 370
90th
15
618 +/- 49
Intel Xeon Platinum 8480
90th
5
619 +/- 41
AMD Ryzen 7 7800X3D 8-Core
90th
21
634 +/- 76
2 x Intel Xeon 6980P
89th
10
659 +/- 1
Intel Xeon 6980P
89th
6
660
Intel Core i7-11700K
88th
13
682 +/- 21
Intel Core i9-11900K
88th
38
689 +/- 71
Intel Core Ultra 7 165U
88th
4
689
INTEL XEON PLATINUM 8592
88th
4
689 +/- 5
2 x INTEL XEON PLATINUM 8592
88th
4
689 +/- 7
Intel Core i5-11600K
87th
10
697 +/- 15
Intel Xeon Max 9480
87th
5
701 +/- 56
Intel Xeon E-2388G
87th
11
705 +/- 58
AMD Ryzen 5 8500G
87th
5
707 +/- 91
Intel Xeon E-2336
87th
9
707 +/- 3
Intel Core i7-11700B
87th
4
721 +/- 5
AMD Ryzen 7 5700G
86th
16
734 +/- 47
2 x AMD EPYC 9374F 32-Core
85th
5
736 +/- 3
2 x Intel Xeon Max 9480
85th
13
738 +/- 65
AMD Ryzen 7 PRO 6850U
85th
25
739 +/- 76
AMD EPYC 9374F 32-Core
85th
4
740 +/- 5
AMD Ryzen 7 5800X3D 8-Core
84th
29
751 +/- 48
AMD Ryzen 7 5800X 8-Core
84th
77
754 +/- 58
AMD Ryzen 5 5600X 6-Core
84th
32
755 +/- 64
AMD Ryzen 9 5900X 12-Core
84th
75
759 +/- 102
Intel Xeon Platinum 8490H
83rd
7
765 +/- 5
2 x Intel Xeon Platinum 8490H
83rd
15
765 +/- 37
AMD Ryzen 9 5900HX
83rd
18
770 +/- 41
AMD Ryzen 9 5950X 16-Core
82nd
120
773 +/- 112
Intel Celeron G6900
81st
15
797 +/- 56
AMD Ryzen 5 5500
81st
14
798 +/- 39
AMD Ryzen 7 5800U
80th
12
817 +/- 30
AMD Ryzen 5 PRO 6650U
80th
4
830 +/- 41
Intel Core i9-10850K
80th
10
833 +/- 105
Apple M2
79th
11
840 +/- 3
2 x AMD EPYC 9554 64-Core
79th
9
845 +/- 1
AMD EPYC 9554 64-Core
78th
9
849
2 x AMD EPYC 9654 96-Core
78th
36
852 +/- 72
AMD EPYC 9654 96-Core
78th
11
852 +/- 17
AMD EPYC 75F3 32-Core
78th
10
855 +/- 21
2 x AMD EPYC 73F3 16-Core
78th
6
857 +/- 19
AMD EPYC 73F3 16-Core
78th
6
859 +/- 18
Intel Core i5-10600K
77th
18
865 +/- 99
AMD EPYC 72F3 8-Core
77th
10
870 +/- 84
2 x AMD EPYC 75F3 32-Core
77th
27
872 +/- 39
AMD Ryzen 7 PRO 5850U
76th
71
890 +/- 125
Mid-Tier
75th
> 895
AMD Ryzen 9 3900XT 12-Core
75th
9
897 +/- 27
Intel Core i9-9900K
75th
51
899 +/- 134
Intel Core i7-8086K
75th
30
899 +/- 112
AMD Ryzen 5 PRO 4650G
73rd
8
927 +/- 7
Intel Core i7-7900X
73rd
5
929 +/- 26
AMD Ryzen 7 3800X 8-Core
73rd
10
930 +/- 103
AMD Ryzen 3 3300X 4-Core
73rd
7
932 +/- 27
Intel Core i7-1065G7
72nd
35
937 +/- 108
2 x AMD EPYC 7513 32-Core
72nd
5
940 +/- 19
Intel Xeon E-2288G
72nd
9
940 +/- 122
2 x AMD EPYC 7713 64-Core
72nd
14
940 +/- 25
Intel Core i3-10100
72nd
14
940 +/- 37
AMD EPYC 7713 64-Core
70th
13
958 +/- 38
Intel Core i7-7700K
70th
24
959 +/- 132
2 x Intel Xeon Gold 6346
70th
6
961 +/- 11
Intel Xeon Gold 6346
70th
5
962 +/- 11
2 x Intel Xeon Platinum 8362
69th
8
972 +/- 13
AMD Ryzen 9 3900X 12-Core
69th
92
973 +/- 124
AMD Ryzen 5 3600X 6-Core
69th
21
976 +/- 61
AMD Ryzen 9 3950X 16-Core
69th
35
977 +/- 132
AMD Ryzen 5 3500X 6-Core
67th
10
985 +/- 11
2 x Intel Xeon Gold 6342
67th
6
990 +/- 13
Intel Xeon Gold 6342
67th
6
990 +/- 14
Intel Pentium Gold G6400
67th
7
991 +/- 34
Intel Xeon E3-1275 v6
67th
6
991 +/- 28
AMD Ryzen 7 4700U
67th
14
994 +/- 94
AMD EPYC 7763 64-Core
66th
20
998 +/- 22
AMD Ryzen Threadripper 3990X 64-Core
66th
45
1000 +/- 128
AMD Ryzen Threadripper PRO 3975WX 32-Cores
66th
5
1005 +/- 99
AMD EPYC 7773X 64-Core
65th
6
1008 +/- 9
2 x AMD EPYC 7F52 16-Core
65th
9
1009 +/- 11
AMD Ryzen 5 3600 6-Core
65th
27
1010 +/- 86
2 x AMD EPYC 7763 64-Core
65th
29
1013 +/- 58
AMD EPYC 7F32 8-Core
65th
14
1014 +/- 13
2 x AMD EPYC 7313 16-Core
65th
7
1014 +/- 119
Intel Core i5-7600K
65th
9
1014 +/- 83
Intel Xeon W-2295
65th
10
1014 +/- 67
Intel Core i9-7960X
64th
64
1017 +/- 115
Intel Xeon Platinum 8380
64th
9
1019 +/- 22
Intel Core i7-8700K
64th
57
1021 +/- 141
Intel Xeon E3-1260L v5
64th
18
1023 +/- 4
Intel Core i7-4790K
63rd
7
1028 +/- 148
AMD Ryzen 3 3100 4-Core
63rd
10
1036 +/- 35
Intel Core i5-9400F
63rd
6
1037 +/- 59
Intel Xeon E3-1245 v5
62nd
24
1039 +/- 28
AMD Ryzen 5 5500U
62nd
27
1050 +/- 154
2 x AMD EPYC 7F72 24-Core
62nd
7
1055 +/- 12
AMD Ryzen Threadripper 3960X 24-Core
62nd
8
1056 +/- 153
AMD Ryzen 7 PRO 3700U
61st
6
1060 +/- 7
2 x Intel Xeon Platinum 8380
61st
77
1065 +/- 82
AMD EPYC 7F72 24-Core
61st
13
1070 +/- 13
Intel Core i7-8700
61st
5
1070 +/- 159
Intel Xeon Gold 6258R
58th
4
1094 +/- 12
Intel Core i5-8300H
58th
4
1097 +/- 97
Intel Core i5-1035G1
58th
5
1097 +/- 116
2 x Intel Xeon Platinum 8280
58th
62
1100 +/- 103
2 x Intel Xeon Gold 5220R
57th
11
1111 +/- 24
Intel Xeon Gold 5218
57th
9
1118 +/- 10
Intel Xeon Gold 5220R
56th
5
1123 +/- 9
Intel Xeon Gold 6226R
56th
6
1134 +/- 24
2 x Intel Xeon Gold 6254
55th
28
1139 +/- 2
AMD Custom APU 0405
55th
13
1146 +/- 74
Intel Celeron G5900
54th
6
1154 +/- 23
AMD Ryzen 5 2600X Six-Core
53rd
4
1162 +/- 67
AMD EPYC 7262 8-Core
53rd
5
1163 +/- 26
Intel Core i5-6500
53rd
30
1164 +/- 99
AMD Ryzen Threadripper 1900X 8-Core
53rd
4
1165 +/- 43
Intel Core i3-7100
53rd
9
1166 +/- 146
Intel Xeon Gold 5217
52nd
5
1179 +/- 13
AMD EPYC 7502P 32-Core
52nd
12
1179 +/- 14
AMD EPYC 7702 64-Core
52nd
23
1179 +/- 11
AMD EPYC 7452 32-Core
52nd
7
1181 +/- 18
AMD EPYC 7742 64-Core
52nd
12
1182 +/- 21
Intel Core i7-7700
51st
14
1190 +/- 170
Intel Core i5-10210U
51st
4
1194 +/- 105
AMD EPYC 7552 48-Core
51st
10
1194 +/- 15
Median
50th
1194
AMD EPYC 7532 32-Core
50th
10
1197 +/- 16
2 x Intel Xeon Gold 6248R
50th
10
1198 +/- 47
AMD EPYC 7662 64-Core
50th
10
1199 +/- 13
AMD Ryzen Threadripper 2920X 12-Core
50th
5
1199 +/- 101
Intel Core i5-8600K
50th
19
1206 +/- 2
AMD EPYC 7502 32-Core
49th
8
1208 +/- 14
2 x AMD EPYC 7402 24-Core
49th
4
1211
Intel Core i5-7400
48th
4
1214 +/- 18
AMD EPYC 7302 16-Core
48th
6
1216 +/- 12
AMD EPYC 7272 12-Core
48th
8
1225 +/- 20
AMD EPYC 7642 48-Core
48th
21
1225 +/- 35
Intel Pentium G4400
47th
17
1229 +/- 28
AMD EPYC 7282 16-Core
47th
11
1231 +/- 15
Intel Core i7-8700B
47th
20
1235 +/- 142
AMD EPYC 7232P 8-Core
47th
10
1236 +/- 21
AMD Ryzen 5 2600 Six-Core
47th
13
1239 +/- 135
Intel Core i7-4790
47th
5
1241 +/- 141
2 x AMD EPYC 7742 64-Core
47th
36
1243 +/- 153
2 x AMD EPYC 7502 32-Core
47th
6
1244 +/- 73
AmpereOne 192-Core
46th
9
1247 +/- 66
2 x Intel Xeon Platinum 8259L
46th
5
1252 +/- 1
Intel Core i7-4770K
46th
7
1257 +/- 84
AMD EPYC 7352 24-Core
45th
6
1261 +/- 5
AMD Ryzen 7 1800X Eight-Core
44th
12
1282 +/- 186
Intel Core i7-6700
44th
10
1295 +/- 178
Intel Xeon E5-2687W v3
44th
5
1299 +/- 42
Intel Core i7-8559U
43rd
5
1306 +/- 191
AMD Ryzen 7 2700 Eight-Core
43rd
9
1307 +/- 188
Intel Xeon E5-1680 v3
43rd
8
1310 +/- 174
Ampere Altra ARMv8 Neoverse-N1 160-Core
43rd
10
1315 +/- 44
Intel Core i7-9850H
43rd
8
1317 +/- 13
Intel Xeon Silver 4216
42nd
8
1322 +/- 72
Intel Core i3-8100
42nd
16
1322 +/- 125
Intel Core i3-4130
42nd
9
1328 +/- 43
Intel Xeon E3-1235L v5
42nd
21
1330 +/- 7
Intel Xeon Silver 4108
41st
29
1348 +/- 33
Intel Core i7-5775C
41st
7
1354 +/- 179
AMD Ryzen 5 3500U
40th
13
1367 +/- 84
Intel Core i5-3550
40th
5
1381 +/- 3
Intel Core i7-6700K
39th
20
1404 +/- 36
Intel Core i5-3570K
39th
10
1411 +/- 189
Intel Core i5-8250U
38th
20
1423 +/- 132
AMD Athlon 3000G
37th
17
1440 +/- 174
Intel Core i7-5820K
37th
10
1442 +/- 186
Intel Core i7-3770K
37th
9
1449 +/- 144
2 x Intel Xeon Gold 6140
37th
5
1460 +/- 7
Intel Core i5-4300M
37th
5
1461 +/- 166
Intel Core i5-4430
36th
18
1471 +/- 4
2 x Intel Xeon Gold 6130
36th
7
1476 +/- 102
Intel Core i5-7200U
36th
13
1477 +/- 167
2 x Intel Xeon Gold 6142
35th
5
1494 +/- 16
Intel Xeon W-2123
35th
4
1494 +/- 3
Intel Core i5-2500S
35th
4
1501 +/- 22
Intel Core i5-6260U
35th
7
1503 +/- 58
Intel Core i5-6200U
34th
6
1520 +/- 120
Intel Core i3-8100T
34th
9
1529 +/- 77
AMD Ryzen 7 1700 Eight-Core
34th
35
1535 +/- 178
Intel Core i7-4600U
34th
8
1544 +/- 194
AMD Ryzen Threadripper 1950X 16-Core
33rd
30
1565 +/- 172
2 x AMD EPYC 7601 32-Core
32nd
47
1589 +/- 214
Intel Core i7-4558U
31st
6
1613 +/- 187
AMD EPYC 7251 8-Core
31st
5
1622 +/- 58
Intel Core i7-5960X
31st
20
1634 +/- 200
Intel Core i7-2700K
30th
24
1658 +/- 179
Intel Core i7-5600U
30th
14
1665 +/- 196
ARMv8 Cortex-A76 4-Core
30th
7
1674 +/- 209
Intel Core m3-7Y30
28th
7
1715 +/- 173
Intel Core i3-2120
28th
5
1719 +/- 30
Intel Core i5-5300U
28th
6
1729 +/- 214
Intel Core i7-3770
28th
4
1729 +/- 204
Intel Core i5-5200U
28th
5
1743 +/- 124
Intel Core i7-2600
27th
5
1773 +/- 167
Intel Core i5-3427U
27th
5
1774 +/- 70
Rockchip ARMv8 Cortex-A76 6-Core
27th
7
1774 +/- 17
AMD A10-7850K APU
26th
6
1813 +/- 78
AMD FX-6300 Six-Core
26th
5
1830 +/- 78
Low-Tier
25th
> 1836
Intel Core i5-4210U
25th
5
1861 +/- 215
Rockchip ARMv8 Cortex-A76 4-Core
25th
11
1864 +/- 119
AMD A12-9720P RADEON R7 12 COMPUTE CORES 4C
25th
5
1895 +/- 38
Intel Core i5
24th
8
1909 +/- 145
AMD FX-8150 Eight-Core
24th
4
1935 +/- 9
2 x Intel Xeon Silver 4214
24th
4
1959 +/- 199
Intel Core i7 990X
22nd
13
2054 +/- 244
Intel Core i5-2410M
22nd
5
2058 +/- 142
Intel Core 2 Duo E8500
22nd
5
2129 +/- 11
Intel Core i7-3630QM
21st
4
2149 +/- 4
Intel Core i7 920
21st
12
2211 +/- 5
Intel Core i5-2520M
20th
6
2223 +/- 201
AMD FX-8350 Eight-Core
20th
8
2293 +/- 236
AMD Phenom II X6 1055T
19th
4
2364 +/- 302
Intel Core i3-3120M
19th
4
2369 +/- 312
Intel Core m3-6Y30
19th
5
2402 +/- 183
Intel Core 2 Duo E7500
19th
4
2445 +/- 353
Intel Celeron N4000
19th
4
2472 +/- 44
Intel Core i3-5010U
18th
4
2519 +/- 349
Intel Xeon E5-2609 v4
18th
21
2600 +/- 63
Intel Core 2 Duo T7700
18th
5
2605 +/- 214
Intel Xeon E3-12xx v2
17th
7
2620 +/- 5
Intel Core i3-3110M
17th
10
2620 +/- 335
Loongson-3A5000LL
16th
8
2834 +/- 26
ZHAOXIN KaiXian KX-6640MA
14th
5
3377 +/- 64
Intel Celeron N3350
14th
6
3497 +/- 426
Intel Core 2 Quad Q6600
14th
4
3515 +/- 231
Intel Core 2 Duo T7100
14th
9
3534 +/- 11
Intel Pentium N4200
13th
4
3789 +/- 369
Intel Celeron J3455
13th
14
3918 +/- 355
Intel Core 2 Duo P7350
12th
19
3995 +/- 483
ARMv8 Cortex-A73 8-Core
12th
5
4143 +/- 427
ARMv8 Cortex-A72 16-Core
11th
8
4348 +/- 461
ARMv8 Cortex-A57 6-Core
11th
5
4566 +/- 30
Intel Celeron N2830
10th
5
4798 +/- 140
ARMv7 Cortex-A72 4-Core
10th
92
4808 +/- 638
ARMv8 rev 3 6-Core
10th
7
4859 +/- 515
POWER9 altivec supported 64-Core
10th
11
4859 +/- 6
AMD A6-3410MX APU
10th
4
4953 +/- 40
ARMv7 rev 3 4-Core
9th
38
5088 +/- 416
ARMv8 Cortex-A72 6-Core
9th
16
5107 +/- 293
ARMVv8 Cortex-A73 6-Core
9th
6
5185 +/- 262
AMD E1-1500 APU
7th
4
6280 +/- 12
ARMv7 4-Core
6th
6
6614 +/- 747
rv64imafdcvsu
6th
9
6748 +/- 285
ARMv8 Cortex-A57 4-Core
6th
8
6749 +/- 158
ARMv8 rev 1 4-Core
6th
20
6862 +/- 301
Intel Core i5 460M
6th
4
6931 +/- 302
Intel Atom x5-Z8350
6th
13
7000 +/- 700
ARMv8 Cortex-A55 4-Core
6th
4
7026 +/- 608
ARMv7 rev 1 4-Core
4th
31
9157 +/- 1325
Rockchip ARMv8 Cortex-A53 4-Core
3rd
5
14791 +/- 1370
ARMv7 rev 4 4-Core
2nd
59
20726 +/- 2999
ARMv7 Cortex-A7 4-Core
1st
6
21459 +/- 2343
Detailed Performance Overview
OpenBenchmarking.orgDistribution Of Public Results - Total For Average Test Times8857 Results Range From 233 To 1733771 Milliseconds233349046957510424613891717358820825924293027760131227234694338161441628545095648562752029855496958964062431165898269365372832476299579766683233786700890167993635097102110056921040363107503411097051144376117904712137181248389128306013177311352402138707314217441456415149108615257571560428159509916297701664441169911217337832K4K6K8K10K

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-Time1122334455Min: 1 / Avg: 2.9 / Max: 54

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTotal For Average Test TimesDeviation246810Min: 0 / Avg: 0.24 / Max: 5

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does 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 Times24681012141624324856641281.08962.17923.26884.35845.448

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)
RISC-V 64-bit
riscv64
SiFive RISC-V, SiFive U740, Spacemit X60, rv64imafdc, rv64imafdcsu, rv64imafdcvsu
IBM POWER (PowerPC) 64-bit
ppc64le
POWER8, POWER9 16-Core, POWER9 22-Core, POWER9 4-Core, POWER9 44-Core, POWER9 8-Core, POWER9 80-Core, POWER9 altivec supported 144-Core, POWER9 altivec supported 160-Core, POWER9 altivec supported 176-Core, POWER9 altivec supported 32-Core, POWER9 altivec supported 44-Core, POWER9 altivec supported 64-Core, POWER9 altivec supported 88-Core, POWER9 altivec supported 96-Core
IBM POWER (PowerPC) 64-bit
ppc64
POWER7, POWER9 4-Core, PPC970MP
IBM POWER (PowerPC)
ppc
7447A altivec supported
MIPS 64-bit
mips64
Loongson-2K V0.3 FPU V0.1, Loongson-3A R4, Loongson-3A3000 V0.9 FPU V0.1
MIPS
mips
Baikal-T1 1.2 GHz MIPS P5600 V3.0 FPU V2.0, MIPS P5600 V3.0 FPU V2.0
Loongson LoongArch 64-bit
loongarch64
Loongson-3A5000, Loongson-3A5000-HV, Loongson-3A5000-HV-7A2000-1w-EVB-V1.0, Loongson-3A5000LL, Loongson-3A5000M, Loongson-3A6000, Loongson-3A6000-HV
Intel / AMD x86 32-bit
i686
(Many Processors)
ARMv7 32-bit
armv7l
ARMv7 4-Core, ARMv7 Cortex-A15 8-Core, ARMv7 Cortex-A53 4-Core, ARMv7 Cortex-A7 4-Core, ARMv7 Cortex-A72, ARMv7 Cortex-A72 4-Core, ARMv7 rev 0 2-Core, ARMv7 rev 0 4-Core, ARMv7 rev 1 4-Core, ARMv7 rev 10 2-Core, ARMv7 rev 10 4-Core, ARMv7 rev 2, ARMv7 rev 2 4-Core, ARMv7 rev 3 3-Core, ARMv7 rev 3 4-Core, ARMv7 rev 3 8-Core, ARMv7 rev 4 4-Core, ARMv7 rev 5 3-Core, ARMv7 rev 5 4-Core, ARMv7 rev 5 8-Core
ARMv6 32-bit
armv6l
ARMv6-compatible rev 7, ARMv7
ARMv8 64-bit
arm64
Apple, Apple M1, Apple M1 Max, Apple M1 Pro, Apple M2, Apple M2 Max, Apple M2 Pro, Apple M3, Apple M4, Apple M4 Max, Apple M4 Pro
Arm
arm
ARM Cortex-A7 r0p5
ARMv8 64-bit
aarch64
AArch64 rev 1, AArch64 rev 12, AArch64 rev 14, AArch64 rev 2, AArch64 rev 4, ARMVv8 Cortex-A53 4-Core, ARMVv8 Cortex-A73 6-Core, ARMv8, ARMv8 8-Core, ARMv8 Cortex-A53 2-Core, ARMv8 Cortex-A53 24-Core, ARMv8 Cortex-A53 3-Core, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A53 8-Core, ARMv8 Cortex-A55 4-Core, ARMv8 Cortex-A57, ARMv8 Cortex-A57 4-Core, ARMv8 Cortex-A57 6-Core, ARMv8 Cortex-A57 8-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 16-Core, ARMv8 Cortex-A72 2-Core, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A72 6-Core, ARMv8 Cortex-A72 8-Core, ARMv8 Cortex-A73, ARMv8 Cortex-A73 2-Core, ARMv8 Cortex-A73 4-Core, ARMv8 Cortex-A73 6-Core, ARMv8 Cortex-A73 8-Core, ARMv8 Cortex-A75 8-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Cortex-A77 6-Core, ARMv8 Cortex-A78 4-Core, ARMv8 Cortex-A78E 12-Core, ARMv8 Cortex-A78E 6-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 128-Core, ARMv8 Neoverse-N1 16-Core, ARMv8 Neoverse-N1 2-Core, ARMv8 Neoverse-N1 4-Core, ARMv8 Neoverse-N1 64-Core, ARMv8 Neoverse-N1 80-Core, ARMv8 Neoverse-V1, ARMv8 Neoverse-V1 4-Core, ARMv8 Neoverse-V1 64-Core, ARMv8 Neoverse-V2, ARMv8 Neoverse-V2 72-Core, ARMv8 rev 0 6-Core, ARMv8 rev 0 8-Core, ARMv8 rev 1 4-Core, ARMv8 rev 3 4-Core, ARMv8 rev 3 6-Core, ARMv8 rev 4 8-Core, Amlogic, Amlogic ARMv8 Cortex-A53 4-Core, Ampere ARMv8 Neoverse-N1 128-Core, Ampere ARMv8 Neoverse-N1 160-Core, Ampere ARMv8 Neoverse-N1 256-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Ampere eMAG ARMv8 16-Core, Ampere eMAG ARMv8 32-Core, Ampere eMAG ARMv8 4-Core, Ampere eMAG ARMv8 8-Core, AmpereOne, AmpereOne 192-Core, Apple, Apple M1, Apple M1 Pro, Apple M2, Cavium ThunderX, FT2000AHK, HUAWEI Kunpeng 920, Phytium D2000, Phytium FT-2000, Phytium FT1500A, Phytium FT2000A 4-Core, Phytium FT2000PLUS, Qualcomm, Rockchip, Rockchip ARMVv8 Cortex-A72 6-Core, Rockchip ARMv8 4-Core, Rockchip ARMv8 Cortex-A53 4-Core, Rockchip ARMv8 Cortex-A55 4-Core, Rockchip ARMv8 Cortex-A72 6-Core, Rockchip ARMv8 Cortex-A76 4-Core, Rockchip ARMv8 Cortex-A76 6-Core, Rockchip ARMv8 Cortex-A76 8-Core, SiFive RISC-V, Snapdragon

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