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.
OpenBenchmarking.org metrics for this test profile configuration based on 1,164 public results since 1 August 2017 with the latest data as of 10 April 2024.
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.
Based on OpenBenchmarking.org data, the selected test / test configuration (R Benchmark) has an average run-time of 4 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.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.4%.
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
1 System - 201 Benchmark Results |
Ampere Altra Max - HPE ProLiant RL300 Gen11 - 16 x 32768 MB 3200MHz Samsung M393A4K40EB3-CWE Microsoft Windows Server 2025 Standard Build 26085 - 10.0.26085.1 - 10.0.26085.1 |
1 System - 201 Benchmark Results |
Ampere Altra Max - HPE ProLiant RL300 Gen11 - 16 x 32768 MB 3200MHz Samsung M393A4K40EB3-CWE Microsoft Windows Server 2025 Standard Build 26085 - 10.0.26085.1 - 10.0.26085.1 |
1 System - 3 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - Gigabyte B550 VISION D-P - 4 x 32768 MB 3666MHz F4-3600C18-32GVK Microsoft Windows 10 Pro Build 19045 - 10.0.19045.4170 - 546.01 |
1 System - 341 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS ProArt X670E-CREATOR WIFI - AMD Device 14d8 Pop 22.04 - 6.6.10-76060610-generic - GNOME Shell 42.5 |
1 System - 3 Benchmark Results |
Intel Pentium Silver N5030 - Dell 076DRF - Intel Gemini Lake Ubuntu 22.04 - 6.5.0-25-generic - GNOME Shell 42.9 |
1 System - 1 Benchmark Result |
AMD Ryzen 9 5900X 12-Core - Gigabyte X570 I AORUS PRO WIFI - AMD Starship Fedora Linux 39 - 6.7.7-200.fc39.x86_64 - GNOME Shell 45.4 |
2 Systems - 390 Benchmark Results |
ARMv8 Cortex-A76 - BCM2835 Raspberry Pi 5 Model B Rev 1.0 - 8GB Ubuntu 23.10 - 6.5.0-1011-raspi - GNOME Shell 45.2 |
16 Systems - 57 Benchmark Results |
Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6 Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1 |
16 Systems - 57 Benchmark Results |
Intel Core i7-3770K - ECS Z77H2-A2X v1.0 - Intel Xeon E3-1200 v2 Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1 |
16 Systems - 57 Benchmark Results |
AMD Ryzen 7 1700 Eight-Core - MSI B350 TOMAHAWK - AMD Family 17h Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1 |
17 Systems - 57 Benchmark Results |
AMD Ryzen 7 1700 Eight-Core - MSI B350 TOMAHAWK - AMD Family 17h Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1 |
17 Systems - 57 Benchmark Results |
Intel Xeon E5-2686 v4 - Xen HVM domU - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.2.0-1017-aws - 1.3.255 |
16 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 |
17 Systems - 57 Benchmark Results |
AMD Ryzen Threadripper 2950X 16-Core - MSI MEG X399 CREATION - AMD Family 17h Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1 |
16 Systems - 57 Benchmark Results |
Intel Core i7-7900X - ASRock X299 Extreme4 - Intel Sky Lake-E DMI3 Registers Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1 |
2 Systems - 12 Benchmark Results |
Loongson-3A R3 - Unknown - AMD RS780 + SB7x0 Debian testing - 4.4.83+ - GNOME Shell 3.22.3 |
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 |
2 Systems - 601 Benchmark Results |
2 x Intel Xeon Gold 6140 - Intel S2600WFT - Intel Device 2020 Debian 9.4 - 4.9.0-6-amd64 - GCC 6.3.0 20170516 + Clang 3.8.1-24 |
3 Systems - 182 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 |
12 Systems - 209 Benchmark Results |
Intel Core i5-8400 - MSI Z370M MORTAR - Intel 8th Gen Core Ubuntu 19.04 - 5.2.0-999-generic - GNOME Shell 3.32.1 |
Featured OS Comparison |
Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers Clear Linux OS 27600 - 4.20.6-690.native - GNOME Shell 3.30.2 |
4 Systems - 131 Benchmark Results |
Intel Xeon E-2278GEL - Logic Supply RXM-181 TBD by OEM - Intel FreeBSD - 12.2-RELEASE - Clang 10.0.1 |
1 System - 115 Benchmark Results |
AMD Ryzen 9 5900HX - System76 Kudu - AMD Renoir Pop 21.10 - 5.15.15-76051515-generic - GNOME Shell 40.5 |
22 Systems - 57 Benchmark Results |
Intel Core i7-5775C - MSI Z97-G45 GAMING - Intel Broadwell-U- DMI Clear Linux OS 24870 - 4.18.6-629.native - GNOME Shell 3.30.0 |
4 Systems - 119 Benchmark Results |
Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers FreeBSD - 12.0-CURRENT - Lumina 1.4.2 |
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 |
2 Systems - 176 Benchmark Results |
2 x Intel Xeon Gold 6138 - TYAN S7106 - Intel Device 2020 Ubuntu 17.10 - 4.15.2-041502-generic - GNOME Shell 3.26.1 |
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 |
8 Systems - 360 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 19.10 - 5.4.0-999-generic - GNOME Shell 3.34.1 |
1 System - 538 Benchmark Results |
ARMv7 rev 1 - Marvell Armada 380/385 - 2048MB Debian GNU - 4.4.0+ - GCC 4.9.2 |