AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library.
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.
Component
Details
Percentile Rank
# Compatible Public Results
Score (Average)
Sapphire Rapids [60 Cores / 120 Threads]
100th
3
4849
Sapphire Rapids [120 Cores / 240 Threads]
99th
3
4493
Zen 4 [16 Cores / 32 Threads]
97th
10
3209 +/- 213
Zen 4 [12 Cores / 24 Threads]
96th
7
2855 +/- 3
Zen 3 [32 Cores / 64 Threads]
95th
6
2434 +/- 39
Zen 3 [32 Cores / 64 Threads]
93rd
3
2309 +/- 18
Zen 3 [64 Cores / 128 Threads]
93rd
3
2288
Zen 4 [8 Cores / 16 Threads]
92nd
11
2274 +/- 139
Zen 3 [48 Cores / 96 Threads]
91st
3
2221 +/- 145
Zen 3 [56 Cores / 112 Threads]
90th
3
2139 +/- 247
Zen 3 [64 Cores / 128 Threads]
90th
5
2138 +/- 260
Zen 3 [64 Cores / 128 Threads]
89th
5
2110 +/- 22
Zen 3 [64 Cores / 128 Threads]
86th
6
2044 +/- 59
Zen 3 [48 Cores / 96 Threads]
85th
3
2038 +/- 90
Zen 3 [48 Cores / 96 Threads]
84th
4
2014 +/- 63
Zen 2 [48 Cores / 96 Threads]
84th
8
2002 +/- 102
Zen 2 [64 Cores / 128 Threads]
83rd
9
1989 +/- 102
Cascade Lake [56 Cores / 112 Threads]
83rd
11
1983 +/- 246
Zen 2 [32 Cores / 64 Threads]
82nd
6
1973 +/- 104
Zen 3 [32 Cores / 64 Threads]
82nd
6
1971 +/- 53
Zen 2 [48 Cores / 96 Threads]
81st
8
1961 +/- 73
Zen 3 [16 Cores / 32 Threads]
81st
3
1950 +/- 2
Cascade Lake [18 Cores / 36 Threads]
80th
25
1946 +/- 90
Zen 2 [32 Cores / 64 Threads]
80th
10
1944 +/- 91
Zen 2 [64 Cores / 128 Threads]
79th
10
1935 +/- 95
Zen 3 [32 Cores / 64 Threads]
79th
3
1935 +/- 59
Raptor Lake [24 Cores / 32 Threads]
79th
14
1933 +/- 155
Zen 2 [24 Cores / 48 Threads]
79th
18
1930 +/- 266
Zen 2 [24 Cores / 48 Threads]
76th
16
1908 +/- 70
Zen 4 [6 Cores / 12 Threads]
75th
7
1898 +/- 39
Zen 2 [32 Cores / 64 Threads]
74th
8
1889 +/- 128
Zen 2 [64 Cores / 128 Threads]
74th
16
1887 +/- 147
Sapphire Rapids [112 Cores / 224 Threads]
73rd
3
1868 +/- 8
Zen 2 [32 Cores / 64 Threads]
73rd
3
1861
Zen 2 [64 Cores / 128 Threads]
71st
31
1846 +/- 98
Cascade Lake [16 Cores / 32 Threads]
71st
9
1845 +/- 43
Zen 2 [24 Cores / 48 Threads]
71st
10
1842 +/- 102
Cascade Lake [40 Cores / 80 Threads]
70th
4
1835 +/- 265
Zen 3 [96 Cores / 192 Threads]
70th
3
1834 +/- 34
Cascade Lake [16 Cores / 32 Threads]
68th
3
1818 +/- 245
Zen 2 [32 Cores / 64 Threads]
68th
5
1811
Zen 3 [112 Cores / 224 Threads]
65th
4
1730 +/- 44
Zen 2 [48 Cores / 96 Threads]
64th
12
1715 +/- 60
Zen 2 [16 Cores / 32 Threads]
63rd
11
1667 +/- 121
Cascade Lake [48 Cores / 96 Threads]
62nd
8
1659 +/- 164
Zen 3 [128 Cores / 256 Threads]
62nd
9
1656 +/- 57
Zen 2 [24 Cores / 48 Threads]
61st
5
1638
Zen 2 [64 Cores / 128 Threads]
60th
3
1632 +/- 90
Zen 3 [128 Cores / 256 Threads]
60th
3
1619
Alder Lake [12 Cores / 20 Threads]
59th
3
1608 +/- 65
Zen 2 [16 Cores / 32 Threads]
57th
10
1576 +/- 78
Alder Lake [16 Cores / 24 Threads]
57th
9
1575 +/- 3
Zen 2 [128 Cores / 256 Threads]
56th
19
1549 +/- 93
Zen 3 [16 Cores / 32 Threads]
54th
3
1488 +/- 64
Zen 3 [16 Cores / 32 Threads]
53rd
17
1472 +/- 208
Zen 2 [16 Cores / 32 Threads]
53rd
8
1466 +/- 60
Zen 3 [8 Cores / 16 Threads]
53rd
7
1465 +/- 1
Zen 2 [128 Cores / 256 Threads]
52nd
3
1456 +/- 23
Comet Lake [10 Cores / 20 Threads]
50th
10
1420 +/- 55
Zen 2 [16 Cores / 32 Threads]
48th
5
1376 +/- 125
Rocket Lake [8 Cores / 16 Threads]
48th
14
1373 +/- 43
Cascade Lake [16 Cores / 32 Threads]
47th
5
1366 +/- 43
Raptor Lake [14 Cores / 20 Threads]
47th
11
1358 +/- 111
Zen 2 [12 Cores / 24 Threads]
46th
13
1343 +/- 185
Zen 2 [12 Cores / 24 Threads]
46th
6
1320 +/- 57
Zen 3 [8 Cores / 16 Threads]
44th
19
1299 +/- 56
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
44th
8
1295 +/- 7
Zen 3 [8 Cores / 16 Threads]
42nd
6
1270 +/- 25
Zen [64 Cores / 128 Threads]
40th
4
1239 +/- 8
Zen 2 [8 Cores / 16 Threads]
40th
12
1238 +/- 56
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
38th
15
1167 +/- 14
Zen [32 Cores / 64 Threads]
37th
3
1145
Cascade Lake [16 Cores / 32 Threads]
37th
4
1128
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
36th
10
1116 +/- 40
Alder Lake [10 Cores / 16 Threads]
35th
6
1103 +/- 80
Comet Lake [6 Cores / 12 Threads]
34th
13
1099 +/- 5
Zen 2 [8 Cores / 16 Threads]
34th
4
1094 +/- 85
Raptor Lake [10 Cores / 16 Threads]
33rd
4
1084 +/- 4
Haswell [20 Cores / 20 Threads]
33rd
3
1081 +/- 10
Zen 3 [6 Cores / 12 Threads]
32nd
9
1070 +/- 57
Zen 2 [8 Cores / 16 Threads]
32nd
10
1064 +/- 46
Cascade Lake [12 Cores / 24 Threads]
32nd
4
1063 +/- 5
Zen 2 [8 Cores / 16 Threads]
32nd
5
1059 +/- 6
Zen 3 [8 Cores / 16 Threads]
31st
6
1046 +/- 26
Zen 2 [8 Cores / 16 Threads]
30th
3
1029
Haswell [16 Cores / 32 Threads]
30th
3
1029 +/- 58
Haswell [16 Cores / 16 Threads]
30th
4
1022 +/- 2
Zen 2 [8 Cores / 16 Threads]
28th
3
1016
Broadwell [12 Cores / 12 Threads]
28th
3
1008 +/- 32
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
28th
5
1001 +/- 59
Haswell [16 Cores / 16 Threads]
27th
4
956 +/- 1
Cascade Lake [8 Cores / 16 Threads]
26th
7
951 +/- 11
Kaby/Coffee/Whiskey Lake [6 Cores / 6 Threads]
26th
4
941 +/- 52
Zen 2 [6 Cores / 12 Threads]
25th
5
932 +/- 19
Zen 3 [8 Cores / 16 Threads]
25th
3
889 +/- 4
Zen 3 [8 Cores / 16 Threads]
24th
4
888 +/- 6
Kaby/Coffee/Whiskey Lake [6 Cores / 6 Threads]
24th
3
878 +/- 14
Zen 3 [8 Cores / 16 Threads]
24th
3
865 +/- 4
Kaby/Coffee/Whiskey Lake [8 Cores / 8 Threads]
23rd
3
834 +/- 4
Broadwell [12 Cores / 12 Threads]
22nd
5
812 +/- 13
Cascade Lake [8 Cores / 16 Threads]
22nd
4
812 +/- 2
Zen 2 [4 Cores / 8 Threads]
21st
6
760 +/- 4
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
21st
10
760 +/- 21
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
19th
6
743 +/- 2
Comet Lake [8 Cores / 16 Threads]
19th
8
740 +/- 11
Comet Lake [8 Cores / 16 Threads]
19th
4
733 +/- 5
Alder Lake [14 Cores / 20 Threads]
18th
3
730 +/- 42
Zen 2 [6 Cores / 12 Threads]
18th
3
730 +/- 24
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
18th
5
729 +/- 5
Zen 2 [8 Cores / 8 Threads]
17th
6
721 +/- 10
Comet Lake [4 Cores / 8 Threads]
16th
3
702 +/- 2
Zen 2 [6 Cores / 6 Threads]
14th
23
670 +/- 29
Tiger Lake [4 Cores / 8 Threads]
14th
3
668 +/- 4
Skylake [8 Cores / 8 Threads]
14th
9
665 +/- 2
Skylake [8 Cores / 8 Threads]
13th
6
662 +/- 2
Cascade Lake [16 Cores / 32 Threads]
13th
3
662 +/- 10
Kaby/Coffee/Whiskey Lake [4 Cores / 4 Threads]
12th
4
644 +/- 8
Zen [8 Cores / 16 Threads]
11th
3
630 +/- 2
Kaby/Coffee/Whiskey Lake [4 Cores / 4 Threads]
10th
4
609 +/- 43
Tiger Lake [4 Cores / 8 Threads]
10th
17
595 +/- 56
Zen [8 Cores / 16 Threads]
10th
6
584 +/- 3
Zen 2 [8 Cores / 16 Threads]
10th
3
581 +/- 3
Skylake [4 Cores / 4 Threads]
9th
4
574 +/- 5
Broadwell [8 Cores / 8 Threads]
8th
3
558 +/- 4
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
8th
4
558 +/- 39
Skylake [8 Cores / 8 Threads]
7th
6
534 +/- 3
Alder Lake [4 Cores / 8 Threads]
6th
4
510 +/- 2
Ice Lake [4 Cores / 8 Threads]
5th
15
459 +/- 27
Zen [4 Cores / 4 Threads]
4th
3
413
Kaby/Coffee/Whiskey Lake [2 Cores / 8 Threads]
4th
4
406 +/- 10
Ivy Bridge [4 Cores / 8 Threads]
3rd
5
251 +/- 19
Steamroller [4 Cores / 4 Threads]
2nd
3
110
