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 Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsR Benchmark Popularity Statisticspts/rbenchmark2016.012016.032016.052016.072016.092016.112017.012017.032017.052017.072017.092017.112018.012018.032018.052018.072018.092018.112019.012019.032019.052019.072019.092019.112020.012020.032020.052020.072020.092020.112021.012021.032021.052021.074K8K12K16K20K
* 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 current as of 31 July 2021.

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 1,092 public results since 1 August 2017 with the latest data as of 29 July 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
# Compatible Public Results
Seconds (Average)
98th
4
0.118 +/- 0.008
97th
4
0.120 +/- 0.001
96th
3
0.127 +/- 0.017
94th
43
0.133 +/- 0.018
92nd
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
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
39th
10
0.339 +/- 0.029
32nd
3
0.396 +/- 0.040
31st
3
0.403 +/- 0.009
26th
4
0.475 +/- 0.037
Low-Tier
25th
> 0.481
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 Results1092 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

7 Systems - 11 Benchmark Results

Intel Core i5-2520M - LENOVO 4290BK7 - Intel 2nd Generation Core DRAM

Ubuntu 20.04 - 5.8.0-59-generic - X Server 1.20.9

6 Systems - 11 Benchmark Results

Intel Core i5-2520M - LENOVO 4290BK7 - Intel 2nd Generation Core DRAM

Ubuntu 20.04 - 5.8.0-59-generic - X Server 1.20.9

5 Systems - 11 Benchmark Results

Intel Core i7-7500U - LENOVO 20HES3DU00 - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.4.0-77-generic - X Server 1.20.9

4 Systems - 11 Benchmark Results

Intel Core i7-7500U - LENOVO 20HES3DU00 - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.4.0-77-generic - X Server 1.20.9

3 Systems - 3 Benchmark Results

Intel Core i7-7500U - LENOVO 20HES3DU00 - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.4.0-77-generic - X Server 1.20.9

2 Systems - 2 Benchmark Results

Intel Core i7-7500U - LENOVO 20HES3DU00 - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.4.0-77-generic - X Server 1.20.9

1 System - 88 Benchmark Results

AMD Ryzen 5 3600 6-Core - Gigabyte X570 AORUS PRO - AMD Starship

ManjaroLinux 21.1.0 - 5.13.1-3-MANJARO - X Server 1.20.11

6 Systems - 1 Benchmark Result

Intel Core i9-10920X - ASUS PRIME X299-DELUXE - Intel Sky Lake-E DMI3 Registers

ManjaroLinux 21.0.7 - 5.10.42-1-MANJARO - KDE Plasma 5.21.5

2 Systems - 1 Benchmark Result

Intel Core i7-5820K - Gigabyte X99-SLI-CF - Intel Xeon E7 v3

ManjaroLinux 18.0.2 - 4.19.16-1-MANJARO - KDE Plasma 5.14.5

1 System - 1 Benchmark Result

Intel Core i7-5820K - Gigabyte X99-SLI-CF - Intel Xeon E7 v3

ManjaroLinux 18.0.2 - 4.19.16-1-MANJARO - KDE Plasma 5.14.5

1 System - 1 Benchmark Result

1 System - 1 Benchmark Result

Most Popular Test Results

OpenBenchmarking.org Results Compare

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

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

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

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

openSUSE 42.3 - 4.4.76-1-default - KDE Frameworks 5

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

8 Systems - 360 Benchmark Results

AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship

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

4 Systems - 119 Benchmark Results

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

FreeBSD - 11.1-RELEASE - Clang 4.0.0

6 Systems - 38 Benchmark Results

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

Ubuntu 18.04 - 4.15.0-10-generic - GNOME Shell 3.27.92

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

1 System - 206 Benchmark Results

ARMv7 rev 3 - ODROID-XU3 Hardkernel Odroid XU4 - 2048MB

Ubuntu 16.04 - 4.9.71-odroidxu4 - Xfce 4.12

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