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 Mon, 25 Jan 2021 02:17:17 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 1,062 public results since 1 August 2017 with the latest data as of 21 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
84th
42
0.158 +/- 0.021
84th
41
0.159 +/- 0.017
Mid-Tier
75th
> 0.178
71st
46
0.184 +/- 0.021
68th
4
0.197 +/- 0.005
61st
3
0.218 +/- 0.005
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
45th
3
0.283 +/- 0.002
40th
5
0.324 +/- 0.013
38th
10
0.339 +/- 0.029
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
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 Results1062 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

OpenBenchmarking.org Results Compare

1 System - 94 Benchmark Results

Intel Core i7-1165G7 - Dell 08607K - Intel Device a0ef

Ubuntu 20.04 - 5.6.0-1042-oem - GNOME Shell 3.36.4

8 Systems - 69 Benchmark Results

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

Fedora 29 - 4.18.16-300.fc29.x86_64 - GNOME Shell 3.30.1

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

MidnightBSD - 2.0.1 - X Server 1.20.8

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

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

MidnightBSD - 2.0.1 - X Server 1.20.8

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

Most Popular Test Results

OpenBenchmarking.org Results Compare

12 Systems - 209 Benchmark Results

POWER9 - PowerNV T2P9D01 REV 1.01 - 65536MB

Fedora 31 - 5.3.0-0.rc0.git4.1.fc31.ppc64le - GNOME Shell 3.33.3

2 Systems - 178 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

8 Systems - 360 Benchmark Results

AMD Ryzen Threadripper 3970X 32-Core - MSI Creator TRX40 - AMD Starship

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 Device 2020

openSUSE 42.3 - 4.4.76-1-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

AMD Ryzen 7 1700 Eight-Core - MSI B350 TOMAHAWK - AMD Family 17h

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

2 x Intel Xeon Gold 6138 - TYAN S7106 - Intel Device 2020

Ubuntu 17.10 - 4.15.2-041502-generic - GNOME Shell 3.26.1

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