AMD EPYC 7003 Fall 2021 Linux Comparison 2 x AMD EPYC 75F3 32-Core on various late 2021 Linux distributions for a future article on Phoronix. AlmaLinux 8.4: Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T OS: AlmaLinux 8.4, Kernel: 4.18.0-305.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.4.1 20200928, File-System: xfs, Screen Resolution: 1920x1080 CentOS Stream: Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T OS: CentOS Stream 8, Kernel: 4.18.0-348.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.5.0 20210514, File-System: xfs, Screen Resolution: 1920x1080 Clear Linux 35150: Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T OS: Clear Linux OS 35150, Kernel: 5.14.13-1083.native (x86_64), Desktop: GNOME Shell 41.0, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0, File-System: ext4, Screen Resolution: 1920x1080 Fedora Server 35: Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T OS: Fedora Linux 35, Kernel: 5.14.14-300.fc35.x86_64 (x86_64), Compiler: GCC 11.2.1 20210728, File-System: xfs, Screen Resolution: 1920x1080 Ubuntu 21.10: Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T OS: Ubuntu 21.10, Kernel: 5.13.0-20-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1024x768 WireGuard + Linux Networking Stack Stress Test Seconds < Lower Is Better Clear Linux 35150 . 323.81 |========================================= Fedora Server 35 .. 394.81 |================================================== Ubuntu 21.10 ...... 405.00 |=================================================== High Performance Conjugate Gradient 3.1 GFLOP/s > Higher Is Better AlmaLinux 8.4 ..... 25.03 |===================================== CentOS Stream ..... 25.89 |======================================= Clear Linux 35150 . 33.28 |================================================== Fedora Server 35 .. 25.43 |====================================== Ubuntu 21.10 ...... 34.83 |==================================================== NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better AlmaLinux 8.4 ..... 0.30595 |================================================== CentOS Stream ..... 0.30533 |================================================== Clear Linux 35150 . 0.30547 |================================================== Fedora Server 35 .. 0.30532 |================================================== Ubuntu 21.10 ...... 0.30411 |================================================== Zstd Compression Compression Level: 3 - Compression Speed MB/s > Higher Is Better AlmaLinux 8.4 ..... 9979.8 |================================================= AlmaLinux 8.4 ..... 10094.4 |================================================== CentOS Stream ..... 10117.1 |================================================== Clear Linux 35150 . 8081.6 |======================================== Fedora Server 35 .. 6137.8 |============================== Ubuntu 21.10 ...... 5872.4 |============================= Zstd Compression Compression Level: 3 - Decompression Speed MB/s > Higher Is Better CentOS Stream ..... 3871.7 |=============================================== Clear Linux 35150 . 4224.4 |=================================================== Fedora Server 35 .. 3955.6 |================================================ Ubuntu 21.10 ...... 3717.2 |============================================= Zstd Compression Compression Level: 8 - Compression Speed MB/s > Higher Is Better Clear Linux 35150 . 4832.4 |=================================================== AlmaLinux 8.4 ..... 3584.3 |====================================== CentOS Stream ..... 3538.1 |===================================== Clear Linux 35150 . 4782.8 |================================================== Fedora Server 35 .. 4405.1 |============================================== Ubuntu 21.10 ...... 3228.3 |================================== Zstd Compression Compression Level: 19 - Compression Speed MB/s > Higher Is Better AlmaLinux 8.4 ..... 83.1 |============================================= CentOS Stream ..... 82.1 |============================================ Clear Linux 35150 . 98.1 |===================================================== Fedora Server 35 .. 88.3 |================================================ Ubuntu 21.10 ...... 78.1 |========================================== Zstd Compression Compression Level: 19 - Decompression Speed MB/s > Higher Is Better AlmaLinux 8.4 ..... 3786.4 |================================================== CentOS Stream ..... 3803.8 |================================================== Clear Linux 35150 . 3863.8 |=================================================== Fedora Server 35 .. 3562.8 |=============================================== Ubuntu 21.10 ...... 3560.1 |=============================================== Zstd Compression Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better Clear Linux 35150 . 966.7 |==================================================== AlmaLinux 8.4 ..... 342.4 |================== CentOS Stream ..... 327.3 |================== Clear Linux 35150 . 971.1 |==================================================== Fedora Server 35 .. 574.0 |=============================== Ubuntu 21.10 ...... 163.7 |========= Zstd Compression Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better AlmaLinux 8.4 ..... 4198.8 |=============================================== CentOS Stream ..... 4212.2 |=============================================== Clear Linux 35150 . 4594.0 |=================================================== Fedora Server 35 .. 4210.0 |=============================================== Ubuntu 21.10 ...... 3938.4 |============================================ Zstd Compression Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better AlmaLinux 8.4 ..... 322.0 |================== CentOS Stream ..... 323.7 |================== Clear Linux 35150 . 918.2 |==================================================== Fedora Server 35 .. 682.6 |======================================= Ubuntu 21.10 ...... 184.4 |========== Zstd Compression Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better AlmaLinux 8.4 ..... 4387.3 |=============================================== CentOS Stream ..... 4403.8 |=============================================== Clear Linux 35150 . 4758.1 |=================================================== Fedora Server 35 .. 4390.8 |=============================================== Ubuntu 21.10 ...... 4087.2 |============================================ Zstd Compression Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better AlmaLinux 8.4 ..... 14.3 |================== CentOS Stream ..... 14.1 |================= Clear Linux 35150 . 41.5 |=================================================== Fedora Server 35 .. 43.0 |===================================================== Ubuntu 21.10 ...... 38.7 |================================================ Zstd Compression Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better AlmaLinux 8.4 ..... 3854.7 |================================================== CentOS Stream ..... 3893.2 |=================================================== Clear Linux 35150 . 3922.6 |=================================================== Fedora Server 35 .. 3634.6 |=============================================== Ubuntu 21.10 ...... 3628.0 |=============================================== Embree 3.13 Binary: Pathtracer - Model: Crown Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 72.33 |=================================================== CentOS Stream ..... 73.13 |==================================================== Clear Linux 35150 . 73.26 |==================================================== Fedora Server 35 .. 73.03 |==================================================== Ubuntu 21.10 ...... 73.25 |==================================================== Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 67.26 |==================================================== CentOS Stream ..... 67.31 |==================================================== Clear Linux 35150 . 67.36 |==================================================== Fedora Server 35 .. 66.62 |=================================================== Ubuntu 21.10 ...... 67.50 |==================================================== Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Very Fast Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 49.16 |============================================= CentOS Stream ..... 49.53 |============================================= Clear Linux 35150 . 57.00 |==================================================== Fedora Server 35 .. 25.87 |======================== Ubuntu 21.10 ...... 26.27 |======================== Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 65.37 |==================================================== CentOS Stream ..... 65.27 |=================================================== Clear Linux 35150 . 65.93 |==================================================== Fedora Server 35 .. 49.37 |======================================= Ubuntu 21.10 ...... 50.24 |======================================== SVT-AV1 0.8.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 57.50 |============================================= CentOS Stream ..... 60.06 |=============================================== Clear Linux 35150 . 66.85 |==================================================== Fedora Server 35 .. 59.68 |============================================== Ubuntu 21.10 ...... 61.56 |================================================ SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 335.92 |=============================================== CentOS Stream ..... 343.03 |================================================ Clear Linux 35150 . 366.03 |=================================================== Fedora Server 35 .. 342.00 |================================================ Ubuntu 21.10 ...... 355.53 |================================================== SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 500.01 |============================================= CentOS Stream ..... 559.53 |================================================== Clear Linux 35150 . 571.97 |=================================================== Fedora Server 35 .. 514.77 |============================================== Ubuntu 21.10 ...... 539.63 |================================================ SVT-VP9 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 375.97 |============================================ CentOS Stream ..... 401.72 |=============================================== Clear Linux 35150 . 433.62 |=================================================== Fedora Server 35 .. 396.54 |=============================================== Ubuntu 21.10 ...... 404.95 |================================================ SVT-VP9 0.3 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 311.16 |============================================ CentOS Stream ..... 333.29 |=============================================== Clear Linux 35150 . 359.67 |=================================================== Fedora Server 35 .. 328.76 |=============================================== Ubuntu 21.10 ...... 350.95 |================================================== VP9 libvpx Encoding 1.10.0 Speed: Speed 5 - Input: Bosphorus 4K Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 13.20 |==================================== CentOS Stream ..... 13.57 |====================================== Clear Linux 35150 . 18.81 |==================================================== Fedora Server 35 .. 16.79 |============================================== Ubuntu 21.10 ...... 14.69 |========================================= x265 3.4 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better AlmaLinux 8.4 ..... 27.03 |==================================================== CentOS Stream ..... 24.73 |================================================ Clear Linux 35150 . 26.00 |================================================== Fedora Server 35 .. 21.58 |========================================== Ubuntu 21.10 ...... 22.30 |=========================================== ACES DGEMM 1.0 Sustained Floating-Point Rate GFLOP/s > Higher Is Better AlmaLinux 8.4 ..... 20.25 |==================================== CentOS Stream ..... 29.13 |=================================================== Clear Linux 35150 . 29.45 |==================================================== Fedora Server 35 .. 22.13 |======================================= Ubuntu 21.10 ...... 22.45 |======================================== Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 Images / Sec > Higher Is Better AlmaLinux 8.4 ..... 1.47 |=========================================== CentOS Stream ..... 1.82 |===================================================== Clear Linux 35150 . 1.82 |===================================================== Fedora Server 35 .. 1.77 |==================================================== Ubuntu 21.10 ...... 1.80 |==================================================== POV-Ray 3.7.0.7 Trace Time Seconds < Lower Is Better AlmaLinux 8.4 ..... 8.279 |=================================================== CentOS Stream ..... 7.894 |================================================ Clear Linux 35150 . 8.121 |================================================== Fedora Server 35 .. 8.096 |================================================= Ubuntu 21.10 ...... 8.505 |==================================================== Numpy Benchmark Score > Higher Is Better AlmaLinux 8.4 ..... 474.73 |=========================================== CentOS Stream ..... 480.38 |============================================ Clear Linux 35150 . 556.66 |=================================================== Fedora Server 35 .. 500.33 |============================================== Ubuntu 21.10 ...... 437.03 |======================================== OpenSSL 3.0 Algorithm: SHA256 byte/s > Higher Is Better AlmaLinux 8.4 ..... 91671791993 |======================================== CentOS Stream ..... 89907498373 |======================================= Clear Linux 35150 . 103218599120 |============================================= Fedora Server 35 .. 99611093573 |=========================================== Ubuntu 21.10 ...... 98548642883 |=========================================== OpenSSL verify/s > Higher Is Better AlmaLinux 8.4 ..... 1107864.1 |================================================ CentOS Stream ..... 1107523.8 |================================================ Clear Linux 35150 . 1116179.5 |================================================ Fedora Server 35 .. 1104173.3 |=============================================== Ubuntu 21.10 ...... 1104066.2 |=============================================== GROMACS 2021.2 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better AlmaLinux 8.4 ..... 7.332 |=================================================== CentOS Stream ..... 7.037 |================================================= Clear Linux 35150 . 7.448 |==================================================== Fedora Server 35 .. 7.365 |=================================================== Ubuntu 21.10 ...... 7.389 |==================================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better AlmaLinux 8.4 ..... 2022285 |================================================= CentOS Stream ..... 2000971 |================================================= Clear Linux 35150 . 2053666 |================================================== Fedora Server 35 .. 1693765 |========================================= Ubuntu 21.10 ...... 1726319 |========================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better AlmaLinux 8.4 ..... 0.124 |============================================ CentOS Stream ..... 0.125 |============================================ Clear Linux 35150 . 0.122 |=========================================== Fedora Server 35 .. 0.148 |==================================================== Ubuntu 21.10 ...... 0.145 |=================================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only TPS > Higher Is Better AlmaLinux 8.4 ..... 1962346 |================================================= CentOS Stream ..... 1922547 |================================================ Clear Linux 35150 . 2003553 |================================================== Fedora Server 35 .. 1880401 |=============================================== Ubuntu 21.10 ...... 1719142 |=========================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency ms < Lower Is Better AlmaLinux 8.4 ..... 0.255 |============================================== CentOS Stream ..... 0.260 |============================================== Clear Linux 35150 . 0.250 |============================================= Fedora Server 35 .. 0.266 |================================================ Ubuntu 21.10 ...... 0.291 |==================================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write TPS > Higher Is Better AlmaLinux 8.4 ..... 61262 |================================================= CentOS Stream ..... 65089 |==================================================== Clear Linux 35150 . 56007 |============================================= Fedora Server 35 .. 58926 |=============================================== Ubuntu 21.10 ...... 58900 |=============================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency ms < Lower Is Better AlmaLinux 8.4 ..... 8.162 |================================================ CentOS Stream ..... 7.683 |============================================= Clear Linux 35150 . 8.929 |==================================================== Fedora Server 35 .. 8.486 |================================================= Ubuntu 21.10 ...... 8.492 |================================================= ASTC Encoder 3.2 Preset: Exhaustive Seconds < Lower Is Better AlmaLinux 8.4 ..... 9.3084 |================================================== CentOS Stream ..... 9.4231 |=================================================== Clear Linux 35150 . 9.0497 |================================================= Fedora Server 35 .. 9.3320 |=================================================== Ubuntu 21.10 ...... 9.3335 |=================================================== GEGL Operation: Reflect Seconds < Lower Is Better AlmaLinux 8.4 ..... 29.22 |==================================================== CentOS Stream ..... 29.34 |==================================================== Clear Linux 35150 . 23.37 |========================================= Fedora Server 35 .. 26.95 |================================================ Ubuntu 21.10 ...... 27.90 |================================================= Redis Memtier / Redis Benchmark Test: LPUSH and LPOP: lpop Requests Per Second > Higher Is Better AlmaLinux 8.4 ..... 822492.46 |============================ CentOS Stream ..... 812968.83 |============================ Clear Linux 35150 . 1358711.35 |=============================================== Fedora Server 35 .. 1199916.67 |========================================== Ubuntu 21.10 ...... 1189084.42 |========================================= Redis Memtier / Redis Benchmark Test: LPUSH and LPOP: lpush Requests Per Second > Higher Is Better AlmaLinux 8.4 ..... 817561.77 |============================== CentOS Stream ..... 845537.92 |=============================== Clear Linux 35150 . 1300265.30 |=============================================== Fedora Server 35 .. 1146434.05 |========================================= Ubuntu 21.10 ...... 1291673.49 |=============================================== Redis Memtier / Redis Benchmark Test: GET Operations Per Second > Higher Is Better AlmaLinux 8.4 ..... 521236.96 |======================== CentOS Stream ..... 538355.75 |========================= Clear Linux 35150 . 1018405.90 |=============================================== Fedora Server 35 .. 690408.58 |================================ Ubuntu 21.10 ...... 309980.80 |============== Redis Memtier / Redis Benchmark Test: MIX Operations Per Second > Higher Is Better AlmaLinux 8.4 ..... 483247.87 |========================== CentOS Stream ..... 499065.63 |=========================== Clear Linux 35150 . 895409.93 |================================================ Fedora Server 35 .. 671289.24 |==================================== Ubuntu 21.10 ...... 318221.71 |================= Redis Memtier / Redis Benchmark Test: SET Operations Per Second > Higher Is Better AlmaLinux 8.4 ..... 447109.20 |=============================== CentOS Stream ..... 438576.82 |=============================== Clear Linux 35150 . 683056.48 |================================================ Fedora Server 35 .. 444590.35 |=============================== Ubuntu 21.10 ...... 383801.55 |=========================== TNN 0.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better AlmaLinux 8.4 ..... 302.94 |================================================ CentOS Stream ..... 288.43 |============================================== Clear Linux 35150 . 320.66 |=================================================== Fedora Server 35 .. 286.13 |============================================== Ubuntu 21.10 ...... 302.52 |================================================ TNN 0.3 Target: CPU - Model: SqueezeNet v2 ms < Lower Is Better AlmaLinux 8.4 ..... 62.22 |================================================== CentOS Stream ..... 58.70 |=============================================== Clear Linux 35150 . 64.60 |==================================================== Fedora Server 35 .. 59.64 |================================================ Ubuntu 21.10 ...... 62.08 |================================================== TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better AlmaLinux 8.4 ..... 257.39 |========================================= CentOS Stream ..... 249.49 |======================================== Clear Linux 35150 . 319.41 |=================================================== Fedora Server 35 .. 251.24 |======================================== Ubuntu 21.10 ...... 251.70 |======================================== Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better AlmaLinux 8.4 ..... 25.90 |=================================================== CentOS Stream ..... 26.04 |=================================================== Clear Linux 35150 . 25.76 |=================================================== Fedora Server 35 .. 26.34 |==================================================== Ubuntu 21.10 ...... 26.24 |==================================================== Blender 2.92 Blend File: Pabellon Barcelona - Compute: CPU-Only Seconds < Lower Is Better AlmaLinux 8.4 ..... 75.55 |=================================================== CentOS Stream ..... 75.96 |=================================================== Clear Linux 35150 . 75.10 |=================================================== Fedora Server 35 .. 76.94 |==================================================== Ubuntu 21.10 ...... 76.98 |==================================================== PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 992 |=================================================== CentOS Stream ..... 990 |=================================================== Clear Linux 35150 . 881 |============================================= Fedora Server 35 .. 1036 |===================================================== Ubuntu 21.10 ...... 866 |============================================ PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 251 |===================================================== CentOS Stream ..... 254 |====================================================== Clear Linux 35150 . 221 |=============================================== Fedora Server 35 .. 213 |============================================= Ubuntu 21.10 ...... 220 |=============================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 106.0 |==================================================== CentOS Stream ..... 106.0 |==================================================== Clear Linux 35150 . 98.3 |================================================ Fedora Server 35 .. 96.5 |=============================================== Ubuntu 21.10 ...... 98.4 |================================================ PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 113 |============================================== CentOS Stream ..... 117 |=============================================== Clear Linux 35150 . 111 |============================================= Fedora Server 35 .. 134 |====================================================== Ubuntu 21.10 ...... 109 |============================================ PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 17.1 |==================================================== CentOS Stream ..... 17.5 |===================================================== Clear Linux 35150 . 13.5 |========================================= Fedora Server 35 .. 16.1 |================================================= Ubuntu 21.10 ...... 15.2 |============================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 511 |====================================================== CentOS Stream ..... 513 |====================================================== Clear Linux 35150 . 409 |=========================================== Fedora Server 35 .. 438 |============================================== Ubuntu 21.10 ...... 414 |============================================ PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 21.9 |=================================================== CentOS Stream ..... 22.9 |===================================================== Clear Linux 35150 . 21.3 |================================================= Fedora Server 35 .. 20.9 |================================================ Ubuntu 21.10 ...... 20.3 |=============================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 92.7 |============================================= CentOS Stream ..... 94.7 |============================================== Clear Linux 35150 . 89.1 |=========================================== Fedora Server 35 .. 108.0 |==================================================== Ubuntu 21.10 ...... 89.1 |=========================================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 178 |===================================================== CentOS Stream ..... 180 |====================================================== Clear Linux 35150 . 146 |============================================ Fedora Server 35 .. 159 |================================================ Ubuntu 21.10 ...... 151 |============================================= PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 10.10 |=================================================== CentOS Stream ..... 10.40 |==================================================== Clear Linux 35150 . 8.45 |========================================== Fedora Server 35 .. 7.11 |==================================== Ubuntu 21.10 ...... 7.31 |===================================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 65.1 |===================================================== CentOS Stream ..... 64.9 |===================================================== Clear Linux 35150 . 41.6 |================================== Fedora Server 35 .. 43.1 |=================================== Ubuntu 21.10 ...... 41.4 |================================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better AlmaLinux 8.4 ..... 472 |====================================================== CentOS Stream ..... 470 |====================================================== Clear Linux 35150 . 376 |=========================================== Fedora Server 35 .. 413 |=============================================== Ubuntu 21.10 ...... 388 |============================================ Appleseed 2.0 Beta Scene: Disney Material Seconds < Lower Is Better AlmaLinux 8.4 ..... 47.38 |================================================== CentOS Stream ..... 46.74 |================================================= Clear Linux 35150 . 45.93 |================================================= Fedora Server 35 .. 49.12 |==================================================== Ubuntu 21.10 ...... 48.48 |=================================================== Appleseed 2.0 Beta Scene: Material Tester Seconds < Lower Is Better AlmaLinux 8.4 ..... 303.12 |============================================== CentOS Stream ..... 334.76 |=================================================== Clear Linux 35150 . 333.79 |=================================================== Fedora Server 35 .. 328.83 |================================================== Ubuntu 21.10 ...... 329.49 |================================================== Chaos Group V-RAY 5 Mode: CPU vsamples > Higher Is Better AlmaLinux 8.4 ..... 67572 |==================================================== CentOS Stream ..... 66119 |=================================================== Clear Linux 35150 . 66785 |=================================================== Fedora Server 35 .. 64059 |================================================= Ubuntu 21.10 ...... 64272 |=================================================