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

10 Seconds

Average Run Time

2 Minutes, 9 Seconds

Test Dependencies

Python

Accolades

20k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsPyPerformance Popularity Statisticspts/pyperformance2020.012020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112024.012024.0310K20K30K40K50K
* 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 21 April 2024.
go5.9%raytrace6.8%crypto_pyaes8.9%python_startup9.2%nbody6.5%float7.4%json_loads8.8%pathlib8.3%regex_compile10.7%chaos6.2%pickle_pure_python6.6%2to36.7%django_template8.0%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: raytrace

OpenBenchmarking.org metrics for this test profile configuration based on 1,635 public results since 11 January 2020 with the latest data as of 19 April 2024.

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 i5-2520M
100th
3
1
AMD A10-7850K APU
100th
3
1
POWER9 44-Core
98th
6
1
Ampere eMAG ARMv8 32-Core
97th
3
2
Intel Celeron B820
97th
3
2
ARMv7 Cortex-A72 4-Core
96th
10
3
Intel Core i5-14500
93rd
3
150
Intel Core i3-14100
92nd
3
160
AMD Ryzen 5 8600G
92nd
4
163
AMD Ryzen 7 7840U
90th
8
174 +/- 1
Intel Core Ultra 7 155H
90th
5
181 +/- 5
AMD Ryzen Threadripper PRO 7995WX 96-Cores
90th
3
182 +/- 2
Intel Core i9-13900K
89th
31
198 +/- 28
Intel Core i9-12900K
85th
8
228 +/- 12
Intel Core i5-13600K
85th
12
231 +/- 1
Intel Core i5-12600K
85th
8
231 +/- 29
AMD Ryzen 5 7600X 6-Core
83rd
6
243 +/- 2
AMD Ryzen 9 7900X 12-Core
81st
7
247
AMD Ryzen 7 7700 8-Core
81st
7
247 +/- 1
Intel Core i5-13400
80th
4
255 +/- 1
AMD Ryzen 5 7600 6-Core
79th
7
257 +/- 1
Intel Core i5-12400
79th
11
262 +/- 33
Intel Xeon E-2336
76th
4
312 +/- 1
Intel Core i7-11700B
76th
4
314 +/- 3
Intel Core i9-11900K
76th
22
314 +/- 22
Mid-Tier
75th
> 314
Intel Core i9-11980HK
74th
3
322 +/- 1
Intel Core i7-11700K
74th
12
326 +/- 4
AMD Ryzen 7 5800X3D 8-Core
72nd
5
334 +/- 4
Intel Core i5-11600K
72nd
4
336 +/- 4
AMD Ryzen 7 5800X 8-Core
70th
47
344 +/- 16
Intel Celeron G6900
67th
5
349 +/- 3
AMD Ryzen 5 5600X 6-Core
67th
16
350 +/- 14
Apple M2
66th
7
351 +/- 1
AMD Ryzen 9 5900HX
66th
4
351 +/- 5
Intel Core i9-10900K
60th
23
367 +/- 31
Intel Core i7-11800H
60th
4
367 +/- 22
Intel Core i9-9900K
60th
6
372 +/- 7
Intel Xeon E-2288G
59th
7
377 +/- 5
Apple M1
57th
8
387 +/- 8
AMD Ryzen 5 5500
57th
4
387 +/- 16
Intel Core i7-8700K
55th
4
400 +/- 23
Intel Core i7-7700K
55th
3
400 +/- 1
Intel Core i7-7900X
54th
3
408
AMD Ryzen 7 3800XT 8-Core
54th
3
410 +/- 6
Intel Core i3-10100
53rd
8
416 +/- 3
AMD Ryzen 9 3900XT 12-Core
52nd
7
421 +/- 8
Intel Core i7-10875H
51st
6
425 +/- 6
AMD Ryzen 9 3950X 16-Core
51st
12
426 +/- 10
Median
50th
427
Intel Xeon W-2295
50th
6
430 +/- 17
AMD Ryzen 3 3300X 4-Core
49th
4
431 +/- 3
Intel Core i5-7600K
49th
4
432 +/- 2
AMD Ryzen 9 3900X 12-Core
49th
11
432 +/- 22
Intel Core i7-8809G
48th
3
435 +/- 1
AMD Ryzen 5 3600X 6-Core
47th
3
438 +/- 18
AMD Ryzen 7 3800X 8-Core
46th
4
442 +/- 4
AMD Ryzen Threadripper 3960X 24-Core
45th
4
443 +/- 22
2 x AMD EPYC 75F3 32-Core
45th
7
444 +/- 47
AMD Ryzen 7 3700X 8-Core
44th
6
446 +/- 20
Intel Core i7-9750H
44th
5
447 +/- 17
AMD Ryzen Threadripper 3990X 64-Core
44th
29
448 +/- 51
Intel Pentium Gold G6400
43rd
4
450 +/- 1
Intel Core i5-9400F
42nd
3
454 +/- 4
AMD Ryzen 5 PRO 4650G
41st
8
456 +/- 10
Intel Xeon E3-1280 v5
41st
3
459 +/- 5
Intel Xeon Silver 4215R
39th
3
465
Intel Core i7-1065G7
39th
6
468 +/- 44
2 x Intel Xeon Platinum 8280
39th
11
469 +/- 36
AMD Ryzen Threadripper 3970X 32-Core
39th
22
470 +/- 61
AMD EPYC 7F32 8-Core
38th
5
471
Intel Core i3-7100
38th
6
474 +/- 13
AMD EPYC 7F52 16-Core
37th
9
475 +/- 1
AMD Ryzen 5 3500X 6-Core
36th
7
478 +/- 2
AMD Ryzen 3 3100 4-Core
36th
6
478 +/- 2
AMD Ryzen 5 3600 6-Core
36th
8
479 +/- 43
Intel Core i7-1185G7
35th
9
484 +/- 45
Intel Xeon Gold 5218
34th
7
489 +/- 28
AMD Ryzen 5 5500U
34th
7
493 +/- 69
AMD EPYC 7F72 24-Core
33rd
9
500 +/- 7
Intel Xeon Gold 6226R
33rd
6
501 +/- 29
Intel Xeon Gold 5217
32nd
4
502
Intel Xeon E3-1260L v5
32nd
3
505 +/- 1
Intel Core i7-9700TE
32nd
4
505 +/- 1
2 x AMD EPYC 7763 64-Core
30th
8
517 +/- 48
2 x Intel Xeon Platinum 8380
30th
28
524 +/- 60
AMD Custom APU 0405
29th
4
526 +/- 2
Intel Core i7-10700T
29th
3
527 +/- 26
Intel Celeron G5900
29th
4
529 +/- 1
Intel Xeon Silver 4214R
28th
3
530
AMD EPYC 7262 8-Core
27th
3
541
AMD EPYC 7542 32-Core
26th
4
544
AMD EPYC 7502P 32-Core
26th
5
550
Low-Tier
25th
> 550
AMD EPYC 7402P 24-Core
25th
5
551
AMD EPYC 7452 32-Core
25th
5
552
AMD EPYC 7502 32-Core
25th
3
552
2 x AMD EPYC 7742 64-Core
24th
3
554 +/- 10
AMD EPYC 7702 64-Core
24th
5
554
AMD EPYC 7552 48-Core
24th
5
558
AMD EPYC 7662 64-Core
22nd
5
561
AMD EPYC 7532 32-Core
22nd
5
561
Intel Core i7-5960X
22nd
5
562 +/- 9
AMD EPYC 7272 12-Core
20th
3
575
AMD EPYC 7282 16-Core
20th
5
575
AMD Ryzen Threadripper 2990WX 32-Core
20th
4
576 +/- 16
AMD EPYC 7232P 8-Core
20th
5
576
AMD EPYC 7252 8-Core
19th
3
577
Intel Xeon Silver 4216
19th
7
581 +/- 6
AMD EPYC 7352 24-Core
18th
6
584 +/- 2
Intel Core i7-4558U
17th
4
599 +/- 6
AMD Ryzen 7 1800X Eight-Core
16th
3
606 +/- 1
AMD Ryzen 7 2700 Eight-Core
16th
3
607 +/- 3
Intel Xeon Platinum 8253
13th
3
628 +/- 6
Intel Core i5-6260U
13th
5
630 +/- 5
AMD Ryzen 3 1300X
12th
3
639 +/- 1
2 x Intel Xeon E5-2630 v4
12th
6
644 +/- 42
AMD Ryzen 5 2600 Six-Core
11th
3
661 +/- 63
Intel Core i7-4960X
10th
4
676 +/- 7
Intel Core i7-10610U
10th
9
684 +/- 45
AMD Ryzen 7 1700 Eight-Core
10th
9
687 +/- 27
2 x AMD EPYC 7601 32-Core
6th
6
754 +/- 13
Intel Core i7-3517U
2nd
3
944 +/- 3
OpenBenchmarking.orgDistribution Of Public Results - Benchmark: raytrace1635 Results Range From 1 To 987 Milliseconds13263941251561872182492803113423734044354664975285595906216526837147457768078388699009319629934080120160200

Based on OpenBenchmarking.org data, the selected test / test configuration (PyPerformance 1.0.0 - Benchmark: raytrace) has an average run-time of 5 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: raytraceRun-Time612182430Min: 1 / Avg: 4.59 / Max: 24

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 RunsBenchmark: raytraceDeviation3691215Min: 0 / Avg: 0.11 / Max: 7

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.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BasePyPerformance CPU Core ScalingBenchmark: raytrace24681012162432640.46040.92081.38121.84162.302

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.

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
IBM POWER (PowerPC) 64-bit
ppc64le
POWER9 44-Core
ARMv7 32-bit
armv7l
ARMv7 Cortex-A72 4-Core, ARMv7 rev 3 4-Core
ARMv8 64-bit
arm64
Apple M2 Max
ARMv8 64-bit
aarch64
ARMv8, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A77 6-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 2-Core, ARMv8 Neoverse-N2, ARMv8 Neoverse-V1, ARMv8 Neoverse-V2, Ampere ARMv8 Neoverse-N1 256-Core, Ampere eMAG ARMv8 32-Core, Apple M1, Apple M1 Pro, Apple M2, Rockchip ARMv8 Cortex-A76 6-Core

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 141 Benchmark Results

1 System - 134 Benchmark Results

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

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 113 Benchmark Results

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

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 150 Benchmark Results

Intel Xeon Platinum 8488C - Amazon EC2 c7i.large - Intel 440FX 82441FX PMC

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 156 Benchmark Results

AMD EPYC 9R14 - Amazon EC2 c7a.large - Intel 440FX 82441FX PMC

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 135 Benchmark Results

Intel Xeon Platinum 8488C - Amazon EC2 c7i.large - Intel 440FX 82441FX PMC

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 141 Benchmark Results

AMD EPYC 9R14 - Amazon EC2 c7a.large - Intel 440FX 82441FX PMC

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

3 Systems - 15 Benchmark Results

AMD Ryzen 9 7900 12-Core - MSI X670E GAMING PLUS WIFI - AMD Device 14d8

Ubuntu 23.10 - 6.5.0-26-generic - KDE Plasma 5.27.8

1 System - 128 Benchmark Results

Intel Xeon Platinum 8488C - Amazon EC2 c7i.large - Intel 440FX 82441FX PMC

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 113 Benchmark Results

AMD EPYC 9R14 - Amazon EC2 c7a.large - Intel 440FX 82441FX PMC

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 107 Benchmark Results

Intel Xeon Platinum 8488C - Amazon EC2 c7i.large - Intel 440FX 82441FX PMC

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 102 Benchmark Results

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

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 96 Benchmark Results

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

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 95 Benchmark Results

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

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 94 Benchmark Results

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

Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

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

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

4 Systems - 14 Benchmark Results

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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 - 174 Benchmark Results

Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

Fedora 32 - 5.6.6-300.fc32.x86_64 - GNOME Shell 3.36.1

3 Systems - 101 Benchmark Results

Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers

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8 Systems - 439 Benchmark Results

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12 Systems - 229 Benchmark Results

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8 Systems - 246 Benchmark Results

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ManjaroLinux 20.0 - 5.6.7-1-MANJARO - Xfce 4.14

6 Systems - 136 Benchmark Results

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Debian testing - 5.7.0-1-amd64 - GNOME Shell 3.36.4

3 Systems - 301 Benchmark Results

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2 Systems - 297 Benchmark Results

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Pop 20.04 - 5.4.0-7642-generic - GNOME Shell 3.36.4

4 Systems - 513 Benchmark Results

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2 Systems - 403 Benchmark Results

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