R Benchmark

This test is a quick-running survey of general R performance

Learn more about this test at the upstream project site: http://cran.r-project.org/.

This utility test profile is maintained by Victor Rodriguez Bahena. This OpenBenchmarking.org test profile was created on 5 January 2016 and last updated on 4 March 2018. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark rbenchmark.

This test has an average install time of 1 second and an average run-time of 3 minutes, 57 seconds.

90k+ Downloads

Installation StatsTest Completion StatsOpenBenchmarking.orgEventsR Benchmark Popularitypts/rbenchmark2016.012016.032016.052016.072016.092016.112017.012017.032017.052017.072017.092017.112018.012018.032018.052018.072018.092018.112019.012019.032019.052019.072019.092019.112020.012020.032020.052020.072020.092004006008001000

* Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting.

Revision History

pts/rbenchmark-1.0.3   [View Source]   04 Mar 2018 15:00 EST
Add Windows support.

pts/rbenchmark-1.0.2   [View Source]   20 Jan 2016 19:38 EST
Maintainer update

pts/rbenchmark-1.0.1   [View Source]   05 Jan 2016 17:52 EST
Add pts-footnote support

pts/rbenchmark-1.0.0   [View Source]   05 Jan 2016 15:40 EST
Initial commit of the Clear Linux modified test profile.

Suites Using This Test

Machine Learning

CPU Massive

Scientific Computing

Single-Threaded

Performance Metrics

Analyze Test Configuration:

R Benchmark

OpenBenchmarking.org metrics for this test profile configuration based on 1,035 public samples since 1 August 2017 with the latest data as of 17 October 2020.

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
Seconds (Average)
Mid-Tier
75th
> 0.178
Median
50th
0.252
Low-Tier
25th
> 0.471
22nd
0.566
OpenBenchmarking.orgDistribution Of Public Results1035 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 0.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.44 / Max: 3

Recent Test Results

Compare

17 Systems - 57 Benchmark Results

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

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

1 System - 141 Benchmark Results

Intel Core i7 960 - ASUS P6T SE - Intel 5520

Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4

7 Systems - 394 Benchmark Results

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

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

1 System - 158 Benchmark Results

AMD Ryzen 3 2200G - ASRock A320M-ITX - AMD Raven

Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4

1 System - 1 Benchmark Result

ARMv8 Cortex-A55 - Shenzhen Amediatech X96 Max - 4096MB

Ubuntu 20.04 - 5.7.16-arm-64 - Xfce

1 System - 28 Benchmark Results

8 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX

Ubuntu 16.04 - 4.15.0-112-generic - LXDE 0.8.2

1 System - 2 Benchmark Results

1 System - 32 Benchmark Results

AMD Ryzen 5 3500 6-Core - MSI MAG B550 TOMAHAWK - AMD Starship

Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.4

1 System - 1 Benchmark Result

Intel Core i7-5775C - ASRock Z97E-ITX/ac - Intel Broadwell-U DMI

Debian 9.9 - 4.9.0-9-amd64 - Xfce 4.12

1 System - 25 Benchmark Results

AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX

Ubuntu 16.04 - 4.15.0-112-generic - LXDE 0.8.2

1 System - 18 Benchmark Results

2 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX

Fedora 32 - 5.6.6-300.fc32.x86_64 - GNOME Shell 3.36.1

3 Systems - 117 Benchmark Results

Ampere eMAG ARMv8 - AmpereComputing OSPREY - Applied Micro Circuits X-Gene

Fedora 29 - 4.20.6-200.fc29.aarch64 - GCC 8.2.1 20181215 + Clang 7.0.1

Most Popular Test Results

Compare

12 Systems - 209 Benchmark Results

Intel Core i5-9400F - MSI B360M GAMING PLUS - Intel Cannon Lake PCH

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

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

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

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

16 Systems - 42 Benchmark Results

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

Clear Linux OS 19110 - 4.13.12-430.native - 1.0.39

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 2700 Eight-Core - Gigabyte AB350N-Gaming WIFI-CF - 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

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

Ubuntu 17.10 - 4.15.2-041502-generic - GCC 7.2.0

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