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 1,172 public results since 1 August 2017 with the latest data as of 20 May 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 - 2 Benchmark Results |
AMD Ryzen 7 5700G - ASUS ROG STRIX B550-F GAMING - AMD Renoir Debian 12 - 6.1.0-21-amd64 - KDE Plasma 5.27.5 |
1 System - 2 Benchmark Results |
AMD Ryzen 7 5700G - ASUS ROG STRIX B550-F GAMING - AMD Renoir Debian 12 - 6.1.0-21-amd64 - KDE Plasma 5.27.5 |
1 System - 2 Benchmark Results |
AMD Ryzen 7 5700G - ASUS ROG STRIX B550-F GAMING - AMD Renoir Debian 12 - 6.1.0-21-amd64 - KDE Plasma 5.27.5 |
1 System - 2 Benchmark Results |
AMD Ryzen 7 5700G - ASUS ROG STRIX B550-F GAMING - AMD Renoir Debian 12 - 6.1.0-21-amd64 - KDE Plasma 5.27.5 |
1 System - 4 Benchmark Results |
AMD Ryzen 7 5700G - ASUS ROG STRIX B550-F GAMING - AMD Renoir Debian 12 - 6.1.0-21-amd64 - KDE Plasma 5.27.5 |
1 System - 97 Benchmark Results |
AMD EPYC 7543P 32-Core - Blade ShadowM - 1 x 16384 MB 2400MHz Blade HBXJ6XKWQK7ML5-AWA Microsoft Windows 10 Famille Build 19045 - 10.0.19045.4412 - 546.29 |
1 System - 97 Benchmark Results |
AMD EPYC 7543P 32-Core - Blade ShadowM - 1 x 16384 MB 2400MHz Blade HBXJ6XKWQK7ML5-AWA Microsoft Windows 10 Famille Build 19045 - 10.0.19045.4412 - 546.29 |
1 System - 1 Benchmark Result |
AMD Ryzen 7 PRO 7840U - LENOVO 21K4S0S000 - AMD Device 14e8 Fedora Linux 40 - 6.8.9-300.fc40.x86_64 - GNOME Shell 46.1 |
1 System - 99 Benchmark Results |
AMD Ryzen 9 7950X3D 16-Core - ASUS ROG CROSSHAIR X670E HERO - 2 x 32768 MB 6400MHz Corsair CMK64GX5M2B6400C32 Microsoft Windows 11 Professionnel Build 22631 - 10.0.22631.3447 - 31.0.24031.5001 |
1 System - 1 Benchmark Result |
Intel Core i7-6700T - LENOVO 310C - Intel Xeon E3-1200 v5 Debian 12 - 6.1.0-20-amd64 - GCC 12.2.0 |
2 Systems - 1 Benchmark Result |
Intel Core i7-6700T - LENOVO 310C - Intel Xeon E3-1200 v5 Debian 12 - 6.1.0-20-amd64 - GCC 12.2.0 |
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 |
2 Systems - 12 Benchmark Results |
Intel Core i5-7200U - LENOVO 20HNCTO1WW - Intel Xeon E3-1200 v6 Debian testing - 4.13.0-1-amd64 - GNOME Shell 3.22.3 |
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 |
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 |
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 |
Featured OS Comparison |
Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers Clear Linux OS 27590 - 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 |
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 |
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 i7-7740K - Gigabyte X299 AORUS Gaming-CF - Intel Xeon E3-1200 v6 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 |
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 |
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 |
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 - 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 - 538 Benchmark Results |
ARMv7 rev 1 - Marvell Armada 380/385 - 2048MB Debian GNU - 4.4.0+ - GCC 4.9.2 |