Multi-dimensional rankings based on model speed tests, provider health checks, and standard model benchmarks. Compare providers, endpoints, models, and reliability at a glance.
Compares AI model responsiveness across Artificial Analysis output speed, time to first token, and time to first answer token in one table.
Artificial Analysis standard benchmarks
| Rank | Model | Output Speed | Time to First Token | Time to First Answer Token | Updated |
|---|---|---|---|---|---|
1 | 18.0 tok/s#66 | 0.35 s#3 | 0.35 s#2 | Jul 28, 2026, 04:45 AM | |
2 | 31.5 tok/s#65 | 0.97 s#30 | 0.97 s#15 | Jul 28, 2026, 04:45 AM | |
3 | 32.9 tok/s#64 | 125.71 s#66 | 186.48 s#66 | Jul 28, 2026, 04:45 AM | |
4 | 34.7 tok/s#63 | 0.39 s#4 | 58.08 s#59 | Jul 28, 2026, 04:45 AM | |
5 | 35.7 tok/s#62 | 1.29 s#38 | 1.29 s#21 | Jul 28, 2026, 04:45 AM | |
6 | 42.6 tok/s#61 | 1.21 s#35 | 53.55 s#58 | Jul 28, 2026, 04:45 AM | |
7 | 46.4 tok/s#60 | 0.31 s#1 | 43.38 s#55 | Jul 28, 2026, 04:45 AM | |
8 | 46.7 tok/s#59 | 0.33 s#2 | 0.33 s#1 | Jul 28, 2026, 04:45 AM | |
9 | 52.2 tok/s#58 | 2.01 s#48 | 40.32 s#54 | Jul 28, 2026, 04:45 AM | |
10 | 52.5 tok/s#57 | 1.65 s#44 | 107.29 s#64 | Jul 28, 2026, 04:45 AM | |
11 | 54.9 tok/s#56 | 1.24 s#36 | 1.24 s#19 | Jul 28, 2026, 04:45 AM | |
12 | 56.8 tok/s#55 | 1.72 s#45 | 1.72 s#24 | Jul 28, 2026, 04:45 AM | |
13 | 59.0 tok/s#54 | 0.48 s#8 | 0.48 s#5 | Jul 28, 2026, 04:45 AM | |
14 | 59.1 tok/s#53 | 1.26 s#37 | 1.26 s#20 | Jul 28, 2026, 04:45 AM | |
15 | 59.5 tok/s#52 | 1.34 s#39 | 34.96 s#52 | Jul 28, 2026, 04:45 AM | |
16 | 61.0 tok/s#51 | 1.41 s#40 | 94.52 s#63 | Jul 28, 2026, 04:45 AM | |
17 | 61.2 tok/s#50 | 10.85 s#57 | 10.85 s#35 | Jul 28, 2026, 04:45 AM | |
18 | 62.9 tok/s#49 | 0.69 s#19 | 0.69 s#11 | Jul 28, 2026, 04:45 AM | |
19 | 65.0 tok/s#48 | 37.44 s#61 | 37.44 s#53 | Jul 28, 2026, 04:45 AM | |
20 | 67.2 tok/s#47 | 0.65 s#17 | 30.42 s#50 | Jul 28, 2026, 04:45 AM | |
21 | 70.0 tok/s#46 | 0.46 s#6 | 0.46 s#4 | Jul 28, 2026, 04:45 AM | |
22 | 71.3 tok/s#45 | 80.06 s#63 | 80.06 s#61 | Jul 28, 2026, 04:45 AM | |
23 | 71.8 tok/s#44 | 1.45 s#43 | 1.45 s#23 | Jul 28, 2026, 04:45 AM | |
24 | 72.1 tok/s#43 | 3.04 s#52 | 30.79 s#51 | Jul 28, 2026, 04:45 AM | |
25 | 72.5 tok/s#42 | 2.01 s#49 | 29.60 s#49 | Jul 28, 2026, 04:45 AM | |
26 | 75.2 tok/s#41 | 0.95 s#27 | 27.44 s#48 | Jul 28, 2026, 04:45 AM | |
27 | 81.8 tok/s#40 | 8.65 s#56 | 8.65 s#32 | Jul 28, 2026, 04:45 AM | |
28 | 85.5 tok/s#39 | 1.19 s#34 | 24.59 s#46 | Jul 28, 2026, 04:45 AM | |
29 | 85.7 tok/s#38 | 109.53 s#65 | 109.53 s#65 | Jul 28, 2026, 04:45 AM | |
30 | 93.9 tok/s#37 | 2.42 s#51 | 23.72 s#45 | Jul 28, 2026, 04:45 AM | |
31 | 97.7 tok/s#36 | 0.56 s#12 | 0.56 s#6 | Jul 28, 2026, 04:45 AM | |
32 | 100.9 tok/s#35 | 1.45 s#42 | 1.45 s#22 | Jul 28, 2026, 04:45 AM | |
33 | 101.4 tok/s#34 | 0.59 s#13 | 20.32 s#44 | Jul 28, 2026, 04:45 AM | |
34 | 107.9 tok/s#33 | 1.41 s#40 | 51.39 s#57 | Jul 28, 2026, 04:45 AM | |
35 | 114.5 tok/s#32 | 0.87 s#25 | 0.87 s#13 | Jul 28, 2026, 04:45 AM | |
36 | 118.2 tok/s#31 | 0.44 s#5 | 0.44 s#3 | Jul 28, 2026, 04:45 AM | |
37 | 121.7 tok/s#30 | 0.60 s#14 | 0.60 s#7 | Jul 28, 2026, 04:45 AM | |
38 | 125.4 tok/s#29 | 0.95 s#28 | 45.72 s#56 | Jul 28, 2026, 04:45 AM | |
39 | 129.1 tok/s#28 | 0.61 s#15 | 0.61 s#8 | Jul 28, 2026, 04:45 AM | |
40 | 134.9 tok/s#27 | 0.67 s#18 | 0.67 s#10 | Jul 28, 2026, 04:45 AM | |
41 | 135.1 tok/s#26 | 1.80 s#47 | 16.60 s#42 | Jul 28, 2026, 04:45 AM | |
42 | 142.0 tok/s#25 | 0.61 s#16 | 0.61 s#9 | Jul 28, 2026, 04:45 AM | |
43 | 142.1 tok/s#24 | 0.88 s#26 | 14.96 s#41 | Jul 28, 2026, 04:45 AM | |
44 | 143.8 tok/s#23 | 0.84 s#23 | 0.84 s#12 | Jul 28, 2026, 04:45 AM | |
45 | 146.5 tok/s#22 | 26.14 s#60 | 26.14 s#47 | Jul 28, 2026, 04:45 AM | |
46 | 148.4 tok/s#21 | 60.34 s#62 | 60.34 s#60 | Jul 28, 2026, 04:45 AM | |
47 | 153.2 tok/s#20 | 19.85 s#59 | 19.85 s#43 | Jul 28, 2026, 04:45 AM | |
48 | 156.3 tok/s#19 | 1.05 s#33 | 1.05 s#18 | Jul 28, 2026, 04:45 AM | |
49 | 162.5 tok/s#18 | 0.48 s#9 | 12.79 s#38 | Jul 28, 2026, 04:45 AM | |
50 | 164.6 tok/s#17 | 5.92 s#55 | 5.92 s#28 | Jul 28, 2026, 04:45 AM | |
51 | 165.5 tok/s#16 | 2.01 s#49 | 14.10 s#40 | Jul 28, 2026, 04:45 AM | |
52 | 172.9 tok/s#15 | 1.02 s#32 | 1.02 s#17 | Jul 28, 2026, 04:45 AM | |
53 | 203.1 tok/s#14 | 1.74 s#46 | 13.60 s#39 | Jul 28, 2026, 04:45 AM | |
54 | 205.7 tok/s#13 | 1.00 s#31 | 1.00 s#16 | Jul 28, 2026, 04:45 AM | |
55 | 209.3 tok/s#12 | 0.47 s#7 | 10.02 s#34 | Jul 28, 2026, 04:45 AM | |
56 | 219.2 tok/s#11 | 0.81 s#22 | 9.94 s#33 | Jul 28, 2026, 04:45 AM | |
57 | 219.2 tok/s#10 | 0.86 s#24 | 11.24 s#36 | Jul 28, 2026, 04:45 AM | |
58 | 220.4 tok/s#9 | 84.29 s#64 | 84.29 s#62 | Jul 28, 2026, 04:45 AM | |
59 | 261.4 tok/s#8 | 0.97 s#29 | 0.97 s#14 | Jul 28, 2026, 04:45 AM | |
60 | 265.6 tok/s#7 | 12.68 s#58 | 12.68 s#37 | Jul 28, 2026, 04:45 AM | |
61 | 292.6 tok/s#6 | 0.81 s#21 | 7.64 s#31 | Jul 28, 2026, 04:45 AM | |
62 | 310.3 tok/s#5 | 0.55 s#11 | 6.99 s#30 | Jul 28, 2026, 04:45 AM | |
63 | 320.4 tok/s#4 | 0.52 s#10 | 6.76 s#29 | Jul 28, 2026, 04:45 AM | |
64 | 334.2 tok/s#3 | 5.45 s#54 | 5.45 s#26 | Jul 28, 2026, 04:45 AM | |
65 | 419.3 tok/s#2 | 0.72 s#20 | 5.50 s#27 | Jul 28, 2026, 04:45 AM | |
66 | 1074.7 tok/s#1 | 4.15 s#53 | 4.15 s#25 | Jul 28, 2026, 04:45 AM |
