R Benchmark

This test is a quick-running survey of general R performance

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

Project Site

cran.r-project.org

Test Created

5 January 2016

Last Updated

4 March 2018

Test Maintainer

Victor Rodriguez Bahena 

Test Type

Processor

Average Install Time

1 Second

Average Run Time

3 Minutes, 57 Seconds

Accolades

90k+ Downloads

Supported Platforms


Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsR Benchmark Popularity Statisticspts/rbenchmark2016.012016.032016.052016.072016.092016.112017.012017.032017.052017.072017.092017.112018.012018.032018.052018.072018.092018.112019.012019.032019.052019.072019.092019.112020.012020.032020.052020.072020.092020.112021.014K8K12K16K20K
* 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 Sat, 27 Feb 2021 11:31:08 GMT.

Revision History

pts/rbenchmark-1.0.3   [View Source]   Sun, 04 Mar 2018 15:00:48 GMT
Add Windows support.

pts/rbenchmark-1.0.2   [View Source]   Wed, 20 Jan 2016 19:38:11 GMT
Maintainer update

pts/rbenchmark-1.0.1   [View Source]   Tue, 05 Jan 2016 17:52:38 GMT
Add pts-footnote support

pts/rbenchmark-1.0.0   [View Source]   Tue, 05 Jan 2016 15:40:16 GMT
Initial commit of the Clear Linux modified test profile.

Suites Using This Test

Machine Learning

CPU Massive

Scientific Computing

HPC - High Performance Computing

Single-Threaded


Performance Metrics

Analyze Test Configuration:

R Benchmark

OpenBenchmarking.org metrics for this test profile configuration based on 1,073 public results since 1 August 2017 with the latest data as of 23 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
Seconds (Average)
98th
4
0.120 +/- 0.001
97th
3
0.127 +/- 0.017
94th
43
0.133 +/- 0.018
86th
43
0.152 +/- 0.020
84th
42
0.158 +/- 0.021
84th
41
0.159 +/- 0.017
Mid-Tier
75th
> 0.178
72nd
46
0.184 +/- 0.021
68th
4
0.197 +/- 0.005
61st
3
0.218 +/- 0.005
58th
20
0.232 +/- 0.009
55th
3
0.241 +/- 0.011
Median
50th
0.252
49th
24
0.257 +/- 0.013
49th
28
0.258 +/- 0.025
45th
3
0.283 +/- 0.002
40th
5
0.324 +/- 0.013
39th
10
0.339 +/- 0.029
34th
3
0.375 +/- 0.006
32nd
3
0.396 +/- 0.040
32nd
3
0.403 +/- 0.009
26th
4
0.475 +/- 0.037
Low-Tier
25th
> 0.476
11th
8
0.864 +/- 0.009
8th
3
1.016 +/- 0.103
5th
10
1.167 +/- 0.145
2nd
3
1.995 +/- 0.180
OpenBenchmarking.orgDistribution Of Public Results1073 Results Range From 0 To 8 Seconds00.6671.3342.0012.6683.3354.0024.6695.3366.0036.677.3378.0042004006008001000

Based on OpenBenchmarking.org data, the selected test / test configuration (R Benchmark) 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 BenchmarkRun-Time510152025Min: 1 / Avg: 3 / Max: 20

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.45 / Max: 3

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 1 Benchmark Result

Intel Core i7-8700K - Gigabyte Z370M DS3H-CF - Intel 8th Gen Core

Ubuntu 20.04 - 5.4.0-66-generic - GCC 9.3.0

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 - 1 Benchmark Result

Intel Core i7-2620M - LENOVO 4176A14 - Intel 2nd Generation Core DRAM

Fedora 33 - 5.10.13-200.fc33.x86_64 - GNOME Shell 3.38.3

2 Systems - 119 Benchmark Results

AMD EPYC 7F52 16-Core - Supermicro Super Server 0123456789 - AMD [AMD] Starship

FreeBSD - 13.0-BETA1 - Clang 11.0.1

5 Systems - 131 Benchmark Results

AMD EPYC 7F52 16-Core - Supermicro Super Server 0123456789 - AMD [AMD] Starship

FreeBSD - 12.2-RELEASE - Clang 10.0.1

4 Systems - 131 Benchmark Results

Intel Xeon E-2278GEL - Logic Supply RXM-181 TBD by OEM - Intel

FreeBSD - 12.2-RELEASE - Clang 10.0.1

3 Systems - 156 Benchmark Results

Intel Core i7-10700T - Insyde CometLake TBD by OEM - Intel

FreeBSD - 12.2-RELEASE - Clang 10.0.1

3 Systems - 14 Benchmark Results

AMD Ryzen 7 1700X Eight-Core - MSI X370 GAMING PRO CARBON - AMD Family 17h

elementary 5.0 - 4.15.0-38-generic - nouveau 1.0.15

3 Systems - 14 Benchmark Results

AMD Opteron X3421 APU - HPE ProLiant MicroServer Gen10 Rev B - 16GB

FreeBSD - 12.2-RELEASE-p2 - Clang 10.0.1

3 Systems - 14 Benchmark Results

AMD Opteron X3421 APU - HPE ProLiant MicroServer Gen10 Rev B - 16GB

FreeBSD - 12.2-RELEASE-p2 - Clang 10.0.1

3 Systems - 14 Benchmark Results

AMD Opteron X3421 APU - HPE ProLiant MicroServer Gen10 Rev B - 16GB

FreeBSD - 12.2-RELEASE-p2 - Clang 10.0.1

2 Systems - 156 Benchmark Results

Intel Xeon E-2278GEL - Logic Supply RXM-181 TBD by OEM - Intel

FreeBSD - 13.0-BETA1 - Clang 11.0.1

Most Popular Test Results

OpenBenchmarking.org Results Compare

12 Systems - 209 Benchmark Results

Intel Core i7-8700K - ASUS TUF Z370-PLUS GAMING - Intel 8th Gen Core

Ubuntu 19.04 - 5.2.0-999-generic - GNOME Shell 3.32.1

2 Systems - 178 Benchmark Results

AMD Ryzen Threadripper 1950X 16-Core - Gigabyte X399 AORUS Gaming 7 - AMD Family 17h

Ubuntu 18.04 - 4.15.2-041502-generic - GNOME Shell 3.26.2

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

6 Systems - 38 Benchmark Results

AMD EPYC 7551 32-Core - GIGABYTE MZ31-AR0-00 v01010101 - AMD Family 17h

Clear Linux OS 21260 - 4.15.7-536.native - 1.0.39

1 System - 248 Benchmark Results

AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Device 1480

Ubuntu 18.04 - 5.2.0-999-generic - GNOME Shell 3.28.3

5 Systems - 1840 Benchmark Results

Intel Core i5-6200U - HP 8079 - Intel Xeon E3-1200 v5

Ubuntu 18.04 - 4.18.0-21-generic - GNOME Shell 3.28.4

16 Systems - 42 Benchmark Results

Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers

Fedora 27 - 4.13.9-300.fc27.x86_64 - GNOME Shell 3.26.1

5 Systems - 38 Benchmark Results

AMD EPYC 7551 32-Core - GIGABYTE MZ31-AR0-00 v01010101 - AMD Device 1450

Ubuntu 16.04 - 4.13.0-36-generic - Unity 7.4.5

5 Systems - 1839 Benchmark Results

Intel Core i5-6200U - HP 8079 - Intel Xeon E3-1200 v5

Ubuntu 18.04 - 4.18.0-21-generic - GNOME Shell 3.28.4

3 Systems - 182 Benchmark Results

AMD Ryzen Threadripper 1950X 16-Core - ASUS ROG STRIX X399-E GAMING - AMD Device 1450

Ubuntu 17.10 - 4.13.0-32-generic - KDE Frameworks 5

1 System - 263 Benchmark Results

AMD Ryzen 7 3700X 8-Core - MSI MEG X570 GODLIKE - AMD Device 1480

Ubuntu 18.04 - 5.2.0-999-generic - GNOME Shell 3.28.4

15 Systems - 47 Benchmark Results

Intel Core i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM

Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1

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