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 | Gemini 3.1 Flash Litegemini-3-1-flash-lite | 319.9 tok/s#1 | 5.31 s#61 | 5.31 s#40 | Jun 12, 2026, 04:00 PM |
2 | Qwen3.5 Omni Flashqwen3-5-omni-flash | 258.1 tok/s#2 | 0.98 s#24 | 0.98 s#17 | Jun 12, 2026, 04:00 PM |
3 | GPT-OSSgpt-oss | 243.2 tok/s#3 | 0.50 s#6 | 8.72 s#43 | Jun 12, 2026, 04:00 PM |
4 | Gemini 2.5 Flash Litegemini-2-5-flash-lite | 229.0 tok/s#4 | 0.37 s#2 | 0.37 s#2 | Jun 12, 2026, 04:00 PM |
5 | GPT-5.1 Codex Minigpt-5-1-codex-mini | 215.4 tok/s#5 | 3.65 s#57 | 3.65 s#36 | Jun 12, 2026, 04:00 PM |
6 | Step 3.5 Flashstep-3-5-flash | 209.9 tok/s#6 | 0.84 s#18 | 10.37 s#44 | Jun 12, 2026, 04:00 PM |
7 | Gemini 2.5 Flashgemini-2-5-flash | 194.9 tok/s#7 | 0.54 s#10 | 0.54 s#9 | Jun 12, 2026, 04:00 PM |
8 | Gemini 3 Flashgemini-3-flash | 190.4 tok/s#8 | 4.95 s#60 | 4.95 s#39 | Jun 12, 2026, 04:00 PM |
9 | GPT-5.1 Codexgpt-5-1-codex | 185.7 tok/s#9 | 4.25 s#59 | 4.25 s#38 | Jun 12, 2026, 04:00 PM |
10 | Grok 4.20grok-4-20 | 178.5 tok/s#10 | 13.54 s#68 | 13.54 s#47 | Jun 12, 2026, 04:00 PM |
11 | O3 Minio3-mini | 175.5 tok/s#11 | 5.92 s#63 | 5.92 s#41 | Jun 12, 2026, 04:00 PM |
12 | Ministral 3ministral-3 | 172.1 tok/s#12 | 0.33 s#1 | 0.33 s#1 | Jun 12, 2026, 04:00 PM |
13 | GPT-5 Codexgpt-5-codex | 170.0 tok/s#13 | 11.29 s#66 | 11.29 s#45 | Jun 12, 2026, 04:00 PM |
14 | MiniMax M2.1minimax-m2-1 | 169.0 tok/s#14 | 7.00 s#64 | 18.83 s#53 | Jun 12, 2026, 04:00 PM |
15 | GPT-5.4 Minigpt-5-4-mini | 165.0 tok/s#15 | 3.95 s#58 | 3.95 s#37 | Jun 12, 2026, 04:00 PM |
16 | o4 Minio4-mini | 159.9 tok/s#16 | 33.67 s#75 | 33.67 s#63 | Jun 12, 2026, 04:00 PM |
17 | MiniMax M2.5minimax-m2-5 | 157.1 tok/s#17 | 5.40 s#62 | 18.13 s#51 | Jun 12, 2026, 04:00 PM |
18 | MiMo-V2-Flashmimo-v2-flash | 154.1 tok/s#18 | 1.27 s#35 | 1.27 s#23 | Jun 12, 2026, 04:00 PM |
19 | O1o1 | 149.7 tok/s#19 | 14.20 s#69 | 14.20 s#48 | Jun 12, 2026, 04:00 PM |
20 | GPT-5.4 Nanogpt-5-4-nano | 148.7 tok/s#20 | 2.46 s#54 | 2.46 s#35 | Jun 12, 2026, 04:00 PM |
21 | GPT-5 Nanogpt-5-nano | 142.3 tok/s#21 | 81.19 s#79 | 81.19 s#77 | Jun 12, 2026, 04:00 PM |
22 | Qwen3qwen3 | 140.3 tok/s#22 | 1.12 s#31 | 1.12 s#20 | Jun 12, 2026, 04:00 PM |
23 | Gemini 3.1 Progemini-3-1-pro | 133.4 tok/s#23 | 28.68 s#73 | 28.68 s#61 | Jun 12, 2026, 04:00 PM |
24 | Gemini 2.5 Progemini-2-5-pro | 132.3 tok/s#24 | 23.08 s#72 | 23.08 s#56 | Jun 12, 2026, 04:00 PM |
25 | GPT-4.1gpt-4-1 | 129.4 tok/s#25 | 0.64 s#16 | 0.64 s#15 | Jun 12, 2026, 04:00 PM |
26 | Kimi K2 Thinkingkimi-k2-thinking | 128.6 tok/s#26 | 0.93 s#22 | 16.49 s#49 | Jun 12, 2026, 04:00 PM |
27 | GPT-4ogpt-4o | 125.9 tok/s#27 | 0.51 s#8 | 0.51 s#7 | Jun 12, 2026, 04:00 PM |
28 | GPT-5.2 Codexgpt-5-2-codex | 125.5 tok/s#28 | 1.17 s#32 | 1.17 s#21 | Jun 12, 2026, 04:00 PM |
29 | GPT-4.1 Nanogpt-4-1-nano | 125.3 tok/s#29 | 0.47 s#4 | 0.47 s#4 | Jun 12, 2026, 04:00 PM |
30 | GPT-5.1gpt-5-1 | 116.2 tok/s#30 | 21.00 s#71 | 21.00 s#55 | Jun 12, 2026, 04:00 PM |
31 | MiniMax M2minimax-m2 | 114.8 tok/s#31 | 1.11 s#30 | 18.54 s#52 | Jun 12, 2026, 04:00 PM |
32 | GPT-5gpt-5 | 109.6 tok/s#32 | 62.85 s#77 | 62.85 s#71 | Jun 12, 2026, 04:00 PM |
33 | GLM-4.7glm-4-7 | 107.0 tok/s#33 | 0.86 s#19 | 19.55 s#54 | Jun 12, 2026, 04:00 PM |
34 | O3o3 | 105.6 tok/s#34 | 7.29 s#65 | 7.29 s#42 | Jun 12, 2026, 04:00 PM |
35 | Claude Haiku 4.5claude-haiku-4-5 | 103.5 tok/s#35 | 0.90 s#21 | 0.90 s#16 | Jun 12, 2026, 04:00 PM |
36 | DeepSeek V4 Flashdeepseek-v4-flash | 96.7 tok/s#36 | 0.94 s#23 | 58.99 s#70 | Jun 12, 2026, 04:00 PM |
37 | Llama 4 Scoutllama-4-scout | 92.7 tok/s#37 | 0.63 s#15 | 0.63 s#14 | Jun 12, 2026, 04:00 PM |
38 | GPT-5.4gpt-5-4 | 92.4 tok/s#38 | 134.24 s#83 | 134.24 s#83 | Jun 12, 2026, 04:00 PM |
39 | Mistral Medium 3.1mistral-medium-3-1 | 89.5 tok/s#39 | 0.49 s#5 | 0.49 s#5 | Jun 12, 2026, 04:00 PM |
40 | GPT-5 Minigpt-5-mini | 83.5 tok/s#40 | 117.81 s#82 | 117.81 s#82 | Jun 12, 2026, 04:00 PM |
41 | GLM-4.5 Airglm-4-5-air | 82.9 tok/s#41 | 1.65 s#44 | 25.77 s#57 | Jun 12, 2026, 04:00 PM |
42 | MiMo-V2.5mimo-v2-5 | 81.3 tok/s#42 | 3.34 s#56 | 27.96 s#59 | Jun 12, 2026, 04:00 PM |
43 | GPT-4.1 Minigpt-4-1-mini | 80.2 tok/s#43 | 0.56 s#12 | 0.56 s#11 | Jun 12, 2026, 04:00 PM |
44 | MiMo-V2-Omnimimo-v2-omni | 79.3 tok/s#44 | 3.00 s#55 | 28.24 s#60 | Jun 12, 2026, 04:00 PM |
45 | GPT-5.3 Codexgpt-5-3-codex | 77.7 tok/s#45 | 57.06 s#76 | 57.06 s#68 | Jun 12, 2026, 04:00 PM |
46 | GLM-4.7 Flashglm-4-7-flash | 76.3 tok/s#46 | 1.11 s#29 | 27.33 s#58 | Jun 12, 2026, 04:00 PM |
47 | GLM-5glm-5 | 75.5 tok/s#47 | 0.84 s#17 | 41.94 s#65 | Jun 12, 2026, 04:00 PM |
48 | GPT-5.2gpt-5-2 | 72.8 tok/s#48 | 115.69 s#81 | 115.69 s#81 | Jun 12, 2026, 04:00 PM |
49 | GLM-5.1glm-5-1 | 71.0 tok/s#49 | 0.90 s#20 | 54.31 s#67 | Jun 12, 2026, 04:00 PM |
50 | GLM-4.6Vglm-4-6v | 68.0 tok/s#50 | 1.19 s#33 | 1.19 s#22 | Jun 12, 2026, 04:00 PM |
51 | Claude Fable 5claude-fable-5 | 63.2 tok/s#51 | 63.95 s#78 | 63.95 s#73 | Jun 12, 2026, 04:00 PM |
52 | Mistral Large 3mistral-large-3 | 62.6 tok/s#52 | 0.60 s#13 | 0.60 s#12 | Jun 12, 2026, 04:00 PM |
53 | GPT-4o Minigpt-4o-mini | 62.2 tok/s#53 | 0.53 s#9 | 0.53 s#8 | Jun 12, 2026, 04:00 PM |
54 | DeepSeek V4 Prodeepseek-v4-pro | 57.5 tok/s#54 | 1.06 s#26 | 77.20 s#75 | Jun 12, 2026, 04:00 PM |
55 | Claude Opus 4.8claude-opus-4-8 | 57.4 tok/s#55 | 17.66 s#70 | 17.66 s#50 | Jun 12, 2026, 04:00 PM |
56 | Qwen3.5 Omni Plusqwen3-5-omni-plus | 54.8 tok/s#56 | 1.28 s#37 | 1.28 s#25 | Jun 12, 2026, 04:00 PM |
57 | Qwen3 Maxqwen3-max | 53.9 tok/s#57 | 1.90 s#50 | 1.90 s#33 | Jun 12, 2026, 04:00 PM |
58 | Qwen3.6 Plusqwen3-6-plus | 53.3 tok/s#58 | 1.83 s#48 | 106.03 s#79 | Jun 12, 2026, 04:00 PM |
59 | Qwen3.5qwen3-5 | 51.8 tok/s#59 | 1.80 s#47 | 63.27 s#72 | Jun 12, 2026, 04:00 PM |
60 | GLM-4.6glm-4-6 | 51.7 tok/s#60 | 1.74 s#46 | 1.74 s#31 | Jun 12, 2026, 04:00 PM |
61 | Claude Opus 4.5claude-opus-4-5 | 50.4 tok/s#61 | 1.31 s#38 | 1.31 s#26 | Jun 12, 2026, 04:00 PM |
62 | GLM-4.5glm-4-5 | 49.9 tok/s#62 | 1.01 s#25 | 41.05 s#64 | Jun 12, 2026, 04:00 PM |
63 | Claude Sonnet 4claude-sonnet-4 | 49.5 tok/s#63 | 1.07 s#27 | 1.07 s#18 | Jun 12, 2026, 04:00 PM |
64 | Devstral Smalldevstral-small | 49.1 tok/s#64 | 0.55 s#11 | 0.55 s#10 | Jun 12, 2026, 04:00 PM |
65 | Claude Sonnet 4.5claude-sonnet-4-5 | 47.9 tok/s#65 | 1.55 s#42 | 1.55 s#29 | Jun 12, 2026, 04:00 PM |
66 | Kimi K2.5kimi-k2-5 | 47.1 tok/s#66 | 1.27 s#34 | 64.24 s#74 | Jun 12, 2026, 04:00 PM |
67 | Claude Sonnet 4.6claude-sonnet-4-6 | 47.0 tok/s#67 | 1.28 s#36 | 1.28 s#24 | Jun 12, 2026, 04:00 PM |
68 | Claude Opus 4.7claude-opus-4-7 | 46.9 tok/s#68 | 11.41 s#67 | 11.41 s#46 | Jun 12, 2026, 04:00 PM |
69 | Claude Opus 4.6claude-opus-4-6 | 44.9 tok/s#69 | 1.44 s#40 | 1.44 s#27 | Jun 12, 2026, 04:00 PM |
70 | MiniMax M2.7minimax-m2-7 | 43.5 tok/s#70 | 1.59 s#43 | 58.23 s#69 | Jun 12, 2026, 04:00 PM |
71 | GLM-4.5Vglm-4-5v | 43.2 tok/s#71 | 32.30 s#74 | 32.30 s#62 | Jun 12, 2026, 04:00 PM |
72 | Phi 4phi-4 | 42.7 tok/s#72 | 0.50 s#6 | 0.50 s#6 | Jun 12, 2026, 04:00 PM |
73 | Kimi K2.6kimi-k2-6 | 40.5 tok/s#73 | 1.37 s#39 | 111.36 s#80 | Jun 12, 2026, 04:00 PM |
74 | GPT-4gpt-4 | 39.3 tok/s#74 | 1.07 s#28 | 1.07 s#19 | Jun 12, 2026, 04:00 PM |
75 | MiMo-V2.5-Promimo-v2-5-pro | 38.7 tok/s#75 | 2.13 s#52 | 53.87 s#66 | Jun 12, 2026, 04:00 PM |
76 | MiMo-V2-Promimo-v2-pro | 37.1 tok/s#76 | 2.17 s#53 | 80.97 s#76 | Jun 12, 2026, 04:00 PM |
77 | Claude Opus 4.1claude-opus-4-1 | 36.8 tok/s#77 | 1.98 s#51 | 1.98 s#34 | Jun 12, 2026, 04:00 PM |
78 | Claude Opus 4claude-opus-4 | 36.6 tok/s#78 | 1.87 s#49 | 1.87 s#32 | Jun 12, 2026, 04:00 PM |
79 | Devstral 2devstral-2 | 33.4 tok/s#79 | 0.61 s#14 | 0.61 s#13 | Jun 12, 2026, 04:00 PM |
80 | Hermes 3 Llama 3.1hermes-3-llama-3-1 | 32.4 tok/s#80 | 0.37 s#2 | 0.37 s#2 | Jun 12, 2026, 04:00 PM |
81 | GPT-4 Turbogpt-4-turbo | 26.6 tok/s#81 | 1.66 s#45 | 1.66 s#30 | Jun 12, 2026, 04:00 PM |
82 | Kimi K2kimi-k2 | 23.5 tok/s#82 | 1.54 s#41 | 1.54 s#28 | Jun 12, 2026, 04:00 PM |
83 | o3 Proo3-pro | 20.3 tok/s#83 | 83.81 s#80 | 83.81 s#78 | Jun 12, 2026, 04:00 PM |
