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/rbenchmark2016.012016.032016.052016.072016.092016.112017.012017.032017.052017.072017.092017.112018.012018.032018.052018.072018.092018.112019.012019.032019.052019.072019.092019.112020.012020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.114K8K12K16K20K
* 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 2 December 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 1,138 public results since 1 August 2017 with the latest data as of 30 November 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
96th
5
0.1255 +/- 0.0120
96th
3
0.1266 +/- 0.0171
94th
43
0.1332 +/- 0.0183
92nd
5
0.1369 +/- 0.0082
85th
43
0.1522 +/- 0.0200
84th
42
0.1578 +/- 0.0209
83rd
41
0.1592 +/- 0.0170
82nd
5
0.1602 +/- 0.0193
Mid-Tier
75th
> 0.1765
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
0.2519
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
32nd
3
0.4025 +/- 0.0085
26th
4
0.4753 +/- 0.0374
Low-Tier
25th
> 0.4892
11th
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 Results1138 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: 3.03 / 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: 0.46 / Max: 3

Recent Test Results

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2 Systems - 267 Benchmark Results

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1 System - 1 Benchmark Result

16 x Intel Xeon Gold 5120 - Intel 440BX - Intel 440BX

CentOS Linux 8 - 4.18.0-240.15.1.el8_3.x86_64 - GCC 8.4.1 20200928

1 System - 340 Benchmark Results

2 x Intel Xeon Gold 6254 - HPE ProLiant DL380 Gen10 - Intel Sky Lake-E DMI3 Registers

Ubuntu 18.04 - 5.4.0-89-generic - GNOME Shell 3.28.4

1 System - 355 Benchmark Results

AMD Ryzen Threadripper PRO 3955WX 16-Cores - Supermicro M12SWA-TF v1.01 - AMD Device 1480

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1 System - 24 Benchmark Results

AMD Ryzen 7 5700G - MSI MAG B550 TORPEDO - AMD Renoir Root Complex

ManjaroLinux 21.1.6 - 5.13.19-2-MANJARO - Xfce 4.16

1 System - 355 Benchmark Results

AMD Ryzen Threadripper PRO 3975WX 32-Cores - Supermicro M12SWA-TF v1.01 - AMD Device 1480

Ubuntu 18.04 - 5.4.0-89-generic - GNOME Shell 3.28.4

1 System - 144 Benchmark Results

Intel Core i5-11600K - Gigabyte Z590 UD AC - Intel Device 43ef

Ubuntu 20.04 - 5.11.0-38-generic - GNOME Shell 3.36.9

6 Systems - 144 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS TUF GAMING B550-PLUS - AMD Starship

Ubuntu 20.04 - 5.11.0-38-generic - GNOME Shell 3.36.9

5 Systems - 144 Benchmark Results

Intel Core i5-11600K - Gigabyte Z590 UD AC - Intel Device 43ef

Ubuntu 20.04 - 5.11.0-38-generic - GNOME Shell 3.36.9

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

2 Systems - 178 Benchmark Results

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

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

AMD Ryzen 7 2700 Eight-Core - Gigabyte AB350N-Gaming WIFI-CF - AMD 17h

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

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

1 System - 748 Benchmark Results

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

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16 Systems - 42 Benchmark Results

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

CentOS Linux 7 - 3.10.0-693.5.2.el7.x86_64 - GNOME Shell 3.22.3

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

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

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8 Systems - 360 Benchmark Results

AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

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4 Systems - 119 Benchmark Results

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FreeBSD - 11.1-STABLE - Clang 5.0.1

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

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

FreeBSD - 12.2-RELEASE - Clang 10.0.1

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