I run cron jobs to periodically test the token generation speed of different cloud LLM providers. The chart helps visualize the distributions of different speeds, as they can vary somewhat depending on the loads. For readability not all models are shown, but you can see the full results in the table below.
Every provider and model now has a dedicated landing page with narrative insights, SEO-friendly metadata, and structured data for search engines. Click any provider or model in the table to explore performance in depth.
I am working daily to add more providers and models, looking anywhere that does not require purchasing dedicated endpoints for hosting (why some models may appear to be missing). If you have any more suggestions let me know on GitHub!! 😊
| # | Model | Provider | Speed |
|---|---|---|---|
| 1 | llama-3.1-8b | groq | 321 tok/s |
| 2 | qwen-3-32b | groq | 247 tok/s |
| 3 | llama-4-scout | groq | 215 tok/s |
| 4 | llama-3.1-8b | cerebras | 212 tok/s |
| 5 | llama-3.3-70b | groq | 204 tok/s |
| Status | |||||||
|---|---|---|---|---|---|---|---|
| groq | llama-3.1-8b | Active | 2h ago | 321.00 | 87 | 471 | 90.00 |
| cerebras | qwen-3-32b | Active | 10d ago | 250.00 | 4 | 444 | 340.00 |
| groq | qwen-3-32b | Active | 2h ago | 247.00 | 2 | 391 | 270.00 |
| groq | llama-4-scout | Active | 2h ago | 215.00 | 23 | 335 | 210.00 |
| cerebras | llama-3.1-8b | Active | 2h ago | 212.00 | 12 | 350 | 430.00 |
| groq | llama-3.3-70b | Active | 2h ago | 204.00 | 68 | 322 | 130.00 |
| cerebras | gpt-oss-120b | Active | 2h ago | 200.00 | 11 | 377 | 790.00 |
| cerebras | llama-3.3-70b | Active | 10d ago | 190.00 | 17 | 338 | 420.00 |
| groq | llama-4-maverick | Active | 2h ago | 166.00 | 12 | 310 | 510.00 |
| together | llama-3.1-8b | Active | 2h ago | 150.00 | 2 | 232 | 460.00 |
| groq | kimi-k2 | Active | 2h ago | 146.00 | 19 | 212 | 230.00 |
| cerebras | qwen-3-235b-instruct | Active | 23d ago | 136.00 | 8 | 252 | 1070.00 |
| bedrock | nova-micro | Active | 39m ago | 123.00 | 65 | 147 | 270.00 |
| bedrock | llama-4-maverick | Active | 38m ago | 108.00 | 3 | 135 | 260.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 2h ago | 108.00 | 21 | 160 | 0.00 |
| bedrock | llama-4-scout | Active | 38m ago | 102.00 | 4 | 132 | 270.00 |
| bedrock | nova-lite | Active | 39m ago | 100.00 | 39 | 131 | 300.00 |
| bedrock | llama-3.3-70b | Active | 39m ago | 100.00 | 3 | 137 | 260.00 |
| together | qwen-2.5-7b | Active | 2h ago | 93.30 | 11 | 145 | 230.00 |
| bedrock | nova-pro | Active | 39m ago | 92.00 | 13 | 124 | 350.00 |
| openai | gpt-3.5-turbo | Active | 2h ago | 79.80 | 13 | 126 | 450.00 |
| Active | 2h ago | 75.60 | 34 | 132 | 520.00 | ||
| openai | GPT-5.1-codex-max | Active | 2h ago | 72.80 | 1 | 118 | 1590.00 |
| together | llama-3.1-70b | Active | 1d ago | 72.70 | 7 | 144 | 390.00 |
| together | mistral-7b | Active | 1d ago | 72.40 | 2 | 154 | 540.00 |
| openai | gpt-4.1-nano | Active | 2h ago | 70.00 | 9 | 149 | 430.00 |
| openai | gpt-4o | Active | 2h ago | 67.80 | 7 | 173 | 1340.00 |
| fireworks | mixtral-8x22b | Active | 2h ago | 66.90 | 35 | 112 | 460.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 2h ago | 66.90 | 5 | 101 | 1080.00 | |
| together | llama-3.2-3b | Active | 2h ago | 62.80 | 5 | 121 | 1370.00 |
| gemini-2.0-flash | Active | 23d ago | 61.60 | 29 | 88 | 530.00 | |
| deepinfra | mistral-7b | Stale(Medium) | 2h ago | 57.40 | 5 | 136 | 590.00 |
| deepinfra | mixtral-8x22b | Stale(Medium) | 8d ago | 57.40 | 14 | 78 | 370.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 2h ago | 56.10 | 7 | 102 | 410.00 |
| together | mixtral-8x7b | Active | 2h ago | 56.10 | 13 | 114 | 180.00 |
| gemini-2.0-flash-lite | Active | 23d ago | 55.80 | 11 | 73 | 850.00 | |
| together | qwen-2.5-72b | Active | 20d ago | 54.40 | 4 | 71 | 410.00 |
| together | llama-3.3-70b | Active | 2h ago | 53.10 | 2 | 146 | 1450.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 2h ago | 51.40 | 3 | 131 | 620.00 |
| openai | gpt-4.1-mini | Active | 2h ago | 49.90 | 15 | 97 | 500.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 2h ago | 49.40 | 15 | 76 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 2h ago | 49.30 | 16 | 74 | 640.00 |
| bedrock | llama-3.2-90b | Active | 39m ago | 47.40 | 6 | 51 | 350.00 |
| fireworks | llama-3.3-70b | Active | 2h ago | 47.10 | 4 | 94 | 1240.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 2h ago | 44.40 | 7 | 71 | 310.00 |
| bedrock | mistral-large | Active | 38m ago | 42.90 | 3 | 47 | 300.00 |
| together | deepseek-r1 | Active | 2h ago | 42.80 | 1 | 69 | 1250.00 |
| openai | gpt-4o-mini | Active | 2h ago | 42.60 | 8 | 95 | 390.00 |
| bedrock | claude-haiku-4.5 | Active | 39m ago | 42.20 | 4 | 63 | 1070.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 2h ago | 41.40 | 11 | 72 | 1560.00 | |
| openai | gpt-4.1 | Active | 2h ago | 37.00 | 6 | 82 | 460.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 2h ago | 36.00 | 3 | 76 | 770.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 2h ago | 34.40 | 3 | 57 | 400.00 |
| deepinfra | llama-3.2-3b | Stale(Medium) | 2h ago | 34.30 | 1 | 90 | 770.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 2h ago | 34.20 | 4 | 55 | 520.00 |
| deepinfra | llama-3.2-1b | Stale(Medium) | 2h ago | 34.00 | 1 | 90 | 630.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 2h ago | 33.70 | 1 | 67 | 1510.00 |
| bedrock | claude-3-7-sonnet | Active | 39m ago | 33.40 | 6 | 44 | 730.00 |
| openai | gpt-4-turbo | Active | 2h ago | 32.40 | 2 | 52 | 530.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 2h ago | 32.30 | 2 | 50 | 750.00 |
| bedrock | claude-3-5-sonnet | Active | 39m ago | 31.70 | 2 | 44 | 660.00 |
| openai | GPT-5.1 | Active | 2h ago | 30.50 | 3 | 57 | 960.00 |
| bedrock | claude-3-5-haiku | Active | 39m ago | 29.70 | 1 | 38 | 850.00 |
| openai | GPT-5.2 | Active | 2h ago | 26.70 | 9 | 40 | 940.00 |
| openai | gpt-4 | Active | 2h ago | 26.60 | 2 | 46 | 670.00 |
| openai | GPT-5.1-codex | Active | 2h ago | 25.80 | 3 | 49 | 1300.00 |
| openai | GPT-5.1-codex-mini | Active | 2h ago | 23.80 | 1 | 55 | 1330.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 2h ago | 22.80 | 1 | 34 | 1130.00 |
| bedrock | claude-sonnet-4.5 | Active | 39m ago | 22.40 | 5 | 29 | 1600.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 2h ago | 22.10 | 3 | 46 | 650.00 |
| together | llama-3.1-405b | Active | 21d ago | 22.00 | 6 | 29 | 900.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 2h ago | 20.50 | 1 | 49 | 1870.00 |
| anthropic | claude-4-sonnet | Active | 2h ago | 19.80 | 1 | 30 | 1990.00 |
| anthropic | claude-opus-4.5 | Active | 2h ago | 19.60 | 6 | 30 | 1800.00 |
| bedrock | claude-3-opus | Active | 8d ago | 18.90 | 4 | 22 | 870.00 |
| bedrock | claude-opus-4.5 | Active | 39m ago | 18.20 | 4 | 23 | 2000.00 |
| anthropic | Claude Opus 4.1 | Active | 2h ago | 18.10 | 8 | 25 | 1450.00 |
| anthropic | claude-4-opus | Active | 2h ago | 17.80 | 9 | 24 | 1270.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 2h ago | 17.10 | 1 | 62 | 2490.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 2h ago | 14.90 | 1 | 38 | 4230.00 |
| openai | Active | 2h ago | 12.70 | 2 | 22 | 1870.00 | |
| openai | o1-pro | Likely Deprecated(Medium) | 2h ago | 8.84 | 1 | 19 | 580.00 |
| openai | GPT-5.2-pro | Active | 2h ago | 7.78 | 1 | 13 | 5520.00 |