The spaCy library is an open-source solution for advanced neural language processing (NLP). The spaCy library leverages Python and is a leading neural language processing solution. This test profile times the spaCy CPU performance with various models.
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
tokens/sec (Average)
Raptor Lake [24 Cores / 32 Threads]
98th
19
20646 +/- 208
Zen 4 [16 Cores / 32 Threads]
91st
10
19583 +/- 395
Zen 4 [12 Cores / 24 Threads]
91st
3
19496
Zen 4 [8 Cores / 16 Threads]
87th
7
19388 +/- 90
Zen 4 [12 Cores / 24 Threads]
85th
3
19000 +/- 8
Zen 4 [6 Cores / 12 Threads]
83rd
5
18870 +/- 6
Alder Lake [16 Cores / 24 Threads]
80th
3
18772 +/- 17
Raptor Lake [14 Cores / 20 Threads]
79th
10
18702 +/- 117
Zen 4 [8 Cores / 16 Threads]
76th
4
18571 +/- 145
Alder Lake [10 Cores / 16 Threads]
74th
3
17199 +/- 72
Raptor Lake [10 Cores / 16 Threads]
72nd
4
16546 +/- 100
Zen 3 [16 Cores / 32 Threads]
70th
3
16012 +/- 11
Alder Lake [6 Cores / 12 Threads]
69th
4
15896 +/- 13
Rocket Lake [8 Cores / 16 Threads]
67th
3
15595 +/- 48
Zen 3 [8 Cores / 16 Threads]
65th
4
15400 +/- 30
Zen 3 [8 Cores / 16 Threads]
63rd
3
14656 +/- 28
Zen 3 [8 Cores / 16 Threads]
63rd
3
14546 +/- 108
[4 Cores / 8 Threads]
62nd
3
14051 +/- 61
Zen 3 [8 Cores / 16 Threads]
60th
3
13815 +/- 47
Alder Lake [14 Cores / 20 Threads]
60th
3
13784 +/- 32
Zen 4 [96 Cores / 192 Threads]
57th
4
13530 +/- 15
Zen 4 [192 Cores / 384 Threads]
55th
3
13454 +/- 35
Zen 2 [32 Cores / 64 Threads]
52nd
3
12593 +/- 96
Zen 2 [24 Cores / 48 Threads]
48th
4
12387 +/- 78
Tiger Lake [4 Cores / 8 Threads]
47th
3
12363 +/- 18
Zen 3 [128 Cores / 256 Threads]
46th
4
12305 +/- 1
Zen 3 [96 Cores / 192 Threads]
41st
3
12146 +/- 35
Zen 2 [64 Cores / 128 Threads]
40th
8
12107 +/- 92
Zen 2 [12 Cores / 24 Threads]
40th
4
12079 +/- 149
Ice Lake [16 Cores / 32 Threads]
36th
3
11854 +/- 23
Ice Lake [32 Cores / 64 Threads]
34th
4
11710 +/- 10
Ice Lake [64 Cores / 128 Threads]
31st
6
11574 +/- 23
Ice Lake [24 Cores / 48 Threads]
29th
4
11440 +/- 13
Ice Lake [48 Cores / 96 Threads]
25th
4
11266 +/- 11
Cascade Lake [16 Cores / 32 Threads]
25th
3
11260 +/- 47
Zen 2 [8 Cores / 16 Threads]
25th
3
11258 +/- 53
Ice Lake [40 Cores / 80 Threads]
25th
4
11242 +/- 34
Cascade Lake [56 Cores / 112 Threads]
22nd
4
11162 +/- 3
Ice Lake [80 Cores / 160 Threads]
19th
7
11056 +/- 92
Zen 2 [8 Cores / 8 Threads]
16th
4
10967 +/- 13
Zen 2 [6 Cores / 12 Threads]
16th
5
10951 +/- 33
Comet Lake [8 Cores / 16 Threads]
14th
3
10896 +/- 44
Cascade Lake [48 Cores / 96 Threads]
12th
4
10856 +/- 21
Zen 2 [6 Cores / 6 Threads]
9th
3
10419 +/- 105
Zen 2 [8 Cores / 16 Threads]
8th
3
10078 +/- 79
Zen [64 Cores / 128 Threads]
5th
4
6797 +/- 2
Broadwell [8 Cores / 8 Threads]
3rd
4
4914 +/- 12
