This is a test to obtain the general Numpy performance.
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)
Zen 5 [8 Cores / 16 Threads]
100th
8
1056 +/- 6
Zen 5 [16 Cores / 32 Threads]
100th
32
1044 +/- 86
Zen 5 [12 Cores / 24 Threads]
100th
7
1042 +/- 12
Zen 5 [6 Cores / 12 Threads]
100th
13
1042 +/- 15
Zen 5 [8 Cores / 16 Threads]
100th
9
1035 +/- 4
Zen 5 [64 Cores / 128 Threads]
99th
3
962
Zen 5 [128 Cores / 256 Threads]
99th
3
961
Zen 4 [8 Cores / 16 Threads]
98th
22
889 +/- 62
Zen 4 [16 Cores / 32 Threads]
98th
50
886 +/- 89
Zen 5 [192 Cores / 384 Threads]
97th
5
872
Zen 5 [96 Cores / 192 Threads]
97th
7
867 +/- 3
Zen 4 [6 Cores / 12 Threads]
96th
18
858 +/- 61
Zen 4 [12 Cores / 24 Threads]
96th
21
846 +/- 63
Zen 4 [8 Cores / 16 Threads]
95th
13
825 +/- 41
Zen 4 [16 Cores / 32 Threads]
95th
26
823 +/- 79
Zen 4 [12 Cores / 24 Threads]
95th
12
817 +/- 42
Zen 4 [8 Cores / 16 Threads]
95th
7
813 +/- 6
Zen 4 [12 Cores / 24 Threads]
95th
17
810 +/- 69
Zen 4 [8 Cores / 16 Threads]
94th
4
802 +/- 4
Zen 5 [128 Cores / 256 Threads]
94th
14
796
Zen 4 [12 Cores / 24 Threads]
94th
8
796 +/- 15
Zen 5 [256 Cores / 512 Threads]
93rd
7
793 +/- 2
Zen 4 [12 Cores / 24 Threads]
93rd
11
789 +/- 33
Zen 4 [16 Cores / 32 Threads]
93rd
12
787 +/- 16
Zen 4 [8 Cores / 16 Threads]
93rd
15
785 +/- 50
Zen 4 [16 Cores / 32 Threads]
93rd
11
782 +/- 40
Zen 4 [6 Cores / 12 Threads]
91st
4
773 +/- 2
Zen 4 [6 Cores / 12 Threads]
91st
6
771 +/- 52
Raptor Lake [24 Cores / 32 Threads]
91st
15
766 +/- 20
Raptor Lake [24 Cores / 32 Threads]
91st
18
759 +/- 65
Zen 4 [64 Cores / 128 Threads]
90th
10
743 +/- 15
Zen 4 [96 Cores / 192 Threads]
90th
6
743 +/- 18
Zen 4 [8 Cores / 16 Threads]
89th
8
736 +/- 20
Zen 5 [192 Cores / 384 Threads]
89th
3
724
Arrow Lake [24 Cores / 24 Threads]
89th
8
720 +/- 2
Zen 5 [384 Cores / 768 Threads]
88th
3
714
Zen 4 [8 Cores / 16 Threads]
88th
7
707 +/- 20
Zen 4 [4 Cores / 8 Threads]
88th
9
706 +/- 5
Zen 4 [6 Cores / 12 Threads]
88th
10
703 +/- 17
Zen 4 [8 Cores / 16 Threads]
87th
13
691 +/- 40
[12 Cores / 12 Threads]
87th
6
687 +/- 32
Raptor Lake [8 Cores / 16 Threads]
87th
5
682 +/- 14
Zen 4 [32 Cores / 64 Threads]
87th
4
677 +/- 1
Zen 4 [64 Cores / 128 Threads]
86th
4
675 +/- 1
Raptor Lake [14 Cores / 20 Threads]
86th
5
669 +/- 31
[12 Cores / 12 Threads]
86th
3
668 +/- 28
[4 Cores / 8 Threads]
86th
9
667 +/- 32
Raptor Lake [14 Cores / 20 Threads]
86th
8
666 +/- 20
Zen 4 [8 Cores / 16 Threads]
86th
5
664 +/- 58
Arrow Lake [14 Cores / 14 Threads]
86th
5
658 +/- 3
Zen 4 [6 Cores / 12 Threads]
85th
7
652 +/- 5
Alder Lake [16 Cores / 24 Threads]
85th
30
647 +/- 39
Zen 4 [8 Cores / 16 Threads]
85th
3
645 +/- 52
Raptor Lake [14 Cores / 20 Threads]
84th
8
629 +/- 21
[8 Cores / 8 Threads]
82nd
14
608 +/- 11
Zen 3 [8 Cores / 16 Threads]
82nd
23
600 +/- 25
Zen 4 [64 Cores / 128 Threads]
81st
8
593
Zen 4 [128 Cores / 256 Threads]
81st
8
592 +/- 1
Meteor Lake [16 Cores / 22 Threads]
80th
3
586 +/- 13
Raptor Lake [10 Cores / 16 Threads]
79th
8
580 +/- 9
Rocket Lake [8 Cores / 16 Threads]
79th
5
578 +/- 17
Zen 4 [192 Cores / 384 Threads]
79th
15
575 +/- 24
[10 Cores / 10 Threads]
79th
10
575 +/- 23
Alder Lake [10 Cores / 16 Threads]
79th
14
575 +/- 40
Zen 4 [96 Cores / 192 Threads]
78th
10
573 +/- 23
Alder Lake [12 Cores / 20 Threads]
78th
8
573 +/- 65
Zen 4 [96 Cores / 192 Threads]
78th
5
565 +/- 22
Zen 3 [16 Cores / 32 Threads]
77th
82
564 +/- 41
Raptor Lake [4 Cores / 8 Threads]
77th
8
562 +/- 16
Zen 3 [8 Cores / 16 Threads]
77th
57
558 +/- 37
Raptor Lake [10 Cores / 16 Threads]
77th
3
555
Alder Lake [6 Cores / 12 Threads]
75th
3
544 +/- 8
Sapphire Rapids [32 Cores / 64 Threads]
75th
3
544 +/- 3
Zen 3 [8 Cores / 16 Threads]
75th
8
543 +/- 51
Zen 3 [12 Cores / 24 Threads]
75th
59
542 +/- 35
Rocket Lake [8 Cores / 16 Threads]
75th
17
542 +/- 36
Comet Lake [10 Cores / 20 Threads]
74th
3
538 +/- 2
Sapphire Rapids [64 Cores / 128 Threads]
74th
3
533 +/- 2
Rocket Lake [8 Cores / 16 Threads]
73rd
23
529 +/- 70
Sapphire Rapids [48 Cores / 96 Threads]
73rd
3
526 +/- 7
Zen 3 [6 Cores / 12 Threads]
73rd
38
526 +/- 27
Granite Rapids [256 Cores / 512 Threads]
72nd
10
524 +/- 1
Rocket Lake [8 Cores / 16 Threads]
72nd
3
523 +/- 25
Emerald Rapids [64 Cores / 128 Threads]
71st
7
521 +/- 3
Granite Rapids [128 Cores / 256 Threads]
71st
6
520 +/- 1
Emerald Rapids [128 Cores / 256 Threads]
71st
7
518 +/- 4
Zen 5 [12 Cores / 24 Threads]
71st
3
517 +/- 8
Rocket Lake [6 Cores / 12 Threads]
71st
5
517 +/- 1
Zen 4 [32 Cores / 64 Threads]
68th
3
505 +/- 66
Zen 3 [16 Cores / 32 Threads]
68th
3
504 +/- 43
Zen 3 [8 Cores / 16 Threads]
67th
19
501 +/- 17
Sapphire Rapids [48 Cores / 96 Threads]
67th
3
495 +/- 3
Sapphire Rapids [24 Cores / 48 Threads]
67th
3
495 +/- 56
Alder Lake [4 Cores / 8 Threads]
67th
3
494 +/- 26
Zen 3 [48 Cores / 96 Threads]
66th
5
493 +/- 44
Sapphire Rapids [96 Cores / 192 Threads]
66th
3
493 +/- 4
Zen 3 [6 Cores / 12 Threads]
66th
4
491 +/- 58
Rocket Lake [6 Cores / 12 Threads]
65th
8
483 +/- 11
Zen 3 [8 Cores / 16 Threads]
65th
3
479 +/- 8
Zen 3 [32 Cores / 64 Threads]
65th
4
479 +/- 39
Zen 3 [8 Cores / 16 Threads]
64th
7
472 +/- 14
Zen 3 [64 Cores / 128 Threads]
64th
23
471 +/- 45
Zen 3 [8 Cores / 16 Threads]
64th
7
469 +/- 42
Zen 3 [8 Cores / 16 Threads]
63rd
14
467 +/- 41
Zen 3 [16 Cores / 32 Threads]
63rd
6
465 +/- 40
Zen 3 [32 Cores / 64 Threads]
63rd
6
464 +/- 41
Zen 3 [24 Cores / 48 Threads]
63rd
7
462 +/- 38
Zen 3 [32 Cores / 64 Threads]
62nd
10
461 +/- 39
Zen 3 [32 Cores / 64 Threads]
62nd
5
461 +/- 41
Zen 3 [6 Cores / 12 Threads]
62nd
6
459 +/- 22
Sapphire Rapids [48 Cores / 96 Threads]
62nd
4
459 +/- 3
Sapphire Rapids [60 Cores / 120 Threads]
62nd
9
458 +/- 2
Sapphire Rapids [56 Cores / 112 Threads]
62nd
4
458 +/- 8
Zen 3 [64 Cores / 128 Threads]
62nd
11
457 +/- 27
Zen 3 [128 Cores / 256 Threads]
61st
21
456 +/- 40
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
60th
10
447 +/- 10
Zen 3 [16 Cores / 32 Threads]
60th
4
447 +/- 28
Sapphire Rapids [120 Cores / 240 Threads]
60th
13
446 +/- 28
Zen 3 [32 Cores / 64 Threads]
60th
12
445 +/- 30
Sapphire Rapids [112 Cores / 224 Threads]
60th
15
444 +/- 23
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
59th
10
443 +/- 5
Comet Lake [10 Cores / 20 Threads]
59th
20
443 +/- 34
Zen 3 [64 Cores / 128 Threads]
59th
14
441 +/- 41
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
58th
4
437 +/- 27
Tiger Lake [4 Cores / 8 Threads]
58th
6
437 +/- 39
Zen 3 [128 Cores / 256 Threads]
58th
15
436 +/- 43
Zen 3 [48 Cores / 96 Threads]
57th
3
434 +/- 34
Zen 3 [96 Cores / 192 Threads]
57th
3
433 +/- 45
Sapphire Rapids [96 Cores / 192 Threads]
57th
5
432 +/- 11
[64 Cores / 128 Threads]
56th
3
428 +/- 4
Zen 2 [8 Cores / 16 Threads]
56th
12
428 +/- 21
Zen 3 [112 Cores / 224 Threads]
56th
4
426 +/- 32
Zen 2 [32 Cores / 64 Threads]
56th
20
424 +/- 16
Zen 4 [256 Cores / 512 Threads]
56th
4
424 +/- 2
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
55th
5
423 +/- 19
Zen 3 [64 Cores / 128 Threads]
55th
3
423 +/- 39
Zen 2 [24 Cores / 48 Threads]
54th
6
420 +/- 10
Zen 3 [56 Cores / 112 Threads]
54th
3
419 +/- 39
Comet Lake [8 Cores / 16 Threads]
54th
3
419 +/- 1
Zen 2 [16 Cores / 32 Threads]
54th
27
418 +/- 10
Tiger Lake [4 Cores / 8 Threads]
54th
23
417 +/- 59
Zen 2 [4 Cores / 8 Threads]
53rd
5
415 +/- 20
Zen 2 [8 Cores / 16 Threads]
53rd
14
415 +/- 25
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
53rd
13
414 +/- 19
Zen 3 [128 Cores / 256 Threads]
52nd
23
413 +/- 35
Zen 2 [12 Cores / 24 Threads]
52nd
34
413 +/- 17
Ice Lake [64 Cores / 128 Threads]
52nd
4
411 +/- 2
Zen 2 [12 Cores / 24 Threads]
52nd
14
411 +/- 29
Comet Lake [6 Cores / 12 Threads]
52nd
16
410 +/- 10
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
52nd
5
409
Zen 2 [6 Cores / 12 Threads]
51st
6
405 +/- 9
Zen 2 [6 Cores / 12 Threads]
51st
11
405 +/- 8
Zen 3 [64 Cores / 128 Threads]
50th
5
403 +/- 34
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
50th
4
401 +/- 12
Ice Lake [40 Cores / 80 Threads]
49th
4
399 +/- 1
Zen 2 [8 Cores / 16 Threads]
49th
3
399
[12 Cores / 24 Threads]
48th
3
398
Zen 3 [64 Cores / 128 Threads]
48th
23
396 +/- 58
Zen 2 [64 Cores / 128 Threads]
48th
24
395 +/- 17
Zen 2 [8 Cores / 16 Threads]
47th
13
390 +/- 15
Zen 2 [32 Cores / 64 Threads]
46th
5
384 +/- 11
Ice Lake [80 Cores / 160 Threads]
46th
34
383 +/- 22
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
45th
7
382 +/- 21
Cascade Lake [18 Cores / 36 Threads]
44th
5
376 +/- 19
Cascade Lake [18 Cores / 36 Threads]
44th
12
375 +/- 17
Kaby/Coffee/Whiskey Lake [8 Cores / 8 Threads]
44th
4
375 +/- 6
Ice Lake [4 Cores / 8 Threads]
43rd
13
371 +/- 28
Cascade Lake [18 Cores / 36 Threads]
42nd
7
365 +/- 4
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
42nd
17
363 +/- 14
Cascade Lake [20 Cores / 20 Threads]
42nd
4
362 +/- 3
Comet Lake [4 Cores / 8 Threads]
41st
8
360 +/- 17
Zen 2 [16 Cores / 32 Threads]
41st
3
359 +/- 10
Zen 2 [32 Cores / 64 Threads]
41st
7
357 +/- 7
Cascade Lake [28 Cores / 56 Threads]
39th
4
351 +/- 9
Zen 2 [16 Cores / 32 Threads]
39th
21
351 +/- 12
Zen 2 [8 Cores / 16 Threads]
38th
18
346 +/- 13
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
38th
3
344 +/- 10
Kaby/Coffee/Whiskey Lake [6 Cores / 6 Threads]
38th
4
343 +/- 9
Cascade Lake [28 Cores / 56 Threads]
38th
6
342 +/- 14
Cascade Lake [56 Cores / 112 Threads]
38th
29
340 +/- 16
Cascade Lake [18 Cores / 36 Threads]
36th
5
333 +/- 18
Kaby/Coffee/Whiskey Lake [6 Cores / 6 Threads]
36th
5
332 +/- 14
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
36th
3
329 +/- 2
Zen 2 [48 Cores / 96 Threads]
35th
19
326 +/- 11
Skylake [8 Cores / 8 Threads]
35th
18
325 +/- 20
Zen 2 [24 Cores / 48 Threads]
34th
10
323 +/- 10
Kaby/Coffee/Whiskey Lake [2 Cores / 8 Threads]
34th
4
322 +/- 14
Cascade Lake [40 Cores / 80 Threads]
34th
3
322 +/- 47
Zen 2 [4 Cores / 8 Threads]
33rd
6
321
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
33rd
3
320 +/- 5
Zen+ [16 Cores / 32 Threads]
33rd
3
320 +/- 33
Haswell [8 Cores / 8 Threads]
33rd
6
319 +/- 5
Skylake [8 Cores / 8 Threads]
33rd
3
319 +/- 1
Cascade Lake [16 Cores / 32 Threads]
33rd
9
319 +/- 4
[52 Cores / 104 Threads]
32nd
4
318 +/- 9
Zen+ [24 Cores / 48 Threads]
32nd
5
318 +/- 6
Zen+ [8 Cores / 16 Threads]
32nd
5
318 +/- 16
Skylake [8 Cores / 8 Threads]
32nd
4
316 +/- 19
Comet Lake [2 Cores / 4 Threads]
31st
7
315 +/- 14
Kaby/Coffee/Whiskey Lake [4 Cores / 4 Threads]
31st
5
314 +/- 17
Zen 2 [128 Cores / 256 Threads]
31st
26
314 +/- 11
Zen+ [32 Cores / 64 Threads]
31st
6
314 +/- 20
Skylake [4 Cores / 8 Threads]
31st
3
314 +/- 1
Skylake [8 Cores / 8 Threads]
31st
7
314 +/- 7
Cascade Lake [16 Cores / 32 Threads]
30th
10
313 +/- 8
Cascade Lake [48 Cores / 96 Threads]
30th
17
311 +/- 17
Zen 2 [8 Cores / 16 Threads]
29th
5
310 +/- 12
Zen 2 [64 Cores / 128 Threads]
29th
16
309 +/- 5
Zen 2 [32 Cores / 64 Threads]
29th
8
309 +/- 4
Skylake [4 Cores / 8 Threads]
28th
3
307 +/- 30
[48 Cores / 96 Threads]
28th
5
306 +/- 10
Zen 2 [64 Cores / 128 Threads]
28th
14
305 +/- 9
Zen 2 [32 Cores / 64 Threads]
28th
15
305 +/- 6
Zen+ [6 Cores / 12 Threads]
28th
4
305 +/- 14
Zen 2 [48 Cores / 96 Threads]
27th
14
304 +/- 12
Zen 2 [32 Cores / 64 Threads]
27th
7
304 +/- 4
Zen 2 [24 Cores / 48 Threads]
27th
10
304 +/- 5
Kaby/Coffee/Whiskey Lake [4 Cores / 4 Threads]
27th
5
303 +/- 14
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
26th
8
301 +/- 6
Cascade Lake [32 Cores / 64 Threads]
26th
4
301 +/- 9
Zen 2 [32 Cores / 64 Threads]
25th
6
300 +/- 2
Zen 2 [48 Cores / 96 Threads]
25th
10
300 +/- 4
Zen 2 [32 Cores / 64 Threads]
25th
10
299 +/- 5
Kaby/Coffee/Whiskey Lake [4 Cores / 4 Threads]
25th
7
299 +/- 6
Zen 2 [64 Cores / 128 Threads]
24th
10
298 +/- 6
Zen+ [8 Cores / 16 Threads]
24th
6
298 +/- 20
Kaby/Coffee/Whiskey Lake [2 Cores / 4 Threads]
24th
10
298 +/- 21
Zen 2 [16 Cores / 32 Threads]
24th
16
297 +/- 18
Zen 2 [16 Cores / 32 Threads]
24th
11
296 +/- 6
Zen 2 [8 Cores / 8 Threads]
23rd
9
294 +/- 19
Zen 2 [12 Cores / 24 Threads]
23rd
8
294 +/- 6
Zen 2 [6 Cores / 12 Threads]
23rd
7
292 +/- 7
Zen 2 [24 Cores / 48 Threads]
22nd
6
291 +/- 13
Cascade Lake [8 Cores / 16 Threads]
22nd
3
290
Zen+ [6 Cores / 12 Threads]
22nd
7
289 +/- 12
Cascade Lake [8 Cores / 16 Threads]
22nd
5
289 +/- 1
Zen [4 Cores / 8 Threads]
21st
3
286 +/- 10
Zen 2 [8 Cores / 16 Threads]
21st
3
286
Skylake [4 Cores / 4 Threads]
21st
4
286 +/- 9
Cascade Lake [36 Cores / 72 Threads]
21st
3
284
Haswell [16 Cores / 16 Threads]
21st
4
284 +/- 4
Cascade Lake [12 Cores / 24 Threads]
20th
3
282
Cascade Lake [16 Cores / 32 Threads]
20th
11
282 +/- 13
Zen [8 Cores / 16 Threads]
19th
8
278 +/- 4
Zen [4 Cores / 8 Threads]
18th
7
273 +/- 37
Comet Lake [2 Cores / 2 Threads]
18th
5
272 +/- 6
Zen [4 Cores / 4 Threads]
18th
5
271 +/- 7
Zen 2 [6 Cores / 6 Threads]
18th
15
270 +/- 7
Cascade Lake [32 Cores / 64 Threads]
18th
3
270 +/- 8
Broadwell [8 Cores / 8 Threads]
17th
5
268 +/- 21
Zen 2 [8 Cores / 16 Threads]
17th
11
268 +/- 6
Haswell [16 Cores / 16 Threads]
17th
5
268 +/- 2
Haswell [8 Cores / 8 Threads]
17th
3
266 +/- 1
[16 Cores / 32 Threads]
17th
4
265 +/- 6
Haswell [4 Cores / 4 Threads]
16th
6
264 +/- 12
Zen [8 Cores / 16 Threads]
16th
12
263 +/- 10
Skylake [8 Cores / 8 Threads]
15th
5
261 +/- 20
Zen [8 Cores / 16 Threads]
15th
3
258 +/- 8
Haswell [20 Cores / 20 Threads]
15th
5
258 +/- 6
[72 Cores / 144 Threads]
15th
3
258 +/- 6
Skylake [4 Cores / 4 Threads]
15th
3
253 +/- 1
Zen [2 Cores / 4 Threads]
15th
3
253 +/- 15
Zen [64 Cores / 128 Threads]
15th
8
252 +/- 10
Zen [32 Cores / 64 Threads]
15th
4
251 +/- 3
Zen [4 Cores / 4 Threads]
15th
5
251 +/- 12
Zen 2 [4 Cores / 8 Threads]
14th
3
242 +/- 3
Haswell [24 Cores / 48 Threads]
13th
3
240 +/- 21
Cascade Lake [8 Cores / 16 Threads]
13th
3
240 +/- 2
Ivy Bridge [20 Cores / 40 Threads]
12th
3
223 +/- 19
Ivy Bridge [12 Cores / 12 Threads]
12th
4
222 +/- 6
Zen [2 Cores / 4 Threads]
12th
12
219 +/- 5
Broadwell [4 Cores / 4 Threads]
11th
3
214 +/- 22
Zen [32 Cores / 64 Threads]
11th
3
213 +/- 22
Ivy Bridge [4 Cores / 4 Threads]
11th
5
207 +/- 2
Broadwell [2 Cores / 4 Threads]
11th
3
207 +/- 11
Broadwell [4 Cores / 4 Threads]
11th
3
206 +/- 1
Ivy Bridge [8 Cores / 8 Threads]
10th
4
198 +/- 3
Sandy Bridge [4 Cores / 8 Threads]
10th
4
193 +/- 11
Ivy Bridge [4 Cores / 4 Threads]
9th
6
173 +/- 3
Haswell [4 Cores / 4 Threads]
9th
5
172 +/- 13
Sandy Bridge [32 Cores / 32 Threads]
8th
3
168 +/- 2
Bulldozer [8 Cores / 8 Threads]
8th
4
150
Steamroller [4 Cores / 4 Threads]
7th
4
138
Bulldozer [8 Cores / 8 Threads]
7th
4
137 +/- 3
Steamroller [2 Cores / 4 Threads]
7th
9
131 +/- 5
[16 Cores / 16 Threads]
6th
29
116
