☁️ Cloud Benchmarks ☁️
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!! 😊
Pick A Path In 10 Seconds
Quick recommendations from the latest 7-day benchmark slice. Use one path, jump into full results, then drill into provider/model pages.
Loading 7-day recommendations…
Fastest Models Right Now (updated <24h)
| # | Model | Provider | Speed |
|---|---|---|---|
| 1 | llama-3.1-8b | groq | 323 tok/s |
| 2 | qwen-3-32b | groq | 233 tok/s |
| 3 | llama-4-scout | groq | 210 tok/s |
| 4 | llama-3.3-70b | groq | 202 tok/s |
| 5 | llama-3.1-8b | cerebras | 199 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 83 of 83 modelsFlagged statuses: likely_deprecated, deprecated, failing, stale, never_succeeded, disabled
| Status | |||||||
|---|---|---|---|---|---|---|---|
| groq | llama-3.1-8b | Active | 3h ago | 323.00 | 87 | 471 | 90.00 |
| cerebras | qwen-3-32b | Active | 17d ago | 244.00 | 4 | 444 | 400.00 |
| groq | qwen-3-32b | Active | 3h ago | 233.00 | 2 | 391 | 300.00 |
| groq | llama-4-scout | Active | 3h ago | 210.00 | 38 | 335 | 210.00 |
| groq | llama-3.3-70b | Active | 3h ago | 202.00 | 68 | 322 | 130.00 |
| cerebras | llama-3.1-8b | Active | 3h ago | 199.00 | 1 | 343 | 910.00 |
| cerebras | gpt-oss-120b | Active | 3h ago | 192.00 | 13 | 380 | 830.00 |
| groq | llama-4-maverick | Active | 3h ago | 185.00 | 12 | 307 | 410.00 |
| cerebras | llama-3.3-70b | Active | 17d ago | 183.00 | 17 | 318 | 430.00 |
| together | llama-3.1-8b | Active | 3h ago | 143.00 | 2 | 232 | 560.00 |
| groq | kimi-k2 | Active | 3h ago | 142.00 | 12 | 215 | 280.00 |
| bedrock | nova-micro | Active | 39m ago | 121.00 | 65 | 149 | 270.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 3h ago | 110.00 | 21 | 160 | 0.00 |
| bedrock | llama-4-maverick | Active | 39m ago | 108.00 | 3 | 139 | 260.00 |
| bedrock | nova-lite | Active | 39m ago | 101.00 | 39 | 130 | 300.00 |
| bedrock | llama-4-scout | Active | 39m ago | 101.00 | 4 | 129 | 270.00 |
| bedrock | llama-3.3-70b | Active | 39m ago | 99.20 | 3 | 137 | 290.00 |
| together | qwen-2.5-7b | Active | 3h ago | 93.20 | 11 | 145 | 240.00 |
| bedrock | nova-pro | Active | 39m ago | 90.80 | 13 | 121 | 350.00 |
| openai | gpt-3.5-turbo | Active | 3h ago | 78.30 | 13 | 126 | 470.00 |
| openai | GPT-5.1-codex-max | Active | 3h ago | 77.60 | 11 | 118 | 1440.00 |
| gemini-2.5-flash-lite | Active | 3h ago | 75.10 | 10 | 132 | 540.00 | |
| together | llama-3.1-70b | Active | 7d ago | 72.60 | 7 | 129 | 390.00 |
| openai | gpt-4.1-nano | Active | 3h ago | 71.10 | 9 | 149 | 450.00 |
| together | mistral-7b | Active | 7d ago | 70.50 | 2 | 91 | 550.00 |
| openai | gpt-4o | Active | 3h ago | 69.00 | 7 | 173 | 1340.00 |
| fireworks | mixtral-8x22b | Active | 3d ago | 67.80 | 29 | 112 | 430.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 3h ago | 66.30 | 5 | 101 | 1060.00 | |
| deepinfra | mistral-7b | Stale(Medium) | 3h ago | 64.30 | 5 | 136 | 580.00 |
| deepinfra | mixtral-8x22b | Stale(Medium) | 15d ago | 59.40 | 14 | 78 | 380.00 |
| together | mixtral-8x7b | Active | 3h ago | 58.70 | 13 | 114 | 170.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 3h ago | 58.30 | 3 | 131 | 670.00 |
| together | llama-3.2-3b | Active | 3h ago | 56.30 | 5 | 121 | 1520.00 |
| gemini-2.0-flash | Active | 29d ago | 54.00 | 29 | 66 | 680.00 | |
| together | llama-3.3-70b | Active | 3h ago | 53.80 | 1 | 146 | 1430.00 |
| together | qwen-2.5-72b | Active | 26d ago | 52.20 | 4 | 71 | 570.00 |
| gemini-2.0-flash-lite | Active | 29d ago | 52.00 | 45 | 62 | 710.00 | |
| anthropic | claude-haiku-4.5 | Active | 3h ago | 51.30 | 19 | 74 | 570.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 3h ago | 51.10 | 6 | 97 | 450.00 |
| fireworks | llama-3.3-70b | Active | 3h ago | 50.90 | 4 | 95 | 1200.00 |
| openai | gpt-4.1-mini | Active | 3h ago | 50.80 | 15 | 97 | 470.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 3h ago | 49.50 | 14 | 76 | 0.00 |
| bedrock | llama-3.2-90b | Active | 39m ago | 47.20 | 6 | 51 | 350.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 3h ago | 45.30 | 9 | 71 | 310.00 |
| together | deepseek-r1 | Active | 3h ago | 43.70 | 1 | 69 | 1010.00 |
| openai | gpt-4o-mini | Active | 3h ago | 43.40 | 20 | 95 | 350.00 |
| bedrock | mistral-large | Active | 39m ago | 42.30 | 3 | 47 | 340.00 |
| bedrock | claude-haiku-4.5 | Active | 39m ago | 41.80 | 4 | 62 | 1060.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 3h ago | 40.50 | 2 | 72 | 1720.00 | |
| deepinfra | llama-3.2-1b | Stale(Medium) | 3h ago | 38.90 | 1 | 100 | 630.00 |
| deepinfra | llama-3.2-3b | Stale(Medium) | 3h ago | 38.30 | 1 | 97 | 790.00 |
| openai | gpt-4.1 | Active | 3h ago | 37.60 | 6 | 82 | 490.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 3h ago | 35.50 | 3 | 57 | 520.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 3h ago | 35.00 | 2 | 55 | 640.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 3h ago | 34.00 | 3 | 76 | 890.00 |
| bedrock | claude-3-7-sonnet | Active | 40m ago | 33.20 | 5 | 44 | 740.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 3h ago | 32.00 | 2 | 50 | 710.00 |
| openai | gpt-4-turbo | Active | 3h ago | 32.00 | 2 | 52 | 540.00 |
| bedrock | claude-3-5-sonnet | Active | 40m ago | 32.00 | 2 | 44 | 660.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 3h ago | 31.20 | 1 | 74 | 2650.00 |
| bedrock | claude-3-5-haiku | Active | 40m ago | 30.40 | 1 | 38 | 750.00 |
| openai | GPT-5.1 | Active | 3h ago | 30.00 | 3 | 57 | 970.00 |
| openai | gpt-4 | Active | 3h ago | 27.40 | 3 | 47 | 670.00 |
| openai | GPT-5.2 | Active | 3h ago | 26.60 | 9 | 40 | 940.00 |
| openai | GPT-5.1-codex | Active | 3h ago | 25.70 | 3 | 48 | 1290.00 |
| openai | GPT-5.1-codex-mini | Active | 3h ago | 25.20 | 1 | 55 | 1200.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 3h ago | 23.90 | 1 | 34 | 1120.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 3h ago | 23.20 | 1 | 46 | 700.00 |
| cerebras | qwen-3-235b-instruct | Active | 29d ago | 22.90 | 19 | 27 | 2750.00 |
| bedrock | claude-sonnet-4.5 | Active | 39m ago | 22.30 | 5 | 29 | 1620.00 |
| together | llama-3.1-405b | Active | 27d ago | 20.50 | 6 | 29 | 1180.00 |
| anthropic | claude-4-sonnet | Active | 3h ago | 19.90 | 1 | 31 | 2050.00 |
| anthropic | claude-opus-4.5 | Active | 3h ago | 19.90 | 2 | 33 | 1860.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 3h ago | 19.80 | 1 | 49 | 2250.00 |
| bedrock | claude-3-opus | Active | 14d ago | 19.20 | 4 | 22 | 860.00 |
| bedrock | claude-opus-4.5 | Active | 39m ago | 18.30 | 4 | 24 | 1990.00 |
| anthropic | Claude Opus 4.1 | Active | 3h ago | 18.10 | 8 | 27 | 1470.00 |
| anthropic | claude-4-opus | Active | 3h ago | 17.80 | 5 | 24 | 1260.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 3h ago | 15.10 | 1 | 62 | 2540.00 |
| openai | gpt-5.2-codex | Active | 3h ago | 12.80 | 1 | 27 | 1860.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 3h ago | 11.30 | 1 | 38 | 5490.00 |
| openai | o1-pro | Likely Deprecated(Medium) | 3h ago | 8.98 | 1 | 18 | 650.00 |
| openai | GPT-5.2-pro | Active | 3h ago | 8.38 | 1 | 14 | 5080.00 |
Lifecycle snapshot
Loading status summary…