☁️ 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.
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Fastest Models Right Now (updated <24h)
| # | Model | Provider | Speed |
|---|---|---|---|
| 1 | llama-3.1-8b | groq | 311 tok/s |
| 2 | qwen-3-32b | groq | 218 tok/s |
| 3 | llama-3.3-70b | groq | 197 tok/s |
| 4 | llama-4-scout | groq | 195 tok/s |
| 5 | llama-3.1-8b | cerebras | 173 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 80 of 80 modelsFlagged statuses: likely_deprecated, deprecated, failing, stale, never_succeeded, disabled
| Status | |||||||
|---|---|---|---|---|---|---|---|
| groq | llama-3.1-8b | Active | 37m ago | 311.00 | 87 | 471 | 90.00 |
| cerebras | qwen-3-32b | Active | 28d ago | 292.00 | 212 | 374 | 190.00 |
| groq | qwen-3-32b | Active | 37m ago | 218.00 | 2 | 374 | 310.00 |
| groq | llama-4-maverick | Active | 7d ago | 202.00 | 1 | 307 | 680.00 |
| groq | llama-3.3-70b | Active | 37m ago | 197.00 | 68 | 340 | 140.00 |
| groq | llama-4-scout | Active | 37m ago | 195.00 | 38 | 335 | 250.00 |
| cerebras | gpt-oss-120b | Active | 4d ago | 183.00 | 1 | 380 | 1160.00 |
| cerebras | llama-3.1-8b | Active | 39m ago | 173.00 | 1 | 353 | 1310.00 |
| cerebras | llama-3.3-70b | Active | 28d ago | 170.00 | 35 | 251 | 480.00 |
| together | llama-3.1-8b | Active | 2d ago | 141.00 | 3 | 228 | 350.00 |
| groq | kimi-k2 | Active | 37m ago | 139.00 | 12 | 215 | 310.00 |
| bedrock | nova-micro | Active | 38m ago | 121.00 | 65 | 152 | 270.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 37m ago | 109.00 | 8 | 164 | 0.00 |
| bedrock | llama-4-maverick | Active | 38m ago | 108.00 | 3 | 139 | 270.00 |
| bedrock | nova-lite | Active | 38m ago | 101.00 | 39 | 132 | 300.00 |
| bedrock | llama-4-scout | Active | 38m ago | 101.00 | 6 | 130 | 280.00 |
| bedrock | llama-3.3-70b | Active | 38m ago | 96.80 | 3 | 136 | 290.00 |
| together | qwen-2.5-7b | Active | 36m ago | 92.00 | 1 | 145 | 510.00 |
| bedrock | nova-pro | Active | 38m ago | 87.20 | 29 | 121 | 360.00 |
| openai | GPT-5.1-codex-max | Active | 37m ago | 81.90 | 11 | 118 | 1260.00 |
| deepinfra | mistral-7b | Stale(Medium) | 39m ago | 77.90 | 5 | 148 | 640.00 |
| openai | gpt-3.5-turbo | Active | 36m ago | 75.60 | 13 | 126 | 510.00 |
| together | llama-3.1-70b | Active | 19d ago | 73.90 | 15 | 129 | 330.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 39m ago | 72.30 | 9 | 140 | 600.00 |
| gemini-2.5-flash-lite | Active | 36m ago | 72.10 | 10 | 117 | 550.00 | |
| openai | gpt-4.1-nano | Active | 37m ago | 70.60 | 9 | 149 | 470.00 |
| together | mistral-7b | Active | 19d ago | 70.20 | 6 | 91 | 370.00 |
| fireworks | mixtral-8x22b | Active | 37m ago | 69.30 | 29 | 111 | 400.00 |
| openai | gpt-4o | Active | 36m ago | 69.00 | 13 | 173 | 1310.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 36m ago | 66.30 | 5 | 105 | 980.00 | |
| together | mixtral-8x7b | Active | 36m ago | 61.00 | 14 | 114 | 170.00 |
| deepinfra | mixtral-8x22b | Stale(Medium) | 26d ago | 56.30 | 14 | 66 | 550.00 |
| together | llama-3.2-3b | Active | 10d ago | 56.10 | 5 | 121 | 1450.00 |
| fireworks | llama-3.3-70b | Active | 37m ago | 54.80 | 1 | 108 | 1670.00 |
| together | deepseek-r1 | Active | 36m ago | 52.90 | 1 | 113 | 770.00 |
| together | llama-3.3-70b | Active | 36m ago | 52.40 | 1 | 146 | 1250.00 |
| anthropic | claude-haiku-4.5 | Active | 3h ago | 51.70 | 19 | 73 | 540.00 |
| openai | gpt-4.1-mini | Active | 37m ago | 51.60 | 15 | 109 | 440.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 37m ago | 49.10 | 4 | 76 | 0.00 |
| bedrock | llama-3.2-90b | Active | 38m ago | 46.80 | 2 | 51 | 370.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 37m ago | 45.30 | 18 | 69 | 320.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 38m ago | 44.80 | 3 | 85 | 680.00 |
| bedrock | mistral-large | Active | 38m ago | 40.90 | 2 | 47 | 550.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 36m ago | 40.60 | 2 | 72 | 1700.00 | |
| openai | gpt-4.1 | Active | 37m ago | 40.50 | 10 | 83 | 510.00 |
| deepinfra | llama-3.2-1b | Stale(Medium) | 38m ago | 40.40 | 1 | 100 | 840.00 |
| openai | gpt-4o-mini | Active | 36m ago | 39.70 | 7 | 64 | 400.00 |
| deepinfra | llama-3.2-3b | Stale(Medium) | 38m ago | 39.60 | 2 | 99 | 800.00 |
| bedrock | claude-haiku-4.5 | Active | 38m ago | 39.20 | 3 | 62 | 1200.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 39m ago | 35.40 | 3 | 82 | 730.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 37m ago | 34.40 | 3 | 57 | 600.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 38m ago | 33.50 | 2 | 55 | 650.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 39m ago | 32.80 | 1 | 50 | 790.00 |
| bedrock | claude-3-5-sonnet | Active | 38m ago | 32.70 | 2 | 46 | 650.00 |
| bedrock | claude-3-7-sonnet | Active | 38m ago | 32.50 | 2 | 43 | 750.00 |
| openai | gpt-4-turbo | Active | 36m ago | 32.30 | 7 | 52 | 520.00 |
| bedrock | claude-3-5-haiku | Active | 38m ago | 31.60 | 9 | 38 | 650.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 39m ago | 30.70 | 1 | 82 | 3540.00 |
| openai | GPT-5.1 | Active | 37m ago | 29.60 | 2 | 57 | 1100.00 |
| openai | gpt-4 | Active | 36m ago | 27.40 | 8 | 47 | 630.00 |
| openai | GPT-5.4 | Active | 37m ago | 27.30 | 15 | 36 | 1080.00 |
| openai | GPT-5.2 | Active | 37m ago | 27.10 | 4 | 40 | 970.00 |
| openai | GPT-5.1-codex | Active | 37m ago | 26.10 | 1 | 48 | 1250.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 38m ago | 25.30 | 1 | 39 | 780.00 |
| openai | GPT-5.1-codex-mini | Active | 37m ago | 25.30 | 1 | 55 | 1190.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 38m ago | 22.60 | 1 | 44 | 1120.00 |
| bedrock | claude-sonnet-4.5 | Active | 38m ago | 22.00 | 2 | 28 | 1700.00 |
| openai | GPT-5.3-codex | Active | 37m ago | 21.30 | 7 | 32 | 1220.00 |
| anthropic | claude-opus-4.5 | Active | 3h ago | 20.50 | 2 | 33 | 1820.00 |
| anthropic | claude-4-sonnet | Active | 3h ago | 19.90 | 6 | 31 | 1820.00 |
| bedrock | claude-3-opus | Active | 25d ago | 19.60 | 8 | 22 | 850.00 |
| bedrock | claude-opus-4.5 | Active | 38m ago | 19.00 | 1 | 27 | 1990.00 |
| anthropic | Claude Opus 4.1 | Active | 3h ago | 17.60 | 7 | 27 | 1550.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 39m ago | 17.60 | 1 | 46 | 2580.00 |
| anthropic | claude-4-opus | Active | 3h ago | 17.40 | 5 | 22 | 1330.00 |
| openai | gpt-5.2-codex | Active | 3h ago | 13.60 | 1 | 27 | 1720.00 |
| openai | o1-pro | Likely Deprecated(Medium) | 37m ago | 9.61 | 1 | 18 | 670.00 |
| openai | GPT-5.2-pro | Active | 37m ago | 8.59 | 4 | 14 | 4780.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 39m ago | 8.44 | 1 | 53 | 6050.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 39m ago | 8.04 | 1 | 61 | 2690.00 |
Lifecycle snapshot
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