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 | 326 tok/s |
| 2 | qwen-3-32b | groq | 245 tok/s |
| 3 | llama-4-scout | groq | 216 tok/s |
| 4 | llama-3.1-8b | cerebras | 211 tok/s |
| 5 | llama-3.3-70b | groq | 204 tok/s |
| Status | |||||||
|---|---|---|---|---|---|---|---|
| groq | llama-3.1-8b | Active | 3h ago | 326.00 | 87 | 471 | 90.00 |
| cerebras | qwen-3-32b | Active | 13d ago | 249.00 | 4 | 444 | 350.00 |
| groq | qwen-3-32b | Active | 3h ago | 245.00 | 2 | 391 | 270.00 |
| groq | llama-4-scout | Active | 3h ago | 216.00 | 23 | 335 | 210.00 |
| cerebras | llama-3.1-8b | Active | 3h ago | 211.00 | 12 | 350 | 440.00 |
| groq | llama-3.3-70b | Active | 3h ago | 204.00 | 68 | 322 | 120.00 |
| cerebras | gpt-oss-120b | Active | 3h ago | 201.00 | 12 | 378 | 780.00 |
| cerebras | llama-3.3-70b | Active | 13d ago | 188.00 | 17 | 338 | 420.00 |
| groq | llama-4-maverick | Active | 3h ago | 177.00 | 12 | 310 | 460.00 |
| together | llama-3.1-8b | Active | 3h ago | 150.00 | 2 | 232 | 550.00 |
| groq | kimi-k2 | Active | 3h ago | 145.00 | 19 | 212 | 240.00 |
| cerebras | qwen-3-235b-instruct | Active | 25d ago | 132.00 | 8 | 252 | 970.00 |
| bedrock | nova-micro | Active | 15m ago | 123.00 | 65 | 149 | 270.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 3h ago | 110.00 | 21 | 160 | 0.00 |
| bedrock | llama-4-maverick | Active | 15m ago | 108.00 | 3 | 139 | 260.00 |
| bedrock | llama-4-scout | Active | 15m ago | 102.00 | 4 | 132 | 270.00 |
| bedrock | nova-lite | Active | 15m ago | 101.00 | 39 | 130 | 300.00 |
| bedrock | llama-3.3-70b | Active | 15m ago | 100.00 | 3 | 137 | 260.00 |
| bedrock | nova-pro | Active | 15m ago | 92.40 | 13 | 124 | 350.00 |
| together | qwen-2.5-7b | Active | 3h ago | 91.90 | 11 | 145 | 230.00 |
| openai | gpt-3.5-turbo | Active | 3h ago | 79.80 | 13 | 126 | 450.00 |
| Active | 3h ago | 75.90 | 34 | 132 | 520.00 | ||
| openai | GPT-5.1-codex-max | Active | 3h ago | 75.70 | 2 | 118 | 1510.00 |
| together | llama-3.1-70b | Active | 3d ago | 72.70 | 7 | 144 | 390.00 |
| openai | gpt-4.1-nano | Active | 3h ago | 70.80 | 9 | 149 | 430.00 |
| together | mistral-7b | Active | 3d ago | 69.80 | 2 | 91 | 540.00 |
| openai | gpt-4o | Active | 3h ago | 68.80 | 7 | 173 | 1340.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 3h ago | 67.00 | 5 | 101 | 1070.00 | |
| fireworks | mixtral-8x22b | Active | 3h ago | 66.80 | 29 | 112 | 450.00 |
| together | llama-3.2-3b | Active | 3h ago | 62.10 | 5 | 121 | 1400.00 |
| gemini-2.0-flash | Active | 25d ago | 62.10 | 29 | 88 | 530.00 | |
| deepinfra | mistral-7b | Stale(Medium) | 3h ago | 59.70 | 5 | 136 | 590.00 |
| deepinfra | mixtral-8x22b | Stale(Medium) | 11d ago | 57.90 | 14 | 78 | 370.00 |
| gemini-2.0-flash-lite | Active | 25d ago | 57.60 | 11 | 73 | 740.00 | |
| together | mixtral-8x7b | Active | 3h ago | 56.50 | 13 | 114 | 180.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 3h ago | 55.90 | 7 | 101 | 420.00 |
| together | qwen-2.5-72b | Active | 22d ago | 54.80 | 4 | 71 | 430.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 3h ago | 53.50 | 3 | 131 | 650.00 |
| together | llama-3.3-70b | Active | 3h ago | 53.30 | 2 | 146 | 1290.00 |
| openai | gpt-4.1-mini | Active | 3h ago | 50.00 | 15 | 97 | 500.00 |
| anthropic | claude-haiku-4.5 | Active | 3h ago | 49.90 | 16 | 74 | 620.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 3h ago | 49.10 | 14 | 76 | 0.00 |
| fireworks | llama-3.3-70b | Active | 3h ago | 48.60 | 4 | 94 | 1240.00 |
| bedrock | llama-3.2-90b | Active | 15m ago | 47.30 | 6 | 51 | 350.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 3h ago | 44.50 | 7 | 71 | 310.00 |
| openai | gpt-4o-mini | Active | 3h ago | 43.10 | 8 | 95 | 380.00 |
| together | deepseek-r1 | Active | 3h ago | 43.10 | 1 | 69 | 980.00 |
| bedrock | mistral-large | Active | 15m ago | 42.80 | 3 | 47 | 310.00 |
| bedrock | claude-haiku-4.5 | Active | 15m ago | 42.40 | 4 | 63 | 1060.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 3h ago | 41.20 | 6 | 72 | 1600.00 | |
| openai | gpt-4.1 | Active | 3h ago | 37.80 | 6 | 82 | 470.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 3h ago | 35.50 | 3 | 57 | 390.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 3h ago | 35.40 | 3 | 76 | 830.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 3h ago | 35.10 | 4 | 55 | 490.00 |
| deepinfra | llama-3.2-3b | Stale(Medium) | 3h ago | 33.80 | 1 | 90 | 790.00 |
| deepinfra | llama-3.2-1b | Stale(Medium) | 3h ago | 33.80 | 1 | 90 | 630.00 |
| bedrock | claude-3-7-sonnet | Active | 15m ago | 33.40 | 5 | 44 | 740.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 3h ago | 33.20 | 1 | 67 | 1800.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 3h ago | 32.80 | 2 | 50 | 630.00 |
| openai | gpt-4-turbo | Active | 3h ago | 32.20 | 2 | 52 | 530.00 |
| bedrock | claude-3-5-sonnet | Active | 15m ago | 32.00 | 2 | 44 | 660.00 |
| openai | GPT-5.1 | Active | 3h ago | 30.50 | 3 | 57 | 970.00 |
| bedrock | claude-3-5-haiku | Active | 15m ago | 30.10 | 1 | 38 | 790.00 |
| openai | gpt-4 | Active | 3h ago | 27.30 | 2 | 47 | 660.00 |
| openai | GPT-5.2 | Active | 3h ago | 26.70 | 9 | 40 | 940.00 |
| openai | GPT-5.1-codex | Active | 3h ago | 25.60 | 3 | 49 | 1330.00 |
| openai | GPT-5.1-codex-mini | Active | 3h ago | 23.80 | 1 | 55 | 1300.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 3h ago | 23.20 | 1 | 34 | 1150.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 3h ago | 22.70 | 3 | 46 | 660.00 |
| bedrock | claude-sonnet-4.5 | Active | 15m ago | 22.50 | 5 | 29 | 1590.00 |
| together | llama-3.1-405b | Active | 23d ago | 21.30 | 6 | 29 | 970.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 3h ago | 20.20 | 1 | 49 | 1880.00 |
| anthropic | claude-opus-4.5 | Active | 3h ago | 19.80 | 6 | 32 | 1780.00 |
| anthropic | claude-4-sonnet | Active | 3h ago | 19.40 | 1 | 30 | 2080.00 |
| bedrock | claude-3-opus | Active | 10d ago | 19.10 | 4 | 22 | 870.00 |
| bedrock | claude-opus-4.5 | Active | 15m ago | 18.30 | 4 | 24 | 1990.00 |
| anthropic | Claude Opus 4.1 | Active | 3h ago | 18.10 | 8 | 27 | 1460.00 |
| anthropic | claude-4-opus | Active | 3h ago | 17.80 | 9 | 24 | 1270.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 3h ago | 17.10 | 1 | 62 | 2400.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 3h ago | 13.80 | 1 | 38 | 4460.00 |
| openai | Active | 3h ago | 12.70 | 2 | 22 | 1880.00 | |
| openai | o1-pro | Likely Deprecated(Medium) | 3h ago | 8.91 | 1 | 18 | 650.00 |
| openai | GPT-5.2-pro | Active | 3h ago | 8.01 | 1 | 13 | 5310.00 |