Add Processor To Compare: 563 Processors With Sufficient Data Collected AMD A4-6300 APU AMD A6-3410MX APU AMD A6-5400K APU AMD A6-7400K Radeon R5 6 Compute Cores 2C AMD A8-3870 APU AMD A8-5600K APU AMD A8-7600 Radeon R7 10 Compute Cores 4C AMD A10-5800K APU AMD A10-6700 APU AMD A10-7850K APU AMD A10-7850K APU with Radeon R7 AMD A10-7850K Radeon R7 12 Compute Cores 4C AMD A10-7870K Radeon R7 12 Compute Cores 4C AMD Athlon 200GE AMD Athlon 3000G AMD Athlon 5150 APU with Radeon R3 AMD Athlon 5350 APU with Radeon R3 AMD Athlon II X2 250 AMD Athlon II X3 425 AMD Athlon II X4 630 AMD Athlon II X4 640 AMD Athlon X4 860K Quad Core AMD Custom APU 0405 AMD E-350 AMD EPYC 7F32 8-Core AMD EPYC 7F32 8-Core 2P AMD EPYC 7F52 16-Core AMD EPYC 7F52 16-Core 2P AMD EPYC 7F72 24-Core AMD EPYC 7F72 24-Core 2P AMD EPYC 72F3 8-Core AMD EPYC 73F3 16-Core AMD EPYC 73F3 16-Core 2P AMD EPYC 74F3 24-Core AMD EPYC 74F3 24-Core 2P AMD EPYC 75F3 32-Core AMD EPYC 75F3 32-Core 2P AMD EPYC 3255 8-Core Temp AMD EPYC 7232P 8-Core AMD EPYC 7251 8-Core AMD EPYC 7252 8-Core AMD EPYC 7252 8-Core 2P AMD EPYC 7262 8-Core AMD EPYC 7262 8-Core 2P AMD EPYC 7272 12-Core AMD EPYC 7272 12-Core 2P AMD EPYC 7281 16-Core AMD EPYC 7282 16-Core AMD EPYC 7282 16-Core 2P AMD EPYC 7302 16-Core AMD EPYC 7302 16-Core 2P AMD EPYC 7302P 16-Core AMD EPYC 7313 16-Core AMD EPYC 7313 16-Core 2P AMD EPYC 7343 16-Core AMD EPYC 7343 16-Core 2P AMD EPYC 7351P 16-Core AMD EPYC 7352 24-Core AMD EPYC 7352 24-Core 2P AMD EPYC 7371 16-Core AMD EPYC 7371 16-Core 2P AMD EPYC 7373X 16-Core 2P AMD EPYC 7401P 24-Core AMD EPYC 7402 24-Core AMD EPYC 7402 24-Core 2P AMD EPYC 7402P 24-Core AMD EPYC 7413 24-Core AMD EPYC 7413 24-Core 2P AMD EPYC 7443 24-Core AMD EPYC 7443 24-Core 2P AMD EPYC 7452 32-Core AMD EPYC 7452 32-Core 2P AMD EPYC 7453 28-Core AMD EPYC 7453 28-Core 2P AMD EPYC 7473X 24-Core AMD EPYC 7502 32-Core AMD EPYC 7502 32-Core 2P AMD EPYC 7502P 32-Core AMD EPYC 7513 32-Core 2P AMD EPYC 7532 32-Core AMD EPYC 7532 32-Core 2P AMD EPYC 7542 32-Core AMD EPYC 7542 32-Core 2P AMD EPYC 7543 32-Core AMD EPYC 7543 32-Core 2P AMD EPYC 7551 32-Core AMD EPYC 7551 32-Core 2P AMD EPYC 7551P 32-Core AMD EPYC 7552 48-Core AMD EPYC 7552 48-Core 2P AMD EPYC 7573X 32-Core AMD EPYC 7573X 32-Core 2P AMD EPYC 7601 32-Core AMD EPYC 7601 32-Core 2P AMD EPYC 7642 48-Core AMD EPYC 7642 48-Core 2P AMD EPYC 7643 48-Core AMD EPYC 7643 48-Core 2P AMD EPYC 7662 64-Core AMD EPYC 7663 56-Core 2P AMD EPYC 7702 64-Core AMD EPYC 7702 64-Core 2P AMD EPYC 7702P 64-Core AMD EPYC 7713 64-Core AMD EPYC 7713 64-Core 2P AMD EPYC 7742 64-Core AMD EPYC 7742 64-Core 2P AMD EPYC 7763 64-Core AMD EPYC 7763 64-Core 2P AMD EPYC 7773X 64-Core AMD EPYC 7773X 64-Core 2P AMD FX-4100 AMD FX-6300 Six-Core AMD FX-6350 Six-Core AMD FX-8120 Eight-Core AMD FX-8150 Eight-Core AMD FX-8300 Eight-Core AMD FX-8320 Eight-Core AMD FX-8320E Eight-Core AMD FX-8350 Eight-Core AMD FX-8370 Eight-Core AMD FX-8370E Eight-Core AMD FX-9590 Eight-Core AMD Opteron 6272 2P AMD Opteron 8378 4P AMD Phenom II X2 560 AMD Phenom II X4 955 AMD Phenom II X4 B55 AMD Phenom II X6 1055T AMD Phenom II X6 1090T AMD Phenom II X6 1100T AMD PRO A12-9800 R7 12 COMPUTE CORES 4C AMD Ryzen 3 1200 AMD Ryzen 3 1300X AMD Ryzen 3 2200G AMD Ryzen 3 2200G with Radeon Vega AMD Ryzen 3 3100 4-Core AMD Ryzen 3 3200G AMD Ryzen 3 3200U AMD Ryzen 3 3300X 4-Core AMD Ryzen 3 PRO 4350G AMD Ryzen 5 1500X AMD Ryzen 5 1600 Six-Core AMD Ryzen 5 1600X Six-Core AMD Ryzen 5 2400G AMD Ryzen 5 2400G with Radeon Vega AMD Ryzen 5 2600 Six-Core AMD Ryzen 5 2600X Six-Core AMD Ryzen 5 3400G AMD Ryzen 5 3500U AMD Ryzen 5 3500X 6-Core AMD Ryzen 5 3550H AMD Ryzen 5 3600 6-Core AMD Ryzen 5 3600X 6-Core AMD Ryzen 5 3600XT 6-Core AMD Ryzen 5 4500U AMD Ryzen 5 5500 AMD Ryzen 5 5500U AMD Ryzen 5 5600G AMD Ryzen 5 5600X 6-Core AMD Ryzen 5 PRO 3600 6-Core AMD Ryzen 5 PRO 4650G AMD Ryzen 7 1700 Eight-Core AMD Ryzen 7 1700X Eight-Core AMD Ryzen 7 1800X Eight-Core AMD Ryzen 7 2700 Eight-Core AMD Ryzen 7 2700U AMD Ryzen 7 2700X Eight-Core AMD Ryzen 7 3700X 8-Core AMD Ryzen 7 3800X 8-Core AMD Ryzen 7 3800XT 8-Core AMD Ryzen 7 4700U AMD Ryzen 7 4800H AMD Ryzen 7 4800U AMD Ryzen 7 5700G AMD Ryzen 7 5800X3D 8-Core AMD Ryzen 7 5800X 8-Core AMD Ryzen 7 PRO 3700 8-Core AMD Ryzen 7 PRO 4750G AMD Ryzen 7 PRO 4750U AMD Ryzen 7 PRO 5850U AMD Ryzen 9 3900X 12-Core AMD Ryzen 9 3900XT 12-Core AMD Ryzen 9 3950X 16-Core AMD Ryzen 9 5900HX AMD Ryzen 9 5900X 12-Core AMD Ryzen 9 PRO 3900 12-Core AMD Ryzen Threadripper 1920X 12-Core AMD Ryzen Threadripper 1950X 16-Core AMD Ryzen Threadripper 2920X 12-Core AMD Ryzen Threadripper 2950X 16-Core AMD Ryzen Threadripper 2970WX 24-Core AMD Ryzen Threadripper 2990WX 32-Core AMD Ryzen Threadripper 3960X 24-Core AMD Ryzen Threadripper 3970X 32-Core AMD Ryzen Threadripper 3990X 64-Core AMD Ryzen Threadripper PRO 3955WX 16-Cores AMD Ryzen Threadripper PRO 3975WX 32-Cores Ampere Altra ARMv8 Neoverse-N1 160-Core Ampere ARMv8 Neoverse-N1 256-Core Ampere eMAG ARMv8 32-Core Apple M1 ARMv7 4-Core ARMv7 Cortex-A15 8-Core ARMv7 Cortex-A53 4-Core ARMv7 Cortex-A72 4-Core ARMv8 Cortex-A53 4-Core ARMv8 Cortex-A57 4-Core ARMv8 Cortex-A57 6-Core ARMv8 Cortex-A72 4-Core ARMv8 Cortex-A72 6-Core ARMv8 Cortex-A72 16-Core ARMv8 Cortex-A73 6-Core ARMv8 Cortex-A73 8-Core ARMv8 Neoverse-N1 8-Core ARMv8 Neoverse-N1 32-Core ARMv8 Neoverse-N1 64-Core Intel Atom C2750 Intel Atom C3950 Intel Atom C3958 Intel Atom E3845 Intel Atom N2600 Intel Atom x5-Z8350 Intel Atom x6425RE Intel Celeron G5900 Intel Celeron G6900 Intel Celeron J1900 Intel Celeron J3455 Intel Celeron N2820 Intel Celeron N3050 Intel Celeron N3450 Intel Core 2 6300 Intel Core 2 6400 Intel Core 2 Duo E8400 Intel Core 2 Duo P7350 Intel Core 2 Duo P8600 Intel Core 2 Duo P8700 Intel Core 2 Duo T7100 Intel Core 2 Duo T7250 Intel Core 2 Extreme Q9300 Intel Core 2 Quad Q6600 Intel Core 2 Quad Q8400 Intel Core 2 Quad Q9400 Intel Core 2 Quad Q9550 Intel Core i3 370M Intel Core i3 380U Intel Core i3-2100 Intel Core i3-2120 Intel Core i3-3110M Intel Core i3-3217U Intel Core i3-3220 Intel Core i3-4130 Intel Core i3-5005U Intel Core i3-5010U Intel Core i3-7100 Intel Core i3-7100U Intel Core i3-8100 Intel Core i3-8100T Intel Core i3-9100 Intel Core i3-9100F Intel Core i3-10100 Intel Core i3-10105 Intel Core i3-10110U Intel Core i3-12100 Intel Core i5 520M Intel Core i5 650 Intel Core i5-1135G7 Intel Core i5-1145G7 Intel Core i5-2400 Intel Core i5-2400S Intel Core i5-2410M Intel Core i5-2430M Intel Core i5-2500 Intel Core i5-2500K Intel Core i5-2520M Intel Core i5-3210M Intel Core i5-3230M Intel Core i5-3320M Intel Core i5-3360M Intel Core i5-3470 Intel Core i5-3570 Intel Core i5-3570K Intel Core i5-4210U Intel Core i5-4250U Intel Core i5-4278U Intel Core i5-4440 Intel Core i5-4460 Intel Core i5-4590 Intel Core i5-4670 Intel Core i5-4670K Intel Core i5-4690 Intel Core i5-4690K Intel Core i5-5200U Intel Core i5-5300U Intel Core i5-6200U Intel Core i5-6260U Intel Core i5-6300U Intel Core i5-6500 Intel Core i5-6600 Intel Core i5-6600K Intel Core i5-7200U Intel Core i5-7500 Intel Core i5-7600K Intel Core i5-8250U Intel Core i5-8265U Intel Core i5-8400 Intel Core i5-8500 Intel Core i5-9400F Intel Core i5-9500 Intel Core i5-10210U Intel Core i5-10500E Intel Core i5-10600K Intel Core i5-11600K Intel Core i5-12400 Intel Core i5-12600K Intel Core i7 Intel Core i7 720Q Intel Core i7 740Q Intel Core i7 920 Intel Core i7 950 Intel Core i7 990X Intel Core i7-1065G7 Intel Core i7-1165G7 Intel Core i7-1185G7 Intel Core i7-1185GRE Intel Core i7-1280P Intel Core i7-2600 Intel Core i7-2600K Intel Core i7-2630QM Intel Core i7-2670QM Intel Core i7-2700K Intel Core i7-3517U Intel Core i7-3517UE Intel Core i7-3520M Intel Core i7-3615QM Intel Core i7-3630QM Intel Core i7-3632QM Intel Core i7-3770 Intel Core i7-3770K Intel Core i7-3820 Intel Core i7-3930K Intel Core i7-3960X Intel Core i7-4558U Intel Core i7-4600U Intel Core i7-4700HQ Intel Core i7-4700MQ Intel Core i7-4720HQ Intel Core i7-4770 Intel Core i7-4770K Intel Core i7-4790 Intel Core i7-4790K Intel Core i7-4930K Intel Core i7-4960X Intel Core i7-5500U Intel Core i7-5557U Intel Core i7-5600U Intel Core i7-5775C Intel Core i7-5820K Intel Core i7-5930K Intel Core i7-5960X Intel Core i7-6500U Intel Core i7-6700 Intel Core i7-6700HQ Intel Core i7-6700K Intel Core i7-6800K Intel Core i7-6820HQ Intel Core i7-7500U Intel Core i7-7600U Intel Core i7-7700 Intel Core i7-7700HQ Intel Core i7-7700K Intel Core i7-7700T Intel Core i7-7740K Intel Core i7-7800X Intel Core i7-7820X Intel Core i7-7900X Intel Core i7-8086K Intel Core i7-8550U Intel Core i7-8565U Intel Core i7-8650U Intel Core i7-8700 Intel Core i7-8700B Intel Core i7-8700K Intel Core i7-8750H Intel Core i7-8850H Intel Core i7-9700K Intel Core i7-9700TE Intel Core i7-9750H Intel Core i7-9850H Intel Core i7-10510U Intel Core i7-10610U Intel Core i7-10700T Intel Core i7-10750H Intel Core i7-10875H Intel Core i7-11700K Intel Core i7-11800H Intel Core i7-12700K Intel Core i9-7920X Intel Core i9-7960X Intel Core i9-7980XE Intel Core i9-9900K Intel Core i9-9900KS Intel Core i9-10850K Intel Core i9-10885H Intel Core i9-10900K Intel Core i9-10980XE Intel Core i9-11900K Intel Core i9-11980HK Intel Pentium 4 Intel Pentium D1517 Intel Pentium Dual E2220 Intel Pentium G3220 Intel Pentium G3258 Intel Pentium G3260 Intel Pentium G4400 Intel Pentium G4560 Intel Pentium G4600 Intel Pentium Gold G5400 Intel Pentium Gold G6400 Intel Pentium Silver J5005 Intel Xeon D-2183IT Intel Xeon E-2278G Intel Xeon E-2278GEL Intel Xeon E-2286M Intel Xeon E-2288G Intel Xeon E-2388G Intel Xeon E3-1220 v3 Intel Xeon E3-1225 v6 Intel Xeon E3-1230 V2 Intel Xeon E3-1231 v3 Intel Xeon E3-1235L v5 Intel Xeon E3-1240 v5 Intel Xeon E3-1245 v5 Intel Xeon E3-1260L v5 Intel Xeon E3-1270 v5 Intel Xeon E3-1275 v5 Intel Xeon E3-1275 v6 Intel Xeon E3-1280 v5 Intel Xeon E3-1505M v6 Intel Xeon E5-26xx v3 4P Intel Xeon E5-1620 v3 Intel Xeon E5-1650 v2 Intel Xeon E5-1650 v4 Intel Xeon E5-1680 v3 Intel Xeon E5-2403 v2 2P Intel Xeon E5-2450L 0 2P Intel Xeon E5-2603 v2 2P Intel Xeon E5-2609 v4 Intel Xeon E5-2620 0 Intel Xeon E5-2620 0 2P Intel Xeon E5-2620 v2 2P Intel Xeon E5-2620 v3 Intel Xeon E5-2620 v3 2P Intel Xeon E5-2620 v4 2P Intel Xeon E5-2630 0 2P Intel Xeon E5-2630 v3 2P Intel Xeon E5-2630 v4 2P Intel Xeon E5-2637 v4 2P Intel Xeon E5-2640 v3 2P Intel Xeon E5-2640 v4 Intel Xeon E5-2643 0 2P Intel Xeon E5-2643 v3 2P Intel Xeon E5-2650 v2 2P Intel Xeon E5-2650 v3 2P Intel Xeon E5-2650 v4 2P Intel Xeon E5-2658 v2 2P Intel Xeon E5-2660 0 2P Intel Xeon E5-2660 v3 2P Intel Xeon E5-2665 0 2P Intel Xeon E5-2667 0 2P Intel Xeon E5-2667 v3 2P Intel Xeon E5-2667 v4 Intel Xeon E5-2670 0 2P Intel Xeon E5-2680 0 2P Intel Xeon E5-2680 v2 2P Intel Xeon E5-2680 v3 2P Intel Xeon E5-2683 v4 2P Intel Xeon E5-2687W v3 Intel Xeon E5-2690 0 2P Intel Xeon E5-2690 v2 2P Intel Xeon E5-2690 v3 2P Intel Xeon E5-2690 v4 2P Intel Xeon E5-2697 v3 2P Intel Xeon E5-2699 v3 2P Intel Xeon E5-4650 0 4P Intel Xeon E312xx Intel Xeon E5420 2P Intel Xeon E5506 2P Intel Xeon E5530 2P Intel Xeon E5540 2P Intel Xeon E5620 2P Intel Xeon E5645 2P Intel Xeon E5649 2P Intel Xeon Gold 5117 2P Intel Xeon Gold 5118 2P Intel Xeon Gold 5217 Intel Xeon Gold 5218 Intel Xeon Gold 5218R Intel Xeon Gold 5218R 2P Intel Xeon Gold 5220R Intel Xeon Gold 5220R 2P Intel Xeon Gold 5222 2P Intel Xeon Gold 6138 Intel Xeon Gold 6138 2P Intel Xeon Gold 6140 2P Intel Xeon Gold 6210U Intel Xeon Gold 6212U Intel Xeon Gold 6226R Intel Xeon Gold 6226R 2P Intel Xeon Gold 6230 2P Intel Xeon Gold 6230R Intel Xeon Gold 6230R 2P Intel Xeon Gold 6238R Intel Xeon Gold 6248R 2P Intel Xeon Gold 6250 Intel Xeon Gold 6250 2P Intel Xeon Gold 6254 2P Intel Xeon Gold 6258R Intel Xeon Gold 6258R 2P Intel Xeon Gold 6312U Intel Xeon L5420 2P Intel Xeon Platinum 8124M Intel Xeon Platinum 8168 2P Intel Xeon Platinum 8175M 2P Intel Xeon Platinum 8252C 2P Intel Xeon Platinum 8253 Intel Xeon Platinum 8259CL Intel Xeon Platinum 8259CL 2P Intel Xeon Platinum 8259L 2P Intel Xeon Platinum 8268 2P Intel Xeon Platinum 8272CL 2P Intel Xeon Platinum 8280 Intel Xeon Platinum 8280 2P Intel Xeon Platinum 8380 Intel Xeon Platinum 8380 2P Intel Xeon Silver 4108 Intel Xeon Silver 4110 2P Intel Xeon Silver 4114 2P Intel Xeon Silver 4210 2P Intel Xeon Silver 4210R Intel Xeon Silver 4210R 2P Intel Xeon Silver 4214 2P Intel Xeon Silver 4214R Intel Xeon Silver 4214R 2P Intel Xeon Silver 4215R Intel Xeon Silver 4215R 2P Intel Xeon Silver 4216 Intel Xeon Silver 4216 2P Intel Xeon W-2123 Intel Xeon W-2295 Intel Xeon W3530 Intel Xeon X5550 2P Intel Xeon X5650 2P Intel Xeon X5670 2P Intel Xeon X5675 2P Intel Xeon X5680 2P Mobile AMD Sempron 3500 Phytium FT-2000 POWER9 4-Core POWER9 44-Core POWER9 altivec supported 44-Core POWER9 altivec supported 64-Core Rockchip ARMv8 Cortex-A72 6-Core
* Note: Due to differences in Linux drivers/interfaces, the reported CPU clock may be displayed different depending upon the CPU - i.e. base vs. boost frequency. * Disclosure: OpenBenchmarking.org may earn a commission/referral on affiliate shopping links should you decide to make any purchases from the third-party shopping links.
Add another performance-per-dollar value in the table above to see customized performance-per-dollar graphs.
Of the components selected for comparison, there were 70 benchmarks in common (matching test profile, test version and any configurable test options) and where that data was statistically significant and at least three independent data points for each component of the public test results on OpenBenchmarking.org.
OpenBenchmarking.org Geometric Mean, More Is Better Geometric Mean Of All Test Results Result Composite AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 6 12 18 24 30 23.84 19.33 17.81
AMD EPYC 7373X 16-Core had the most wins, coming in first place for 40% of the tests.
Based on the geometric mean of all complete results, the fastest (AMD EPYC 7373X 16-Core) was 1.339x the speed of the slowest (AMD Ryzen 9 5950X 16-Core). Intel Core i9-12900K was 0.811x the speed of AMD EPYC 7373X 16-Core and AMD Ryzen 9 5950X 16-Core was 0.921x the speed of Intel Core i9-12900K.
The results with the greatest spread from best to worst included:
miniFE (Problem Size: Small ) at 5.342x, ONNX Runtime (Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel ) at 4.231x, ASKAP (Test: tConvolve MPI - Degridding ) at 2.903x, ONNX Runtime (Model: GPT-2 - Device: CPU - Executor: Standard ) at 2.387x, ONNX Runtime (Model: yolov4 - Device: CPU - Executor: Parallel ) at 2.139x, Java JMH (Throughput ) at 1.949x, oneDNN (Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ) at 1.83x, oneDNN (Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ) at 1.824x, oneDNN (Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU ) at 1.795x, Mlpack Benchmark (Benchmark: scikit_svm ) at 1.762x.
70 Benchmarks Found In Common - Sort By: Greatest Spread
OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 21.06 Test: Decompression Rating AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 30K 60K 90K 120K 150K SE +/- 1184.62, N = 55 SE +/- 537.09, N = 3 SE +/- 1097.36, N = 59 139231 127697 93627
OpenBenchmarking.org GFLOP/s, More Is Better ACES DGEMM 1.0 Sustained Floating-Point Rate AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 2 4 6 8 10 SE +/- 0.114, N = 47 SE +/- 0.103, N = 6 SE +/- 0.094, N = 20 8.830 7.970 5.880
OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 1.0 Test: tConvolve MT - Gridding AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 1500 3000 4500 6000 7500 SE +/- 3.63, N = 5 SE +/- 74.95, N = 15 SE +/- 0.41, N = 25 7186 2030 786
OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 1.0 Test: tConvolve MT - Degridding AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 2K 4K 6K 8K 10K SE +/- 29.92, N = 5 SE +/- 98.60, N = 15 SE +/- 27.68, N = 26 9841 2813 1375
OpenBenchmarking.org Mpix/sec, More Is Better ASKAP 1.0 Test: tConvolve MPI - Degridding AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core Intel Core i9-12900K 2K 4K 6K 8K 10K SE +/- 133.51, N = 7 SE +/- 30.93, N = 16 SE +/- 62.72, N = 10 11433 6677 3939
OpenBenchmarking.org Mpix/sec, More Is Better ASKAP 1.0 Test: tConvolve MPI - Gridding AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core Intel Core i9-12900K 3K 6K 9K 12K 15K SE +/- 113.39, N = 7 SE +/- 65.44, N = 16 SE +/- 107.80, N = 10 14953 6709 4193
OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Classroom - Compute: CPU-Only AMD Ryzen 9 5950X 16-Core Intel Core i9-12900K AMD EPYC 7373X 16-Core 50 100 150 200 250 SE +/- 4.11, N = 26 SE +/- 1.63, N = 28 SE +/- 0.34, N = 8 203 212 213
OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Fishy Cat - Compute: CPU-Only AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 20 40 60 80 100 SE +/- 1.64, N = 35 SE +/- 0.17, N = 7 SE +/- 0.66, N = 28 101 104 111
OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Pabellon Barcelona - Compute: CPU-Only AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 60 120 180 240 300 SE +/- 2.62, N = 27 SE +/- 0.42, N = 7 SE +/- 1.23, N = 29 243 261 264
OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Barbershop - Compute: CPU-Only AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 200 400 600 800 1000 SE +/- 13.31, N = 23 SE +/- 1.54, N = 7 SE +/- 8.19, N = 23 776 818 870
OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 100 Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 9K 18K 27K 36K 45K SE +/- 554.18, N = 6 SE +/- 633.79, N = 15 SE +/- 94.05, N = 5 26346 38312 39924
OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 100 Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 20K 40K 60K 80K 100K SE +/- 1652.12, N = 6 SE +/- 2032.50, N = 15 SE +/- 186.75, N = 5 71484 100613 109672
OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf Lagrangian-Eulerian Hydrodynamics AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 30 60 90 120 150 SE +/- 0.05, N = 5 SE +/- 0.08, N = 4 SE +/- 2.87, N = 17 17.70 64.00 131.00
OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer - Model: Asian Dragon AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core Intel Core i9-12900K 6 12 18 24 30 SE +/- 0.21, N = 3 SE +/- 0.09, N = 35 SE +/- 0.38, N = 24 25.20 24.70 20.80
OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 6 12 18 24 30 SE +/- 0.35, N = 28 SE +/- 0.05, N = 35 SE +/- 0.08, N = 3 23.50 23.20 22.90
OpenBenchmarking.org Ops/s, More Is Better Java JMH Throughput Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 11000M 22000M 33000M 44000M 55000M SE +/- 272674109.90, N = 3 SE +/- 106464086.34, N = 4 SE +/- 55899753.19, N = 5 52299759298 29201811757 26837339924
OpenBenchmarking.org CG Mflops, More Is Better miniFE 2.2 Problem Size: Small AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 5K 10K 15K 20K 25K SE +/- 76.68, N = 5 SE +/- 7.51, N = 4 SE +/- 0.61, N = 6 21513 9145 4027
OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 5 10 15 20 25 SE +/- 0.34, N = 3 SE +/- 0.04, N = 23 SE +/- 0.03, N = 3 10.90 16.40 19.20
OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Intel Core i9-12900K AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core 0.2439 0.4878 0.7317 0.9756 1.2195 SE +/- 0.01245, N = 47 SE +/- 0.00134, N = 3 SE +/- 0.00231, N = 79 0.85000 1.04000 1.08000
OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: BT.C AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 20K 40K 60K 80K 100K SE +/- 420.31, N = 6 SE +/- 2877.36, N = 4 SE +/- 111.14, N = 27 80512 41288 24286
OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: CG.C AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 7K 14K 21K 28K 35K SE +/- 186.22, N = 6 SE +/- 522.21, N = 4 SE +/- 37.40, N = 28 31195 7690 6944
OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.C AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 400 800 1200 1600 2000 SE +/- 5.75, N = 33 SE +/- 2.21, N = 5 SE +/- 56.06, N = 4 1871 1576 1502
OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.D AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 400 800 1200 1600 2000 SE +/- 10.91, N = 15 SE +/- 4.79, N = 5 SE +/- 51.41, N = 4 1857 1575 1489
OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: FT.C AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 9K 18K 27K 36K 45K SE +/- 86.10, N = 5 SE +/- 861.69, N = 4 SE +/- 60.26, N = 27 44149 19381 12269
OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: IS.D AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 500 1000 1500 2000 2500 SE +/- 28.55, N = 6 SE +/- 25.16, N = 3 SE +/- 14.37, N = 17 2146 1127 661
OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 20K 40K 60K 80K 100K SE +/- 449.30, N = 6 SE +/- 2531.87, N = 4 SE +/- 239.60, N = 30 104538 41787 28202
OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: MG.C AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 12K 24K 36K 48K 60K SE +/- 1420.48, N = 6 SE +/- 1432.03, N = 4 SE +/- 40.72, N = 28 55266 19756 10009
OpenBenchmarking.org Seconds, Fewer Is Better NWChem 7.0.2 Input: C240 Buckyball AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 1200 2400 3600 4800 6000 SE +/- 20.09, N = 4 SE +/- 69.59, N = 7 SE +/- 212.28, N = 16 5051 5568 5816
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 0.8472 1.6944 2.5416 3.3888 4.236 SE +/- 0.00346, N = 3 SE +/- 0.00288, N = 6 SE +/- 0.17769, N = 8 1.84000 2.64000 3.77000
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 0.2388 0.4776 0.7164 0.9552 1.194 SE +/- 0.00307, N = 6 SE +/- 0.02742, N = 3 SE +/- 0.00546, N = 5 0.82000 0.91000 1.06000
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core Intel Core i9-12900K 0.1941 0.3882 0.5823 0.7764 0.9705 SE +/- 0.00458, N = 5 SE +/- 0.00523, N = 6 SE +/- 0.01402, N = 5 0.48000 0.50000 0.86000
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 2 4 6 8 10 SE +/- 0.16099, N = 7 SE +/- 0.20497, N = 5 SE +/- 0.11470, N = 5 4.68000 6.51000 8.33000
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 0.3034 0.6068 0.9102 1.2136 1.517 SE +/- 0.00477, N = 5 SE +/- 0.05602, N = 3 SE +/- 0.00280, N = 5 1.08000 1.21000 1.35000
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core Intel Core i9-12900K 600 1200 1800 2400 3000 SE +/- 14.24, N = 5 SE +/- 126.12, N = 7 SE +/- 1.04, N = 6 1812 2705 2881
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 400 800 1200 1600 2000 SE +/- 16.51, N = 3 SE +/- 0.45, N = 6 SE +/- 91.83, N = 7 1003 1614 1792
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core Intel Core i9-12900K 600 1200 1800 2400 3000 SE +/- 14.87, N = 5 SE +/- 35.77, N = 6 SE +/- 0.82, N = 6 1822 2852 2882
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 400 800 1200 1600 2000 SE +/- 2.92, N = 5 SE +/- 0.96, N = 6 SE +/- 27.82, N = 6 1021 1615 1868
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core Intel Core i9-12900K 600 1200 1800 2400 3000 SE +/- 8.54, N = 5 SE +/- 37.48, N = 6 SE +/- 0.72, N = 6 1831 2862 2882
OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 400 800 1200 1600 2000 SE +/- 3.56, N = 3 SE +/- 2.34, N = 6 SE +/- 24.01, N = 5 1030 1619 1879
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: GPT-2 - Device: CPU - Executor: Parallel Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 2K 4K 6K 8K 10K SE +/- 18.26, N = 6 SE +/- 61.98, N = 9 SE +/- 27.64, N = 5 8069 5407 5328
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: GPT-2 - Device: CPU - Executor: Standard AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 4K 8K 12K 16K 20K SE +/- 257.79, N = 5 SE +/- 10.62, N = 15 SE +/- 124.26, N = 8 16995 11077 7121
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: yolov4 - Device: CPU - Executor: Parallel Intel Core i9-12900K AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core 140 280 420 560 700 SE +/- 0.93, N = 5 SE +/- 1.15, N = 3 SE +/- 0.21, N = 6 631 463 295
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: yolov4 - Device: CPU - Executor: Standard Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 150 300 450 600 750 SE +/- 3.89, N = 15 SE +/- 17.68, N = 6 SE +/- 19.97, N = 5 679 492 402
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: bertsquad-12 - Device: CPU - Executor: Parallel Intel Core i9-12900K AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core 200 400 600 800 1000 SE +/- 7.76, N = 5 SE +/- 3.43, N = 5 SE +/- 17.70, N = 7 936 770 568
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 20 40 60 80 100 SE +/- 0.00, N = 5 SE +/- 3.29, N = 7 SE +/- 0.58, N = 3 111 92 88
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 300 600 900 1200 1500 SE +/- 23.63, N = 7 SE +/- 1.45, N = 3 SE +/- 0.45, N = 5 1536 1375 363
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 400 800 1200 1600 2000 SE +/- 10.85, N = 16 SE +/- 81.48, N = 8 SE +/- 22.66, N = 3 1947 1705 1492
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: super-resolution-10 - Device: CPU - Executor: Parallel AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 1400 2800 4200 5600 7000 SE +/- 140.94, N = 8 SE +/- 24.02, N = 5 SE +/- 11.58, N = 6 6592 5088 4501
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 8 Input: Motorbike 30M AMD EPYC 7373X 16-Core Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core 20 40 60 80 100 SE +/- 0.01, N = 5 SE +/- 2.56, N = 6 SE +/- 1.56, N = 29 27.00 92.00 95.00
OpenBenchmarking.org sign/s, More Is Better OpenSSL 3.0 Algorithm: RSA4096 AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 1000 2000 3000 4000 5000 SE +/- 15.91, N = 41 SE +/- 6.74, N = 3 SE +/- 52.33, N = 35 4836 4340 4096
OpenBenchmarking.org verify/s, More Is Better OpenSSL 3.0 Algorithm: RSA4096 AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core Intel Core i9-12900K 70K 140K 210K 280K 350K SE +/- 979.15, N = 42 SE +/- 355.98, N = 3 SE +/- 3440.19, N = 36 315631 282680 267475
OpenBenchmarking.org Items Per Second, More Is Better OSPray 2.9 Benchmark: particle_volume/scivis/real_time Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 7 14 21 28 35 SE +/- 0.03, N = 4 SE +/- 0.03, N = 10 SE +/- 0.05, N = 5 28.20 25.20 24.60
OpenBenchmarking.org Items Per Second, More Is Better OSPray 2.9 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 0.8631 1.7262 2.5893 3.4524 4.3155 SE +/- 0.08827, N = 4 SE +/- 0.00506, N = 9 SE +/- 0.00754, N = 5 3.84000 3.06000 2.81000
OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenMP MRI Gridding Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 20 40 60 80 100 SE +/- 5.44, N = 4 SE +/- 0.58, N = 9 SE +/- 0.14, N = 5 78 96 97
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU AMD EPYC 7373X 16-Core AMD Ryzen 9 5950X 16-Core Intel Core i9-12900K 3 6 9 12 15 SE +/- 0.03, N = 5 SE +/- 0.26, N = 33 SE +/- 0.18, N = 26 11.30 10.50 8.90
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 20K 40K 60K 80K 100K SE +/- 156.75, N = 15 SE +/- 106.57, N = 54 SE +/- 4.18, N = 5 88734 94969 108274
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 300K 600K 900K 1200K 1500K SE +/- 968.95, N = 15 SE +/- 1859.34, N = 56 SE +/- 396.01, N = 5 1266838 1354902 1534562
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 30K 60K 90K 120K 150K SE +/- 204.59, N = 16 SE +/- 200.27, N = 54 SE +/- 339.77, N = 5 73113 104980 123257
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 15K 30K 45K 60K 75K SE +/- 66.00, N = 15 SE +/- 52.29, N = 50 SE +/- 80.91, N = 5 59230 62754 70466
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 17K 34K 51K 68K 85K SE +/- 20.43, N = 16 SE +/- 89.54, N = 53 SE +/- 95.39, N = 5 61998 68287 77305
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 300K 600K 900K 1200K 1500K SE +/- 1067.26, N = 15 SE +/- 1571.00, N = 53 SE +/- 744.53, N = 5 1140713 1218520 1374502
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: MobileNet v2 Intel Core i9-12900K AMD Ryzen 9 5950X 16-Core AMD EPYC 7373X 16-Core 60 120 180 240 300 SE +/- 5.60, N = 20 SE +/- 0.75, N = 49 SE +/- 0.09, N = 3 196 225 292