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/rbenchmark2016.012016.032016.052016.072016.092016.112017.012017.032017.052017.072017.092017.112018.012018.032018.052018.072018.092018.112019.012019.032019.052019.072019.092019.112020.012020.032020.052020.072020.092020.112021.012021.032021.052021.072021.094K8K12K16K20K
* 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 21 September 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 1,106 public results since 1 August 2017 with the latest data as of 21 September 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
0.1183 +/- 0.0079
97th
4
0.1202 +/- 0.0007
96th
3
0.1266 +/- 0.0171
94th
43
0.1332 +/- 0.0183
92nd
5
0.1369 +/- 0.0082
86th
43
0.1522 +/- 0.0200
84th
42
0.1578 +/- 0.0209
84th
41
0.1592 +/- 0.0170
Mid-Tier
75th
> 0.1773
71st
46
0.1844 +/- 0.0210
61st
3
0.2181 +/- 0.0051
57th
20
0.2322 +/- 0.0094
55th
3
0.2413 +/- 0.0106
Median
50th
0.2518
49th
24
0.2567 +/- 0.0132
49th
28
0.2584 +/- 0.0251
45th
3
0.2832 +/- 0.0020
40th
5
0.3243 +/- 0.0126
39th
10
0.3388 +/- 0.0294
32nd
3
0.3962 +/- 0.0398
31st
3
0.4025 +/- 0.0085
26th
4
0.4753 +/- 0.0374
Low-Tier
25th
> 0.4808
12th
8
0.8640 +/- 0.0087
8th
3
1.0162 +/- 0.1034
5th
10
1.1666 +/- 0.1453
2nd
3
1.9945 +/- 0.1795
OpenBenchmarking.orgDistribution Of Public Results1105 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: 3.01 / 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

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AMD EPYC 7742 64-Core - QEMU Standard PC - Intel 440FX 82441FX PMC

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2 Systems - 14 Benchmark Results

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2 Systems - 13 Benchmark Results

Intel Core i7-8700 - Dell 0654JC - Intel Cannon Lake PCH

Ubuntu 20.04 - 5.11.0-25-generic - X Server 1.20.11

1 System - 10 Benchmark Results

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2 Systems - 178 Benchmark Results

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12 Systems - 209 Benchmark Results

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3 Systems - 182 Benchmark Results

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16 Systems - 42 Benchmark Results

2 x Intel Xeon Gold 6138 - TYAN S7106 - Intel Sky Lake-E DMI3 Registers

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

8 Systems - 360 Benchmark Results

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

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AMD Ryzen Threadripper 1950X 16-Core - ASRock X399 Taichi - AMD Family 17h

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openSUSE Tumbleweed 20180312 - 4.15.7-1-default - KDE Plasma 5.12.3

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