R Benchmark

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

Learn more about this test at the upstream project site: http://cran.r-project.org/.

This utility test profile is maintained by Victor Rodriguez Bahena. This OpenBenchmarking.org test profile was created on 5 January 2016 and last updated on 4 March 2018. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark rbenchmark.

This test has an average install time of 1 second and an average run-time of 3 minutes, 57 seconds.

90k+ Downloads

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, 16 Jan 2021 18:44:49 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 1,061 public results since 1 August 2017 with the latest data as of 9 January 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
86th
5
0.152 +/- 0.027
84th
42
0.158 +/- 0.021
84th
41
0.159 +/- 0.017
Mid-Tier
75th
> 0.178
72nd
4
0.183 +/- 0.051
71st
46
0.184 +/- 0.021
68th
4
0.197 +/- 0.005
67th
3
0.201 +/- 0.047
61st
3
0.218 +/- 0.005
58th
51
0.231 +/- 0.051
57th
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
48th
6
0.259 +/- 0.070
45th
3
0.283 +/- 0.002
43rd
3
0.292 +/- 0.066
42nd
5
0.293 +/- 0.081
40th
5
0.324 +/- 0.013
39th
5
0.335 +/- 0.066
38th
10
0.339 +/- 0.029
37th
3
0.348 +/- 0.103
33rd
3
0.375 +/- 0.006
32nd
3
0.396 +/- 0.040
31st
3
0.403 +/- 0.009
Low-Tier
25th
> 0.472
25th
4
0.475 +/- 0.037
15th
3
0.782 +/- 0.169
11th
8
0.864 +/- 0.009
8th
3
1.016 +/- 0.103
5th
10
1.167 +/- 0.145
4th
4
1.352 +/- 0.387
2nd
3
1.995 +/- 0.180
OpenBenchmarking.orgDistribution Of Public Results1061 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: 2.93 / Max: 20

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.5%.

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

Recent Test Results

Compare

8 Systems - 69 Benchmark Results

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

Clear Linux OS 31890 - 5.4.2-875.native - GNOME Shell 3.34.1

1 System - 1 Benchmark Result

AMD Ryzen 5 1600 Six-Core - ASUS PRIME X370-PRO - 32GB

Ubuntu 20.04 LTS - 5.4.0-58-generic - GCC 9.3.0

5 Systems - 129 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD [AMD] Starship

FreeBSD - 12.2-RELEASE - Clang 10.0.1

1 System - 1 Benchmark Result

2 x Intel Xeon E5-2680 v2 - Supermicro X9DRW v0123456789 - Intel Xeon E7 v2

Peppermint 10 - 5.0.0-37-generic - LXDE

4 Systems - 129 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD [AMD] Starship

MidnightBSD - 2.0.1 - X Server 1.20.8

16 Systems - 55 Benchmark Results

Intel Core i7-5960X - ASRock X99 Extreme3 - Intel Xeon E7 v3

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

3 Systems - 260 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD [AMD] Starship

MidnightBSD - 2.0.1 - X Server 1.20.8

2 Systems - 260 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD [AMD] Starship

FreeBSD - 12.2-RELEASE - Clang 10.0.1

1 System - 41 Benchmark Results

Intel Core i7-6700 - ASUS Z170I PRO GAMING - Intel Xeon E3-1200 v5

Fedora 33 - 5.8.16-300.fc33.x86_64 - Cinnamon 4.6.7

12 Systems - 383 Benchmark Results

AMD Ryzen 9 5900X 12-Core - Gigabyte B550I AORUS PRO AX - AMD Starship

Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

2 Systems - 154 Benchmark Results

AMD Ryzen 9 5900X 12-Core - Gigabyte B550I AORUS PRO AX - AMD Starship

Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

1 System - 154 Benchmark Results

AMD Ryzen 9 5900X 12-Core - Gigabyte B550I AORUS PRO AX - AMD Starship

Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

Most Popular Test Results

Compare

12 Systems - 209 Benchmark Results

Intel Core i3-8100 - ASRock Z370M-ITX/ac - 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

AMD Ryzen Threadripper 2970WX 24-Core - Gigabyte X399 AORUS Gaming 7 - AMD 17h

Ubuntu 19.10 - 5.4.0-999-generic - GNOME Shell 3.34.1

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

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

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

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

16 Systems - 42 Benchmark Results

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

openSUSE Tumbleweed 20171115 - 4.13.12-1-default - 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 i7-8086K - ASUS PRIME Z370-A - Intel 8th Gen Core

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

1 System - 748 Benchmark Results

Intel Core i7-7700K - MSI Z270 GAMING M7 - Intel Intel Kaby Lake + Z270

Ubuntu 18.04 - 4.15.0-23-generic - GNOME Shell 3.28.1

2 Systems - 176 Benchmark Results

AMD EPYC 7601 32-Core - TYAN B8026T70AE24HR - AMD Device 1450

Ubuntu 17.10 - 4.15.2-041502-generic - GCC 7.2.0

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