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/pybench2010.122011.052011.102012.032012.082013.012013.062013.112014.042014.092015.022015.072015.122016.052016.102017.032017.082018.012018.062018.112019.042019.092020.022020.072020.122021.052021.102022.032022.082023.012023.062023.1120K40K60K80K100K
* 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 27 November 2023.

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 8,538 public results since 18 February 2018 with the latest data as of 28 November 2023.

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 i9-14900K
100th
12
379 +/- 4
Intel Core i5-14600K
100th
6
434 +/- 9
Intel Core i9-13900K
100th
42
447 +/- 35
Intel Core i5-12600
100th
5
495 +/- 4
Intel Core i7-12700H
99th
4
501 +/- 34
Intel Core i5-13600K
99th
14
513 +/- 21
Intel Core i5-12600K
98th
28
535 +/- 8
AMD Ryzen 7 7840U
98th
9
556 +/- 17
Intel Core i9-12900H
97th
4
560 +/- 22
AMD Ryzen 5 7600X 6-Core
97th
20
565 +/- 30
AMD Ryzen 9 7900X 12-Core
97th
24
566 +/- 36
AMD Ryzen 7 7700X 8-Core
97th
28
575 +/- 39
AMD Ryzen Z1 Extreme
97th
9
577 +/- 50
Intel Core i5-13400
97th
4
578 +/- 1
AMD Ryzen Threadripper 7970X 32-Cores
97th
4
583 +/- 4
AMD Ryzen 7 7700 8-Core
97th
15
585 +/- 27
AMD Ryzen 9 7950X 16-Core
97th
47
588 +/- 62
Intel Core i5-12400
97th
18
589 +/- 9
AMD Ryzen 7 PRO 7840U
96th
13
605 +/- 64
AMD Ryzen 9 7950X3D 16-Core
96th
22
609 +/- 61
AMD Ryzen 7 7800X3D 8-Core
96th
10
613 +/- 40
Intel Xeon Platinum 8480
95th
5
619 +/- 41
AMD Ryzen 9 7900X3D 12-Core
95th
16
620 +/- 65
AMD Ryzen 9 7900 12-Core
95th
16
629 +/- 77
AMD Ryzen 5 7600 6-Core
95th
10
641 +/- 66
Intel Core i7-11700K
94th
13
682 +/- 21
Intel Core i9-11900K
94th
38
689 +/- 71
Intel Core i5-11600K
94th
10
697 +/- 15
Intel Xeon E-2388G
94th
11
705 +/- 58
Intel Xeon E-2336
94th
9
707 +/- 3
Intel Core i7-11700B
93rd
4
721 +/- 5
2 x Intel Xeon Max 9480
93rd
8
724 +/- 81
2 x AMD EPYC 9374F 32-Core
92nd
5
736 +/- 3
AMD Ryzen 7 PRO 6850U
91st
24
740 +/- 77
AMD EPYC 9374F 32-Core
91st
4
740 +/- 5
AMD Ryzen 7 5700G
90th
12
760 +/- 12
AMD Ryzen 7 5800X3D 8-Core
90th
24
761 +/- 47
AMD Ryzen 7 5800X 8-Core
90th
72
761 +/- 53
2 x Intel Xeon Platinum 8490H
90th
10
765 +/- 47
Intel Xeon Platinum 8490H
89th
4
766 +/- 6
AMD Ryzen 9 5900X 12-Core
89th
68
766 +/- 104
AMD Ryzen 5 5600X 6-Core
89th
28
769 +/- 55
AMD Ryzen 9 5900HX
89th
16
774 +/- 12
AMD Ryzen 9 5950X 16-Core
89th
114
778 +/- 112
Intel Celeron G6900
88th
15
797 +/- 56
AMD Ryzen 5 5500
87th
9
826 +/- 5
AMD Ryzen 7 5800U
87th
6
826 +/- 38
Intel Core i9-10850K
87th
10
833 +/- 105
Apple M2
86th
11
840 +/- 3
2 x AMD EPYC 9554 64-Core
86th
9
845 +/- 1
AMD EPYC 9554 64-Core
85th
9
849
AMD Ryzen 7 3800XT 8-Core
85th
5
852 +/- 34
AMD EPYC 75F3 32-Core
85th
10
855 +/- 21
2 x AMD EPYC 73F3 16-Core
85th
6
857 +/- 19
AMD EPYC 9654 96-Core
85th
9
859 +/- 5
AMD EPYC 73F3 16-Core
85th
6
859 +/- 18
Intel Core i5-10600K
85th
18
860 +/- 100
2 x AMD EPYC 9654 96-Core
84th
31
863 +/- 70
2 x AMD EPYC 74F3 24-Core
84th
4
867 +/- 16
AMD EPYC 72F3 8-Core
84th
10
870 +/- 84
2 x AMD EPYC 75F3 32-Core
84th
27
872 +/- 39
AMD EPYC 74F3 24-Core
84th
4
872 +/- 17
AMD Ryzen 9 3900XT 12-Core
82nd
9
897 +/- 27
AMD Ryzen 7 PRO 5850U
82nd
67
898 +/- 124
Intel Core i7-8086K
82nd
30
899 +/- 112
Intel Core i9-9900K
82nd
51
899 +/- 134
AMD Ryzen 5 5600G
81st
16
909 +/- 119
Intel Core i7-1185G7
81st
16
916 +/- 127
Intel Core i5-1135G7
80th
4
923 +/- 127
AMD Ryzen 5 PRO 4650G
80th
8
927 +/- 7
Intel Core i7-7900X
80th
5
929 +/- 26
AMD Ryzen 3 3300X 4-Core
80th
8
929 +/- 27
Intel Core i3-10100
80th
15
931 +/- 32
AMD Ryzen 7 3800X 8-Core
79th
8
937 +/- 114
2 x AMD EPYC 7713 64-Core
79th
14
940 +/- 25
AMD EPYC 7543 32-Core
79th
4
940 +/- 17
2 x AMD EPYC 7513 32-Core
79th
5
940 +/- 19
Intel Xeon E-2288G
79th
9
940 +/- 122
Intel Core i7-1065G7
79th
34
941 +/- 107
AMD Ryzen 7 5800H
79th
4
944 +/- 124
AMD EPYC 7713 64-Core
77th
13
958 +/- 38
AMD Ryzen 9 3950X 16-Core
77th
40
959 +/- 110
Intel Core i7-7700K
77th
25
959 +/- 130
2 x Intel Xeon Gold 6346
77th
6
961 +/- 11
Intel Xeon Gold 6346
77th
5
962 +/- 11
2 x Intel Xeon Gold 6250
76th
4
966 +/- 30
AMD Ryzen 5 3600X 6-Core
76th
23
971 +/- 62
2 x Intel Xeon Platinum 8362
76th
8
972 +/- 13
Mid-Tier
75th
> 975
AMD Ryzen 9 3900X 12-Core
75th
89
983 +/- 118
AMD Ryzen 5 3500X 6-Core
74th
10
985 +/- 11
2 x Intel Xeon Gold 6342
74th
6
990 +/- 13
Intel Xeon Gold 6342
74th
6
990 +/- 14
Intel Pentium Gold G6400
74th
7
991 +/- 34
AMD EPYC 7763 64-Core
74th
13
994 +/- 26
2 x AMD EPYC 7663 56-Core
73rd
4
995 +/- 20
AMD Ryzen Threadripper 3990X 64-Core
73rd
45
1000 +/- 128
AMD Ryzen 5 3600 6-Core
72nd
26
1004 +/- 84
AMD Ryzen Threadripper PRO 3975WX 32-Cores
72nd
5
1005 +/- 99
Intel Core i5-7600K
72nd
18
1007 +/- 60
AMD EPYC 7773X 64-Core
72nd
6
1008 +/- 9
AMD Ryzen 7 4700U
72nd
12
1011 +/- 90
AMD EPYC 7F32 8-Core
72nd
16
1012 +/- 15
2 x AMD EPYC 7763 64-Core
71st
29
1013 +/- 58
Intel Xeon W-2295
71st
10
1014 +/- 67
2 x AMD EPYC 7313 16-Core
71st
7
1014 +/- 119
2 x AMD EPYC 7F52 16-Core
71st
14
1016 +/- 14
Intel Core i9-7960X
71st
64
1017 +/- 115
Intel Core i7-8700K
70th
57
1021 +/- 141
Intel Xeon E3-1260L v5
70th
18
1023 +/- 4
Intel Xeon Platinum 8380
70th
8
1024 +/- 15
Intel Xeon E-2278G
70th
4
1026
Intel Core i7-4790K
70th
7
1028 +/- 148
2 x AMD EPYC 7F32 8-Core
70th
8
1029 +/- 32
AMD Ryzen 3 3100 4-Core
69th
11
1032 +/- 36
Intel Core i5-9400F
69th
6
1037 +/- 59
Intel Xeon E3-1245 v5
69th
24
1039 +/- 28
AMD EPYC 7313P 16-Core
69th
4
1049 +/- 72
AMD Ryzen 5 5500U
68th
27
1050 +/- 154
AMD Ryzen Threadripper 3960X 24-Core
68th
8
1056 +/- 153
2 x Intel Xeon Platinum 8380
67th
76
1066 +/- 82
AMD EPYC 7F72 24-Core
67th
15
1068 +/- 14
Intel Core i7-8700
67th
5
1070 +/- 159
2 x AMD EPYC 7F72 24-Core
67th
11
1073 +/- 33
2 x Intel Xeon Silver 4215R
65th
4
1083 +/- 38
2 x Intel Xeon Gold 6258R
65th
5
1083 +/- 34
Intel Core i5-1035G1
64th
5
1097 +/- 116
2 x Intel Xeon Platinum 8280
64th
70
1099 +/- 98
Intel Xeon Silver 4215R
64th
5
1099 +/- 26
Intel Xeon Gold 6258R
64th
5
1104 +/- 25
2 x Intel Xeon Gold 5220R
63rd
14
1113 +/- 27
Intel Core i7-8850H
63rd
4
1115 +/- 85
Intel Xeon Gold 5218
62nd
14
1122 +/- 22
Intel Xeon Gold 5220R
62nd
6
1131 +/- 20
Intel Xeon Gold 6226R
61st
8
1135 +/- 28
2 x Intel Xeon Gold 6254
61st
28
1139 +/- 2
AMD Ryzen 5 2600X Six-Core
60th
5
1142 +/- 73
Intel Celeron G5900
59th
6
1154 +/- 23
AMD EPYC 7262 8-Core
59th
6
1158 +/- 26
AMD Custom APU 0405
59th
11
1164 +/- 66
AMD Ryzen Threadripper 1900X 8-Core
58th
4
1165 +/- 43
Intel Core i3-7100
58th
9
1166 +/- 146
Intel Xeon Gold 5217
57th
10
1176 +/- 25
Intel Core i5-6500
57th
38
1178 +/- 123
AMD EPYC 7702 64-Core
57th
24
1178 +/- 12
AMD EPYC 7502P 32-Core
57th
16
1179 +/- 13
AMD EPYC 7742 64-Core
57th
14
1180 +/- 25
AMD Ryzen Threadripper 2920X 12-Core
56th
6
1182 +/- 100
2 x Intel Xeon Gold 6248R
56th
12
1183 +/- 58
2 x Intel Xeon Platinum 8272CL
56th
4
1184 +/- 2
AMD EPYC 7452 32-Core
56th
9
1189 +/- 40
Intel Core i7-7700
56th
13
1190 +/- 176
AMD EPYC 7552 48-Core
55th
11
1191 +/- 16
Intel Core i5-10210U
55th
4
1194 +/- 105
2 x AMD EPYC 7262 8-Core
55th
6
1194 +/- 53
AMD EPYC 7532 32-Core
55th
11
1194 +/- 19
AMD EPYC 7502 32-Core
55th
9
1201 +/- 24
2 x AMD EPYC 7742 64-Core
54th
46
1203 +/- 72
AMD EPYC 7662 64-Core
54th
12
1205 +/- 35
Intel Core i5-8600K
54th
19
1206 +/- 2
AMD EPYC 7302 16-Core
53rd
7
1209 +/- 22
2 x AMD EPYC 7532 32-Core
53rd
8
1211 +/- 54
AMD EPYC 7542 32-Core
53rd
10
1213 +/- 180
2 x AMD EPYC 7402 24-Core
53rd
9
1216 +/- 41
AMD EPYC 7272 12-Core
52nd
9
1223 +/- 20
AMD EPYC 7642 48-Core
52nd
22
1224 +/- 38
AMD Ryzen 5 2600 Six-Core
52nd
15
1227 +/- 64
AMD EPYC 7282 16-Core
51st
12
1229 +/- 16
Intel Pentium G4400
51st
17
1229 +/- 28
Intel Core i7-4770K
51st
18
1229 +/- 62
2 x AMD EPYC 7552 48-Core
51st
5
1236 +/- 47
2 x AMD EPYC 7502 32-Core
51st
11
1237 +/- 59
Intel Core i7-8700B
51st
21
1238 +/- 139
Median
50th
1238
AMD EPYC 7252 8-Core
50th
4
1240 +/- 24
2 x Intel Xeon Silver 4214R
50th
4
1241 +/- 43
Intel Core i7-4790
50th
5
1241 +/- 141
2 x AMD EPYC 7642 48-Core
50th
6
1243 +/- 42
AMD EPYC 7232P 8-Core
50th
17
1251 +/- 46
2 x Intel Xeon Platinum 8259L
50th
5
1252 +/- 1
AMD EPYC 7352 24-Core
49th
7
1256 +/- 14
Intel Xeon Silver 4214R
49th
5
1256 +/- 30
2 x AMD EPYC 7252 8-Core
48th
7
1276 +/- 64
2 x AMD EPYC 7282 16-Core
48th
6
1278 +/- 45
2 x AMD EPYC 7272 12-Core
48th
6
1278 +/- 71
2 x AMD EPYC 7352 24-Core
48th
7
1281 +/- 56
AMD Ryzen 7 1800X Eight-Core
48th
12
1282 +/- 186
Intel Core i7-6700
47th
10
1295 +/- 178
Intel Xeon E5-1680 v3
47th
18
1297 +/- 163
Intel Core i7-8559U
46th
5
1306 +/- 191
AMD Ryzen 7 2700 Eight-Core
46th
9
1307 +/- 188
Intel Core i3-8100
46th
17
1313 +/- 126
Ampere Altra ARMv8 Neoverse-N1 160-Core
46th
11
1314 +/- 42
Intel Core i7-9850H
46th
8
1317 +/- 13
Intel Core i3-4130
45th
9
1328 +/- 43
Intel Xeon E3-1235L v5
45th
21
1330 +/- 7
Intel Xeon E5-2687W v3
45th
15
1336 +/- 37
Intel Xeon Silver 4216
44th
14
1344 +/- 64
Intel Xeon Silver 4108
44th
29
1348 +/- 33
Intel Core i7-5775C
44th
19
1351 +/- 197
2 x Intel Xeon Silver 4210
43rd
4
1358 +/- 45
Intel Core i5-8250U
43rd
33
1364 +/- 181
AMD Ryzen 5 3500U
43rd
13
1367 +/- 84
Intel Core i5-3550
42nd
5
1381 +/- 3
2 x Intel Xeon Silver 4216
42nd
4
1385 +/- 48
Intel Core i7-6700K
41st
20
1404 +/- 36
Intel Core i5-3570K
41st
10
1411 +/- 189
Intel Core i7-10610U
40th
10
1430 +/- 148
Intel Core i5-6500T
40th
4
1431 +/- 71
AMD Athlon 3000G
40th
17
1440 +/- 174
Intel Core i7-3770K
39th
17
1457 +/- 153
2 x Intel Xeon Gold 6140
39th
5
1460 +/- 7
Intel Core i5-4300M
39th
5
1461 +/- 166
Intel Core i5-4430
38th
17
1471 +/- 3
2 x Intel Xeon Gold 6130
38th
7
1476 +/- 102
Intel Core i7-5820K
38th
9
1480 +/- 150
Intel Core i5-7200U
37th
12
1492 +/- 166
2 x Intel Xeon Gold 6142
37th
5
1494 +/- 16
Intel Xeon W-2123
37th
4
1494 +/- 3
Intel Core i5-2500S
37th
4
1501 +/- 22
Intel Core i5-6260U
37th
7
1503 +/- 58
Intel Core i5-6200U
36th
6
1520 +/- 120
AMD Ryzen 7 1700 Eight-Core
36th
35
1535 +/- 178
Intel Core i7-4558U
36th
20
1540 +/- 208
Intel Core i7-4600U
35th
8
1544 +/- 194
Intel Core i7-5960X
35th
30
1555 +/- 221
AMD Ryzen Threadripper 1950X 16-Core
35th
30
1565 +/- 172
2 x AMD EPYC 7601 32-Core
34th
48
1593 +/- 214
AMD EPYC 7251 8-Core
33rd
6
1608 +/- 63
Intel Core i5-2500K
33rd
14
1612 +/- 220
Intel Core i7-5600U
33rd
22
1617 +/- 209
Intel Core i7-2700K
32nd
38
1640 +/- 187
Intel Core m3-7Y30
30th
7
1715 +/- 173
ARMv8 Cortex-A76 4-Core
30th
5
1717 +/- 239
Intel Core i5-5300U
30th
18
1724 +/- 243
Intel Core i7-3770
30th
4
1729 +/- 204
Intel Core i5-5200U
29th
5
1743 +/- 124
AMD A10-7870K Radeon R7 12 Compute Cores 4C
29th
6
1752 +/- 93
Intel Core i3-2120
29th
15
1761 +/- 36
Intel Core i7-2600
29th
5
1773 +/- 167
Intel Core i5-3427U
28th
5
1774 +/- 70
Rockchip ARMv8 Cortex-A76 6-Core
28th
7
1774 +/- 17
AMD FX-8370E Eight-Core
28th
5
1790 +/- 74
AMD A10-7850K APU
28th
6
1813 +/- 78
AMD FX-6300 Six-Core
27th
5
1830 +/- 78
Intel Core i5-4210U
26th
5
1861 +/- 215
2 x Intel Xeon Silver 4208
26th
4
1878 +/- 3
AMD A12-9720P RADEON R7 12 COMPUTE CORES 4C
26th
5
1895 +/- 38
Low-Tier
25th
> 1911
Rockchip ARMv8 Cortex-A76 4-Core
25th
9
1917 +/- 11
AMD FX-8150 Eight-Core
25th
4
1935 +/- 9
2 x Intel Xeon Silver 4214
25th
4
1959 +/- 199
Intel Core i7 990X
24th
21
2003 +/- 220
Intel Core i5-2520M
24th
18
2029 +/- 256
Intel Core i5-2410M
23rd
5
2058 +/- 142
Intel Core 2 Duo E8500
23rd
5
2129 +/- 11
Intel Core i7-3630QM
22nd
4
2149 +/- 4
Intel Core i7 920
22nd
12
2211 +/- 5
AMD FX-8350 Eight-Core
20th
8
2293 +/- 236
AMD Phenom II X6 1055T
20th
4
2364 +/- 302
Intel Core i3-3120M
20th
4
2369 +/- 312
Intel Core m3-6Y30
20th
5
2402 +/- 183
2 x Intel Xeon E5540
20th
11
2405 +/- 194
Intel Core 2 Duo E7500
19th
4
2445 +/- 353
Intel Celeron N4000
19th
4
2472 +/- 44
Intel Core i3-5010U
19th
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
18th
7
2620 +/- 5
Intel Core i3-3110M
18th
10
2620 +/- 335
Intel Core i3 370M
17th
9
2809 +/- 267
Intel Core i7 720Q
17th
10
2830 +/- 48
Loongson-3A5000LL
17th
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
13th
19
3995 +/- 483
ARMv8 Cortex-A73 8-Core
13th
4
4025 +/- 388
ARMv8 Cortex-A72 16-Core
12th
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
AMD A6-3410MX APU
10th
4
4953 +/- 40
POWER9 altivec supported 64-Core
10th
15
4962 +/- 177
ARMv7 rev 3 4-Core
10th
38
5088 +/- 416
ARMv8 Cortex-A72 6-Core
9th
16
5107 +/- 293
ARMVv8 Cortex-A73 6-Core
9th
6
5185 +/- 262
Intel Celeron N3050
8th
14
5566 +/- 199
ARMv8 Cortex-A57 8-Core
7th
13
6140 +/- 604
AMD E1-1500 APU
7th
4
6280 +/- 12
ARMv7 4-Core
6th
6
6614 +/- 747
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
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
2nd
6
21459 +/- 2343
OpenBenchmarking.orgDistribution Of Public Results - Total For Average Test Times8526 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: 3.03 / 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: 0.21 / 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 Times246810121416202432485664961281.08332.16663.24994.33325.4165

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, 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
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 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 6-Core, ARMv8 Cortex-A73 8-Core, ARMv8 Cortex-A75 8-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Cortex-A77 6-Core, ARMv8 Cortex-A78E 6-Core, ARMv8 Neoverse-N1, 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 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, Apple, Apple M1, Apple M1 Pro, Apple M2, Cavium ThunderX, FT2000AHK, HUAWEI Kunpeng 920, Phytium FT-2000, Phytium FT1500A, Phytium FT2000A 4-Core, Phytium FT2000PLUS, 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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