LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking.
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
Nodes Per Second (Average)
Zen 4 [192 Cores / 384 Threads]
100th
4
12423 +/- 1196
Zen 4 [128 Cores / 256 Threads]
100th
5
11307 +/- 313
Zen 4 [192 Cores / 384 Threads]
100th
8
10200 +/- 1299
Zen 4 [96 Cores / 192 Threads]
99th
3
9380 +/- 659
Zen 4 [256 Cores / 512 Threads]
99th
5
8486 +/- 96
Zen 3 [64 Cores / 128 Threads]
98th
5
8108 +/- 160
Zen 3 [64 Cores / 128 Threads]
96th
17
6126 +/- 195
Zen 3 [64 Cores / 128 Threads]
94th
10
5414 +/- 161
Zen 3 [128 Cores / 256 Threads]
91st
5
4457 +/- 167
Zen 3 [64 Cores / 128 Threads]
90th
3
4129 +/- 75
Zen 3 [64 Cores / 128 Threads]
89th
4
3823 +/- 57
Cascade Lake [56 Cores / 112 Threads]
89th
6
3544 +/- 226
Cascade Lake [16 Cores / 32 Threads]
82nd
3
2020 +/- 25
Zen 2 [128 Cores / 256 Threads]
81st
8
1995 +/- 102
Zen 3 [16 Cores / 32 Threads]
80th
7
1962 +/- 38
Zen 4 [16 Cores / 32 Threads]
79th
9
1932 +/- 25
Zen 4 [12 Cores / 24 Threads]
75th
6
1882 +/- 14
Zen 3 [8 Cores / 16 Threads]
75th
15
1871 +/- 101
Zen 2 [64 Cores / 128 Threads]
74th
9
1804 +/- 78
Zen 4 [12 Cores / 24 Threads]
74th
13
1766 +/- 109
Zen 4 [16 Cores / 32 Threads]
73rd
20
1749 +/- 105
Zen 3 [32 Cores / 64 Threads]
71st
11
1690 +/- 22
Zen 2 [64 Cores / 128 Threads]
67th
6
1653 +/- 27
Zen 4 [8 Cores / 16 Threads]
66th
12
1616 +/- 54
Zen 4 [12 Cores / 24 Threads]
66th
5
1614 +/- 12
Zen 2 [16 Cores / 32 Threads]
66th
4
1607 +/- 89
Zen 4 [8 Cores / 16 Threads]
64th
7
1548 +/- 30
Zen 4 [6 Cores / 12 Threads]
63rd
9
1527 +/- 68
Haswell [4 Cores / 8 Threads]
63rd
6
1526 +/- 23
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
61st
3
1431 +/- 95
Zen 3 [24 Cores / 48 Threads]
58th
5
1346 +/- 145
Zen 3 [32 Cores / 64 Threads]
58th
12
1342 +/- 32
Zen 3 [32 Cores / 64 Threads]
57th
9
1315 +/- 78
Zen 2 [32 Cores / 64 Threads]
56th
4
1289 +/- 95
Zen 3 [8 Cores / 16 Threads]
54th
14
1256 +/- 18
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
51st
3
1212 +/- 3
Cascade Lake [18 Cores / 36 Threads]
51st
5
1190 +/- 19
Zen 2 [24 Cores / 48 Threads]
50th
4
1162 +/- 83
Kaby/Coffee/Whiskey Lake [6 Cores / 6 Threads]
49th
7
1147 +/- 35
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
47th
4
1090 +/- 20
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
46th
3
1048 +/- 59
Raptor Lake [24 Cores / 32 Threads]
45th
18
1043 +/- 131
Raptor Lake [14 Cores / 20 Threads]
45th
11
1036 +/- 39
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
44th
3
1017 +/- 20
Broadwell [12 Cores / 12 Threads]
43rd
3
1006 +/- 17
Kaby/Coffee/Whiskey Lake [6 Cores / 6 Threads]
43rd
4
1000 +/- 24
Zen 2 [8 Cores / 16 Threads]
42nd
9
967 +/- 72
Alder Lake [12 Cores / 20 Threads]
40th
4
932 +/- 22
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
38th
3
908 +/- 3
Kaby/Coffee/Whiskey Lake [4 Cores / 4 Threads]
36th
3
854 +/- 18
Raptor Lake [10 Cores / 16 Threads]
35th
4
819 +/- 2
Skylake [8 Cores / 8 Threads]
34th
3
806 +/- 11
Haswell [16 Cores / 16 Threads]
33rd
3
795 +/- 95
Skylake [8 Cores / 8 Threads]
33rd
4
784 +/- 12
Zen 2 [6 Cores / 12 Threads]
33rd
4
778 +/- 59
Skylake [4 Cores / 4 Threads]
31st
6
765 +/- 4
Comet Lake [8 Cores / 16 Threads]
30th
3
741 +/- 21
Zen 3 [6 Cores / 12 Threads]
29th
7
728 +/- 91
Ice Lake [4 Cores / 8 Threads]
26th
3
680 +/- 69
Zen 2 [12 Cores / 24 Threads]
26th
4
677 +/- 26
Zen 3 [8 Cores / 16 Threads]
24th
11
644 +/- 47
Skylake [4 Cores / 4 Threads]
23rd
3
637 +/- 13
Broadwell [8 Cores / 8 Threads]
22nd
3
616 +/- 10
Kaby/Coffee/Whiskey Lake [4 Cores / 4 Threads]
21st
4
600 +/- 6
Zen 2 [4 Cores / 8 Threads]
20th
4
587 +/- 21
Haswell [8 Cores / 8 Threads]
19th
4
557 +/- 12
Zen 2 [16 Cores / 32 Threads]
17th
7
535 +/- 24
Zen+ [24 Cores / 48 Threads]
15th
5
476 +/- 22
Kaby/Coffee/Whiskey Lake [2 Cores / 8 Threads]
15th
3
473 +/- 9
Zen+ [32 Cores / 64 Threads]
15th
3
459 +/- 40
Comet Lake [10 Cores / 20 Threads]
14th
3
429 +/- 5
Zen 2 [6 Cores / 6 Threads]
14th
3
414 +/- 24
Zen 2 [8 Cores / 8 Threads]
13th
3
409 +/- 18
Comet Lake [6 Cores / 12 Threads]
13th
3
402 +/- 9
Zen 2 [6 Cores / 12 Threads]
12th
3
360 +/- 17
Zen [4 Cores / 4 Threads]
10th
4
285 +/- 10
Sandy Bridge [4 Cores / 8 Threads]
9th
4
248 +/- 5
Tiger Lake [4 Cores / 8 Threads]
7th
3
174 +/- 2
Tiger Lake [4 Cores / 8 Threads]
7th
8
173 +/- 18
Bulldozer [8 Cores / 8 Threads]
5th
3
143 +/- 7
Zen [2 Cores / 4 Threads]
4th
4
132 +/- 11
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
4th
3
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