☁️ 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!! 😊
Fastest Models Right Now (updated <24h)
| # | Model | Provider | Speed |
|---|---|---|---|
| 1 | llama-3.1-8b | groq | 325 tok/s |
| 2 | qwen-3-32b | groq | 236 tok/s |
| 3 | llama-4-scout | groq | 213 tok/s |
| 4 | llama-3.1-8b | cerebras | 202 tok/s |
| 5 | llama-3.3-70b | groq | 202 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 | 2h ago | 325.00 | 87 | 471 | 90.00 |
| cerebras | qwen-3-32b | Active | 15d ago | 245.00 | 4 | 444 | 390.00 |
| groq | qwen-3-32b | Active | 2h ago | 236.00 | 2 | 391 | 280.00 |
| groq | llama-4-scout | Active | 2h ago | 213.00 | 38 | 335 | 210.00 |
| cerebras | llama-3.1-8b | Active | 2h ago | 202.00 | 2 | 343 | 720.00 |
| groq | llama-3.3-70b | Active | 2h ago | 202.00 | 68 | 322 | 130.00 |
| cerebras | gpt-oss-120b | Active | 2h ago | 194.00 | 13 | 380 | 810.00 |
| groq | llama-4-maverick | Active | 2h ago | 182.00 | 12 | 307 | 430.00 |
| cerebras | llama-3.3-70b | Active | 15d ago | 181.00 | 17 | 338 | 450.00 |
| together | llama-3.1-8b | Active | 2h ago | 144.00 | 2 | 232 | 560.00 |
| groq | kimi-k2 | Active | 5h ago | 143.00 | 12 | 215 | 290.00 |
| bedrock | nova-micro | Active | 31m ago | 122.00 | 65 | 149 | 270.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 2h ago | 110.00 | 21 | 160 | 0.00 |
| bedrock | llama-4-maverick | Active | 31m ago | 108.00 | 3 | 139 | 260.00 |
| bedrock | nova-lite | Active | 31m ago | 101.00 | 39 | 130 | 300.00 |
| bedrock | llama-4-scout | Active | 31m ago | 101.00 | 4 | 129 | 270.00 |
| bedrock | llama-3.3-70b | Active | 31m ago | 99.10 | 3 | 137 | 280.00 |
| together | qwen-2.5-7b | Active | 2h ago | 92.90 | 11 | 145 | 240.00 |
| bedrock | nova-pro | Active | 31m ago | 91.20 | 13 | 121 | 350.00 |
| cerebras | qwen-3-235b-instruct | Active | 28d ago | 85.20 | 19 | 171 | 1270.00 |
| openai | gpt-3.5-turbo | Active | 2h ago | 78.70 | 13 | 126 | 470.00 |
| openai | GPT-5.1-codex-max | Active | 2h ago | 77.50 | 11 | 118 | 1460.00 |
| gemini-2.5-flash-lite | Active | 2h ago | 75.30 | 34 | 132 | 520.00 | |
| together | llama-3.1-70b | Active | 6d ago | 72.50 | 7 | 129 | 390.00 |
| openai | gpt-4.1-nano | Active | 2h ago | 71.20 | 9 | 149 | 430.00 |
| together | mistral-7b | Active | 6d ago | 70.30 | 2 | 91 | 540.00 |
| openai | gpt-4o | Active | 2h ago | 68.80 | 7 | 173 | 1340.00 |
| fireworks | mixtral-8x22b | Active | 2d ago | 68.00 | 29 | 112 | 420.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 2h ago | 66.60 | 5 | 101 | 1060.00 | |
| deepinfra | mistral-7b | Stale(Medium) | 2h ago | 63.70 | 5 | 136 | 570.00 |
| deepinfra | mixtral-8x22b | Stale(Medium) | 13d ago | 59.10 | 14 | 78 | 370.00 |
| together | mixtral-8x7b | Active | 2h ago | 58.50 | 13 | 114 | 160.00 |
| together | llama-3.2-3b | Active | 2h ago | 58.00 | 5 | 121 | 1490.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 2h ago | 57.40 | 3 | 131 | 660.00 |
| together | llama-3.3-70b | Active | 2h ago | 53.60 | 1 | 146 | 1430.00 |
| gemini-2.0-flash | Active | 28d ago | 53.30 | 29 | 68 | 700.00 | |
| together | qwen-2.5-72b | Active | 25d ago | 53.00 | 4 | 71 | 510.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 2h ago | 52.10 | 6 | 97 | 440.00 |
| gemini-2.0-flash-lite | Active | 28d ago | 51.50 | 11 | 64 | 960.00 | |
| anthropic | claude-haiku-4.5 | Active | 2h ago | 51.00 | 16 | 74 | 590.00 |
| openai | gpt-4.1-mini | Active | 2h ago | 50.50 | 15 | 97 | 480.00 |
| fireworks | llama-3.3-70b | Active | 2h ago | 50.50 | 4 | 95 | 1200.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 2h ago | 49.10 | 14 | 76 | 0.00 |
| bedrock | llama-3.2-90b | Active | 31m ago | 47.20 | 6 | 51 | 350.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 2h ago | 44.90 | 9 | 71 | 310.00 |
| together | deepseek-r1 | Active | 2h ago | 44.30 | 1 | 69 | 1010.00 |
| openai | gpt-4o-mini | Active | 2h ago | 43.50 | 20 | 95 | 350.00 |
| bedrock | mistral-large | Active | 31m ago | 42.40 | 3 | 47 | 340.00 |
| bedrock | claude-haiku-4.5 | Active | 31m ago | 41.80 | 4 | 63 | 1080.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 2h ago | 40.60 | 2 | 72 | 1730.00 | |
| openai | gpt-4.1 | Active | 2h ago | 37.40 | 6 | 82 | 490.00 |
| deepinfra | llama-3.2-1b | Stale(Medium) | 2h ago | 37.10 | 1 | 100 | 630.00 |
| deepinfra | llama-3.2-3b | Stale(Medium) | 2h ago | 36.60 | 1 | 97 | 800.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 2h ago | 35.70 | 3 | 57 | 510.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 2h ago | 35.30 | 2 | 55 | 610.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 2h ago | 33.80 | 3 | 76 | 880.00 |
| bedrock | claude-3-7-sonnet | Active | 31m ago | 33.20 | 5 | 44 | 740.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 2h ago | 32.20 | 2 | 50 | 700.00 |
| bedrock | claude-3-5-sonnet | Active | 31m ago | 32.00 | 2 | 44 | 660.00 |
| openai | gpt-4-turbo | Active | 2h ago | 32.00 | 2 | 52 | 530.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 5h ago | 31.30 | 1 | 74 | 2490.00 |
| bedrock | claude-3-5-haiku | Active | 31m ago | 30.40 | 1 | 38 | 750.00 |
| openai | GPT-5.1 | Active | 2h ago | 29.90 | 3 | 57 | 970.00 |
| openai | gpt-4 | Active | 2h ago | 27.30 | 2 | 47 | 660.00 |
| openai | GPT-5.2 | Active | 2h ago | 26.60 | 9 | 40 | 950.00 |
| openai | GPT-5.1-codex | Active | 2h ago | 25.60 | 3 | 48 | 1300.00 |
| openai | GPT-5.1-codex-mini | Active | 2h ago | 24.80 | 1 | 55 | 1250.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 2h ago | 23.70 | 1 | 34 | 1120.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 2h ago | 23.30 | 3 | 46 | 660.00 |
| bedrock | claude-sonnet-4.5 | Active | 31m ago | 22.30 | 5 | 29 | 1610.00 |
| together | llama-3.1-405b | Active | 26d ago | 20.50 | 6 | 29 | 1120.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 2h ago | 20.00 | 1 | 49 | 2040.00 |
| anthropic | claude-opus-4.5 | Active | 2h ago | 19.80 | 2 | 33 | 1880.00 |
| anthropic | claude-4-sonnet | Active | 2h ago | 19.70 | 1 | 31 | 2090.00 |
| bedrock | claude-3-opus | Active | 13d ago | 19.10 | 4 | 22 | 870.00 |
| bedrock | claude-opus-4.5 | Active | 31m ago | 18.30 | 4 | 24 | 1990.00 |
| anthropic | Claude Opus 4.1 | Active | 2h ago | 18.00 | 8 | 27 | 1470.00 |
| anthropic | claude-4-opus | Active | 2h ago | 17.70 | 5 | 24 | 1280.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 2h ago | 15.60 | 1 | 62 | 2470.00 |
| openai | gpt-5.2-codex | Active | 5h ago | 12.80 | 1 | 27 | 1860.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 2h ago | 12.00 | 1 | 38 | 5130.00 |
| openai | o1-pro | Likely Deprecated(Medium) | 2h ago | 8.94 | 1 | 18 | 650.00 |
| openai | GPT-5.2-pro | Active | 2h ago | 8.36 | 1 | 14 | 5190.00 |
Lifecycle snapshot
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