SkatterBencher AI Benchmark Leaderboard

The SkatterBencher AI Benchmark leaderboard consists of all benchmark results from SkatterBencher CPU and GPU overclocking guides. You can find more information about how the benchmark is configured below the AI Benchmark leaderboard.

AI Benchmark Leaderboard

SKUOC StrategyBenchmark Score
Intel Arc A770SB64_OCS416935
Intel Arc A770SB64_OCS316561
NVIDIA GeForce RTX 3050SB62_OCS216418
Intel Arc A770SB64_OCS215972
NVIDIA GeForce RTX 3050SB62_OCS115847
Intel Arc A770SB64_OCS115669
NVIDIA GeForce RTX 3050SB62_OCS315167
NVIDIA GeForce RTX 3050SB62_EVGA14556
Intel Arc A770SB64_Stock14325
NVIDIA GeForce RTX 3050SB62_Stock14209
Intel Xeon w7-3465XSB63_OCS412100
Intel Xeon w7-3465XSB63_OCS311431
Intel Xeon w5-3435XSB61_OCS49591
Intel Xeon w7-2495XSB59_OCS49492
Intel Xeon w7-2495XSB59_OCS29354
Intel Xeon w5-3435XSB61_OCS39283
Intel Xeon w7-2495XSB59_OCS39033
Intel Xeon w7-3465XSB63_OCS18988
Intel Xeon w7-3465XSB63_Stock8599
Intel Xeon w5-3435XSB61_OCS28541
Intel Xeon w7-2495XSB59_OCS17988
Intel Xeon w7-2495XSB59_Stock7593
AMD Ryzen 9 7950XSB45_OCS57497
AMD Ryzen 9 7950XSB45_OCS37484
AMD Ryzen 9 7950XSB45_OCS47441
AMD Ryzen 9 7950XSB45_OCS27363
AMD Ryzen 9 7950X3DSB56_OCS27080
AMD Ryzen 9 7950XSB45_OCS16990
Intel Xeon w5-3435XSB61_OCS16981
Intel Core i9-13900KSB49_OCS36980
AMD Ryzen 9 7950X3DSB56_OCS36956
Intel Core i9-13900KSB49_OCS26954
Intel Core i9-13900KSB49_OCS46935
AMD Ryzen 9 7950X3DSB56_OCS16928
Intel Xeon w5-3435XSB61_Stock6800
Intel Core i9-13900KSB49_OCS16754
AMD Ryzen 9 7900SB54_OCS56687
AMD Ryzen 9 7900SB54_OCS36657
AMD Ryzen 9 7900SB54_OCS46587
Intel Arc A380SB44_OCS46582
AMD Ryzen 9 7950XSB45_Stock6580
Intel Core i9-13900KSSB53_OCS46526
AMD Ryzen 9 7900SB54_OCS26489
Intel Core i9-13900KSSB53_OCS36476
AMD Ryzen 9 7900XSB46_OCS46466
AMD Ryzen 9 7900XSB46_OCS36457
AMD Ryzen Threadripper 5990XSB43_OCS56426
AMD Ryzen 9 7900XSB46_OCS56407
AMD Ryzen 9 7950X3DSB56_Stock6405
Intel Arc A380SB44_OCS36382
AMD Ryzen 9 7900XSB46_OCS26359
Intel Arc A380SB44_OCS26331
AMD Ryzen 9 7900SB54_OCS16328
AMD Ryzen Threadripper 5990XSB43_OCS46315
AMD Ryzen 9 7900XSB46_OCS16311
AMD Ryzen Threadripper 5990XSB43_OCS3_NoSMT6252
Intel Core i9-13900KSSB53_OCS26219
AMD Ryzen 9 7900X3DSB58_OCS36195
Intel Core i9-13900KSB49_Stock6192
AMD Ryzen 9 7900X3DSB58_OCS26125
Intel Arc A380SB44_OCS16098
AMD Ryzen 9 7900X3DSB58_OCS16098
Intel Core i9-13900KSSB53_OCS16073
AMD Ryzen Threadripper 5990XSB43_OCS2_NoSMT5952
AMD Ryzen 9 7900XSB46_Stock5951
AMD Ryzen Threadripper 5990XSB43_OCS1_NoSMT5950
Intel Arc A380SB44_Stock5799
Intel Core i9-13900K P-CoreSB52_OCS55773
Intel Core i7-13700KSB50_OCS45764
Intel Core i9-13900K P-CoreSB52_OCS45755
AMD Ryzen 9 7900X3DSB58_Stock5710
Intel Core i9-13900K P-CoreSB52_OCS35670
AMD Ryzen 7 7800X3DSB60_OCS45655
Intel Core i7-13700KSB50_OCS35629
AMD Ryzen 7 7700XSB47_OCS35587
AMD Ryzen 7 7700XSB47_OCS45576
AMD Ryzen 7 7700XSB47_OCS25548
AMD Ryzen 7 7700XSB47_OCS55541
Intel Core i9-13900K P-CoreSB52_OCS25539
AMD Ryzen 7 7700XSB47_OCS65528
AMD Ryzen 7 7800X3DSB60_OCS55527
AMD Ryzen 7 7800X3DSB60_OCS25473
Intel Core i9-13900K P-CoreSB52_OCS15471
AMD Ryzen 7 7700XSB47_OCS15469
AMD Ryzen 7 7800X3DSB60_OCS35468
Intel Core i9-13900KSSB53_Stock5448
AMD Ryzen Threadripper 5990XSB43_OCS35401
AMD Ryzen 9 7900SB54_Stock5368
AMD Ryzen 7 7800X3DSB60_OCS15363
AMD Ryzen Threadripper 3990XSB36_OCS55344
AMD Ryzen Threadripper 3990XSB36_OCS2_NoSMT5325
AMD Ryzen Threadripper 5990XSB43_OCS25227
AMD Ryzen Threadripper 3990XSB36_OCS1_NoSMT5212
AMD Ryzen 7 7700XSB47_Stock5172
AMD Ryzen Threadripper 5990XSB43_OCS15158
Intel Core i9-12900KFSB34_OCS45153
AMD Ryzen 7 7800X3DSB60_Stock5144
Intel Core i9-12900KSB30_OCS55115
Intel Core i7-13700KSB50_OCS25100
Intel Core i7-13700KSB50_OCS15062
Intel Core i9-12900KSB30_OCS25044
Intel Core i9-12900KFSB34_OCS34989
Intel Core i9-13900K P-CoreSB52_Stock4961
Intel Core i9-12900KFSB34_OCS24821
AMD Ryzen Threadripper 3990XSB36_OCS24820
Intel Core i9-12900KSB30_OCS44754
Intel Core i7-13700KSB50_Stock4727
AMD Ryzen Threadripper 3990XSB36_OCS44687
Intel Core i9-12900KSB30_OCS14650
AMD Ryzen Threadripper 3990XSB36_OCS14632
AMD Ryzen Threadripper 5990XSB43_Stock_NoSMT4594
AMD Ryzen 5 7600XSB48_OCS44575
AMD Ryzen 5 7600XSB48_OCS54573
AMD Ryzen 5 7600XSB48_OCS64570
AMD Ryzen 5 7600XSB48_OCS34562
Intel Core i9-12900KFSB34_OCS14550
AMD Ryzen 5 7600XSB48_OCS24529
Intel Core i9-12900KSB30_OCS34498
Intel Core i7-12700KSB31_OCS44494
AMD Ryzen 5 7600XSB48_OCS14491
Intel Core i7-12700KSB31_OCS34454
AMD Ryzen Threadripper 3990XSB36_OCS34418
Intel Core i5-13600KSB51_OCS34337
Intel Core i9-12900KSB30_Stock4324
Intel Core i5-13600KSB51_OCS44301
Intel Core i7-12700KSB31_OCS24285
AMD Ryzen Threadripper 5990XSB43_Stock4277
Intel Core i9-12900KFSB34_Stock4269
AMD Ryzen 5 7600XSB48_Stock4205
AMD Ryzen 3 5300GE (IGP)SB35_OCS34202
AMD Ryzen 3 5300GE (IGP)SB35_OCS44200
Intel Core i7-12700KSB31_OCS14115
AMD Ryzen Threadripper 3990XSB36_Stock_NoSMT4023
Intel Core i7-12700KSB31_Stock3939
Intel Core i5-13600KSB51_OCS23813
Intel Core i5-13600KSB51_OCS13748
Intel Core i5-12400SB37_OCS33680
Intel Core i5-12400SB37_OCS43648
AMD Ryzen Threadripper 3990XSB36_Stock3626
AMD Ryzen 7 5800X3DSB39_OCS33609
AMD Ryzen 3 5300GE (IGP)SB35_OCS23596
Intel Core i5-13600KSB51_Stock3563
AMD Ryzen 7 5800X3DSB39_OCS13480
AMD Ryzen 7 5800X3DSB39_OCS23473
AMD Ryzen 3 5300GE (IGP)SB35_OCS13470
Intel Core i5-12600KFSB32_OCS33257
Intel Core i5-12600KFSB32_OCS23196
AMD Ryzen 7 5800X3DSB39_Stock3196
Intel Core i5-12400SB37_OCS23195
Intel Core i5-12600KFSB32_OCS13130
Intel Core i9-11980HKSB65_OCS33088
Intel Core i5-12400SB37_OCS13083
Intel Core i9-11980HKSB65_OCS23079
AMD Ryzen 3 5300GE (IGP)SB35_Stock2775
Intel Core i9-11980HKSB65_OCS12771
Intel Core i9-11900HWSL_DIRECTML_ONEDNN2735
Intel Core i9-11900HWN_DIRECTML_ONEDNN2713
Intel Core i5-12600KFSB32_Stock2681
AMD Radeon Graphics (Ryzen 7000)SB55_OCS32645
AMD Radeon Graphics (Ryzen 7000)SB55_OCS22622
Intel Core i9-11980HKSB65_Stock2575
Intel Core i5-12400SB37_Stock2551
Intel Core i9-11900HWSL_DIRECTML2240
Intel UHD Graphics 770 (13th Gen)SB57_OCS42072
AMD Radeon Graphics (Ryzen 7000)SB55_OCS12057
Intel UHD Graphics 770 (13th Gen)SB57_OCS32055
Intel UHD Graphics 770 (12th Gen)SB33_OCS42046
AMD Radeon Graphics (Ryzen 7000)SB55_Stock2037
Intel UHD Graphics 770 (12th Gen)SB33_OCS31949
Intel UHD Graphics 770 (12th Gen)SB33_OCS21825
Intel UHD Graphics 770 (13th Gen)SB57_OCS21739
AMD Ryzen 3 5300GESB35_OCS31504
AMD Ryzen 3 5300GESB35_OCS41469
AMD Ryzen 3 5300GESB35_OCS21448
Intel UHD Graphics 750 (11th Gen)SB28_OCS61446
AMD Ryzen 3 5300GESB35_OCS11419
Intel UHD Graphics for 11th GenWN_DIRECTML1417
Intel UHD Graphics for 11th GenWSL_DIRECTML1396
Intel UHD Graphics 730 (12th Gen)SB38_OCS41388
Intel UHD Graphics 770 (13th Gen)SB57_OCS11387
Intel UHD Graphics 770 (13th Gen)SB57_Stock1379
Intel UHD Graphics 770 (12th Gen)SB33_OCS11361
Intel UHD Graphics 770 (12th Gen)SB33_Stock1352
Intel UHD Graphics 750 (11th Gen)SB28_OCS51264
Intel UHD Graphics 730 (12th Gen)SB38_OCS31223
AMD Ryzen 3 5300GESB35_Stock1179
Intel UHD Graphics 730 (12th Gen)SB38_OCS21116
Intel UHD Graphics 750 (11th Gen)SB28_OCS41107
Intel UHD Graphics 750 (11th Gen)SB28_OCS31098
Intel UHD Graphics 730 (12th Gen)SB38_OCS11080
Intel UHD Graphics 730 (12th Gen)SB38_Stock1072
Intel UHD Graphics 750 (11th Gen)SB28_OCS21066
Intel UHD Graphics 750 (11th Gen)SB28_OCS11064
Intel UHD Graphics 750 (11th Gen)SB28_Stock1064
Intel Core i9-11900HWN_DIRECTML892

Leaderboard Notes:

  1. OC Strategy is coded as SkatterBencher # + OC Strategy #
  2. The Core i9-13900KS benchmark scores seem off. I noticed a particular issue with the OS for that system where the score would be significantly slower than expected unless the process affinity was manually set.
  3. TensorFlow-DirectML was used for: Intel UHD Graphics 750 (11th Gen), Intel UHD Graphics 730 (12th Gen), Intel UHD Graphics 770 (12th Gen), Intel UHD Graphics 770 (13th Gen), AMD Radeon Graphics (Ryzen 7000), AMD Ryzen 3 5300GE (IGP), and Intel Arc A380.

AI Benchmark

ai benchmark leaderboard

AI Benchmark Alpha is an open-source python library for evaluating AI performance of various hardware platforms, including CPUs, GPUs and TPUs. The benchmark is relying on the TensorFlow machine learning library, and is providing a lightweight solution for assessing inference and training speed for key Deep Learning models. The benchmark itself takes about 20 minutes to run and outputs three scores: inference score, training score, and AI-Score. It’s the latter we use as performance measurement.

While there are many ways to run AI Benchmark on your machine, I use an Anaconda Python environment with the latest Tensorflow optimizations. For hardware that lacks native TensorFlow support I rely on TensorFlow-DirectML or the TensorFlow-DirectML plugin to run the benchmark. Obviously the performance is not as good as native TensorFlow.

I explained how I install TensorFlow-DirectML in a separate page on my website.

I also enable the OneAPI optimizations (set TF_ENABLE_ONEDNN_OPTS=1) when applicable