GPU benchmark rating Hashcat-ng (WPA-PBKDF2-PMKID+EAPOL) (NOT FOSS VERSION, PROPRIETARY MY FORK)

README.md

The Publisher:

Collective Ink Ltd, Laurel House, Station Approach, Alresford, Hampshire, SO24 9JH, United Kingdom

The Licensee:

Herman Semenov <[email protected]> (Foreign Publisher and address)

Street: Terschellingsestraat 64

City: Rotterdam

State/province/area: Zuid-Holland

Zip code: 3083 PH

Hash-Mode 22000 (WPA-PBKDF2-PMKID+EAPOL)

Model Brand	Hashrate (H/s)
Quadro NVS 135M	279
GeForce 8200M G	328
GeForce G100	510
GeForce 9200M GS	511
GeForce 9300 GS	543
GeForce 9300M GS	584
GeForce 8400 GS	681
GeForce G105M	973
GeForce 210	1051
GeForce 9400 GT	1097
GeForce 310M	1213
GeForce 315M	1216
Intel HD Graphics 400	1532
Quadro FX 570M	1533
AMD Radeon HD 7290	1542
AMD Radeon HD 6320	1668
AMD Radeon HD 6250	1749
AMD Radeon HD 7340 Graphics	1753
AMD Radeon HD 6290	1753
ATI Radeon HD 5400M	1865
AMD Radeon HD 8180	1893
GeForce 8600 GT	1899
GeForce 9600M GT	1926
GeForce 9500 GT	1974
Intel UHD Graphics 605	2050
Intel HD Graphics 4400	2278
Quadro 400	2631
AMD Radeon R2 Graphics	2770
AMD Radeon HD 8210	2777
GeForce 605	2843
AMD Radeon HD 6310	2849
GeForce GT 330M	2962
AMD Radeon HD 7310	3054
GeForce 410M	3070
GeForce 610M	3292
Intel HD Graphics 510	3357
GeForce GT 335M	3608
AMD Radeon HD 8240	3653
AMD Radeon HD 8330	3674
GeForce GT 220	3723
AMD Radeon HD 8400	3727
AMD Radeon HD 8250	3730
AMD Radeon HD 5450	4013
GeForce 705M	4166
AMD Radeon HD 8280	4166
Intel HD Graphics 4600	4174
GeForce GT 320	4519
AMD Radeon HD 6300M	4529
GeForce GT 520	4554
GeForce GT 610	4603
AMD Radeon HD 6380G	4719
Intel HD Graphics 5300	4806
GeForce GT 520MX	4813
AMD Radeon HD 7400M	4822
GeForce GT 705	4888
GeForce 800M	5015
GeForce GT 525M	5043
AMD Radeon HD 6480G	5090
GeForce 8800 GTS	5475
GeForce GT 425M	5927
GeForce GT 240	6359
AMD Radeon HD 8370D	6760
Intel HD Graphics 5500	6764
GeForce 820M	6779
AMD Radeon HD 7480D	6944
GeForce 9800 GT	7007
GeForce GT 635M	7017
Intel HD Graphics 520	7037
GeForce GT 540M	7228
GeForce GT 630M	7244
GeForce GT 530	7455
GeForce GT 430	7460
Intel HD Graphics 530	7461
AMD Radeon HD 6450	7548
GeForce GT 620M	7671
Intel UHD Graphics 730	7819
AMD Radeon HD 7500G	7996
GeForce GT 550M	8196
Intel HD Graphics 630	8220
AMD Radeon HD 6470M	8319
NVS 5400M	8333
GeForce GT 630	8561
GeForce 710M	8767
AMD Radeon HD 6400M	9063
GeForce GT 440	9210
AMD Radeon R5 235	9258
AMD Radeon HD 8670M	9315
AMD Radeon HD 7520G	10196
GeForce GT 720M	10364
GeForce GT 640M	10428
AMD Radeon R5 235X	10459
AMD Radeon HD 8490	10459
Quadro K2000M	10526
GeForce GT 730M	10532
AMD Radeon HD 8450G	10532
AMD Radeon R7 M265	10728
GeForce GT 650M	11402
GeForce GT 645M	11402
Intel UHD Graphics 770	11510
GeForce GTS 250	11702
AMD Radeon HD 8470D	11731
GeForce GT 640	11934
GeForce GTX 285	12015
GeForce GTX 660M	12280
GeForce GTX 260	12334
AMD Radeon HD 7600G	12684
AMD Radeon HD 7640G	12990
Quadro 2000	13136
AMD Radeon HD 6620G	13339
AMD Radeon HD 7600M	14636
GeForce GTX 650	14911
AMD Radeon HD 7560D	14921
GeForce GT 755M	14927
AMD Radeon R5 M230	15067
AMD Radeon R7 M260	15292
GeForce GT 750M	15780
GeForce GTX 275	16446
AMD Radeon HD 8510G	16457
AMD Radeon Vega 3	16596
GeForce 920M	16658
AMD Radeon HD 8570D	16676
GeForce GTX 550 Ti	16935
AMD Radeon R5 M255	17104
AMD Radeon R7 240	17451
GeForce GTS 450	17543
GeForce GTX 650 Ti	17544
AMD Radeon R9 M270X	18293
GeForce GT 740M	18410
AMD Radeon HD 8570M	18713
AMD Radeon HD 5570	19613
GeForce GTX 670MX	19727
Quadro 5010M	20175
AMD Radeon HD 7730M	21041
AMD Radeon HD 7670M	21454
AMD Radeon HD 8750M	21894
AMD Radeon HD 8600M	21905
GeForce GTX 675MX	21953
AMD Radeon HD 7660D	22356
AMD Radeon HD 6570	22771
AMD Radeon HD 5670	23467
AMD FirePro V3900	23577
GeForce GTX 680M	23908
GeForce GTX 765M	24493
GeForce GTX 660	25551
AMD Radeon HD 6700M	26082
Tesla C2050	28182
GeForce GTX 460	28609
AMD Radeon R7 250	28806
AMD Radeon R7 250	28806
AMD Radeon HD 6670	28945
AMD Radeon HD 8670D	29915
AMD Radeon R7 350	30192
GeForce 930M	30210
GeForce GTX 560	31509
AMD Radeon R9 M275	33607
GeForce GTX 470	34753
GeForce GTX 770M	35068
GeForce 930A	35764
GeForce 840A	35906
GeForce 840M	35947
GeForce GTX 560 Ti	36798
NVidia Quadro K620	36821
GeForce 940M	36824
AMD Radeon HD 6850	38717
AMD Radeon RX 550	40676
GeForce GTX 760	41825
GRID K520	42103
AMD Radeon Vega 8	43657
GeForce GTX 580	44442
Intel Iris Xe G7 80CU	45179
GeForce GTX 780M	45589
AMD Radeon HD 7700	45684
GeForce GTX 870M	45978
GeForce GTX 750	49571
AMD Radeon HD 6700	50326
GeForce GTX 850M	52572
GeForce GT 1030	53248
GeForce GTX 670	55110
GeForce GTX 660 Ti	55260
AMD Radeon HD 5770	57445
NVidia Quadro K2200	58476
GeForce GTX 950M	59020
GeForce GTX 860M	59644
GeForce GTX 960M	62554
GeForce GTX 770	63227
GeForce GTX 750 Ti	65496
AMD Radeon RX 460	66609
AMD Radeon R7 265X	66880
AMD Radeon RX Vega 11	71266
AMD Radeon HD 6870	75215
AMD Radeon HD 7800	78358
GeForce GTX 950	84170
AMD Radeon HD 6950	85096
GeForce GTX 1050	93161
GeForce GTX 965M	93515
GeForce GTX 780	100059
GeForce GTX 970M	102283
AMD Radeon HD 5870	105084
AMD Radeon HD 6970	105378
GeForce GTX 960	112347
GeForce GTX 1050 Ti	113137
GeForce GTX 780 Ti	113870
AMD Radeon HD 7950	114752
AMD Radeon HD 7950	114752
AMD Radeon R9 280	124363
AMD Radeon R9 380	128252
GeForce GTX TITAN	141221
Quadro P2000	141898
GeForce GTX 980M	143310
AMD Radeon HD 7970	144625
AMD Radeon R9 280X	151963
AMD Radeon RX 470	154346
GeForce GTX 970	157087
Intel Arc A310	157126
AMD Radeon R9 290	160182
AMD Radeon RX 570	161084
AMD Radeon HD 5970	162284
AMD Radeon R9 390	175296
Nvidia P106-100	175982
GeForce GTX 1060 3GB	176890
Intel Iris Xe G7 96CU	179188
GeForce GTX 1650	189947
GeForce GTX 1060 6GB	191859
GeForce GTX 980	196096
AMD Radeon R9 290X	204127
AMD Radeon RX 580	204331
Radeon RX 480 Graphics	207007
Intel Arc A380	210867
GeForce RTX 3050 Laptop	229532
Radeon RX 5500 XT	234733
Quadro P5000	245484
GeForce RTX 3050 Ti Laptop	262314
GeForce GTX 980 Ti OC	269258
AMD Radeon HD 7990	278176
GeForce GTX 1660 Ti	304761
GeForce GTX 1070	330579
GeForce GTX TITAN X	336199
GeForce RTX 2060	352116
AMD Radeon RX 5600 XT	353494
AMD Radeon RX 6600M	355766
GeForce GTX 1070 Ti	375531
GeForce RTX 3060 Laptop	385636
NVIDIA GeForce RTX 2060 SUPER	401836
NVIDIA GeForce RTX 3060	403046
GeForce GTX 1080	406176
GeForce RTX 2070	442022
AMD Radeon RX 5700 XT	452205
NVIDIA GeForce RTX 4060 Laptop	458501
AMD Radeon RX 6600 XT	505860
AMD Radeon RX 6650 XT	521597
AMD Radeon VII	521915
GeForce RTX 2070 SUPER	528693
GeForce GTX 1080 Ti	529739
AMD Radeon RX Vega 64	530553
GeForce RTX 3070 Ti Laptop	573748
NVIDIA GeForce RTX 4070 Laptop	581818
AMD Radeon RX 6700 XT	617807
GeForce RTX 2080 SUPER	649725
NVIDIA GeForce RTX 4060 Ti	705069
Geforce GTX 2080 Ti	739408
GeForce RTX 3080	881523
Intel Arc A770	883336
AMD Radeon RX 6800 XT	971947
GeForce RTX 3090	1198427
NVIDIA GeForce RTX 4090	2602281

Hi, I was wondering how you got the result of Intel Arc A770 883336? Is it by overclocking? I found some other results from https://www.reddit.com/r/IntelArc/comments/1f10yfe/hashcat_benchmark_for_arc_a750/ A770 in linux is 536 kH/s and A770 in win11 is 566 kH/s. Those results are less than your result a lot.

@statemmen,
Sorry for long time answer.
You are right, regular hashcat, like most OpenCL tasks, will work worse because most use FP32 (Single precision), Intel Arc are special video cards that focus on FP64 and FP16 calculations (Double and Half precision), to use FP16 calculations you need to recompile Hashcat and rewrite it to smaller data types.

FP64 GPU Tier List:
https://www.eatyourbytes.com/list-of-gpus-by-processing-power-double-precision/

FP32 GPU Tier List:
https://www.eatyourbytes.com/list-of-gpus-by-processing-power-single-precision/

FP16 GPU Tier List:
https://www.eatyourbytes.com/list-of-gpus-by-processing-power-half-precision/

@statemmen, I am working on my proprietary fork myself, which should optimize brute speed for SYCL computing platforms AMD and Intel, because there are opportunities to really improve speed results. But my proprietary solution is strictly only for AMD and Intel, for Nvidia it is better to use regular FOSS hashcat.

@statemmen, And I'm sorry for misleading this GIST on github, these are the results my fork, not original hashcat in any way. It is more correct to rewrite title this gist. I didn't think anyone would see it at all, I forgot to make it private.