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/rbenchmark2016.012016.032016.052016.072016.092016.112017.012017.032017.052017.072017.092017.112018.012018.032018.052018.072018.092018.112019.012019.032019.052019.072019.092019.112020.012020.032020.052020.072020.092020.112021.012021.032021.053K6K9K12K15K
* 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 Tue, 11 May 2021 10:09:19 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

HPC - High Performance Computing

Scientific Computing

Single-Threaded


Performance Metrics

Analyze Test Configuration:

R Benchmark

OpenBenchmarking.org metrics for this test profile configuration based on 1,077 public results since 1 August 2017 with the latest data as of 1 April 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
93rd
5
0.137 +/- 0.008
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
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
31st
3
0.403 +/- 0.009
Low-Tier
25th
> 0.473
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 Results1077 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: 2.99 / 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 - 272 Benchmark Results

1 System - 272 Benchmark Results

4 Systems - 179 Benchmark Results

Intel Core i5-11600K - ASUS ROG MAXIMUS XIII HERO - Intel Device 43ef

Ubuntu 20.04 - 5.10.13-051013-lowlatency - GNOME Shell 3.36.4

3 Systems - 179 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASRock X570 Taichi - AMD Starship

Ubuntu 20.04 - 5.10.13-051013-lowlatency - GNOME Shell 3.36.4

3 Systems - 179 Benchmark Results

Intel Core i5-11600K - ASUS ROG MAXIMUS XIII HERO - Intel Device 43ef

Ubuntu 20.04 - 5.10.13-051013-lowlatency - GNOME Shell 3.36.4

1 System - 179 Benchmark Results

Intel Core i5-11600K - ASUS ROG MAXIMUS XIII HERO - Intel Device 43ef

Ubuntu 20.04 - 5.10.13-051013-lowlatency - GNOME Shell 3.36.4

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 Core i9-7960X - MSI X299 SLI PLUS - Intel Sky Lake-E DMI3 Registers

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

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 - 12.2-RELEASE - Clang 10.0.1

5 Systems - 131 Benchmark Results

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

FreeBSD - 13.0-BETA1 - Clang 11.0.1

4 Systems - 131 Benchmark Results

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

FreeBSD - 12.2-RELEASE - Clang 10.0.1

Most Popular Test Results

OpenBenchmarking.org Results Compare

12 Systems - 209 Benchmark Results

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

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

1 System - 538 Benchmark Results

ARMv7 rev 1 - Marvell Armada 380/385 - 2048MB

Debian GNU - 4.4.0+ - GCC 4.9.2

1 System - 476 Benchmark Results

Unknown - Marvell 8040 MACCHIATOBin - 16384MB

Ubuntu 18.04 - 4.14.22-150490-gd265712 - GCC 7.3.0

1 System - 855 Benchmark Results

Intel Core i5-5300U - LENOVO Intel powered classmate PC - Intel Broadwell-U-OPI

Kali kali-rolling - 4.15.0-kali3-amd64 - GNOME Shell 3.28.0

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

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

16 Systems - 42 Benchmark Results

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

Ubuntu 16.04 - 4.10.0-38-generic - Unity 7.4.0

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

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

5 Systems - 38 Benchmark Results

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

Fedora 27 - 4.15.7-300.fc27.x86_64 - GNOME Shell 3.26.2

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