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 1,166 public results since 1 August 2017 with the latest data as of 24 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 - 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 |
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 i9-9900K - ASUS PRIME Z390-A - Intel Cannon Lake PCH Shared SRAM Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1 |
16 Systems - 57 Benchmark Results |
Intel Core i7-4770K - Gigabyte Z97-HD3 - Intel 4th Gen Core DRAM Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1 |
17 Systems - 57 Benchmark Results |
Intel Core i9-7960X - MSI X299 SLI PLUS - Intel Sky Lake-E DMI3 Registers Ubuntu 18.10 - 4.18.0-9-generic - GNOME Shell 3.30.1 |
17 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 |
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 E5-2690 v4 - Intel S2600WTT v.......... - Intel Xeon E7 v4 Debian 9.4 - 4.9.0-6-amd64 - GCC 6.3.0 20170516 + Clang 3.8.1-24 |
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 |
12 Systems - 209 Benchmark Results |
AMD Ryzen 3 2200G - MSI B350M GAMING PRO - AMD Device 15d0 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 27590 - 4.20.6-690.native - GNOME Shell 3.30.2 |
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 |
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 |
22 Systems - 57 Benchmark Results |
Intel Core i5-7600K - Gigabyte Z270M-D3H-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 - 11.1-RELEASE - Clang 4.0.0 |
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 |
16 Systems - 42 Benchmark Results |
Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers openSUSE Tumbleweed 20171115 - 4.13.12-1-default - KDE Frameworks 5 |
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 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD 17h 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 |