☁️ 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 | 322 tok/s |
| 2 | qwen-3-32b | groq | 234 tok/s |
| 3 | llama-4-scout | groq | 210 tok/s |
| 4 | llama-3.3-70b | groq | 203 tok/s |
| 5 | llama-3.1-8b | cerebras | 196 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 | 51m ago | 322.00 | 87 | 471 | 90.00 |
| cerebras | qwen-3-32b | Active | 18d ago | 245.00 | 4 | 444 | 410.00 |
| groq | qwen-3-32b | Active | 51m ago | 234.00 | 2 | 391 | 300.00 |
| groq | llama-4-scout | Active | 51m ago | 210.00 | 38 | 335 | 210.00 |
| groq | llama-3.3-70b | Active | 51m ago | 203.00 | 68 | 322 | 120.00 |
| cerebras | llama-3.1-8b | Active | 53m ago | 196.00 | 1 | 348 | 930.00 |
| cerebras | gpt-oss-120b | Active | 53m ago | 191.00 | 13 | 380 | 820.00 |
| groq | llama-4-maverick | Active | 51m ago | 188.00 | 12 | 307 | 400.00 |
| cerebras | llama-3.3-70b | Active | 18d ago | 187.00 | 17 | 318 | 400.00 |
| together | llama-3.1-8b | Active | 49m ago | 142.00 | 2 | 232 | 530.00 |
| groq | kimi-k2 | Active | 51m ago | 141.00 | 12 | 215 | 310.00 |
| bedrock | nova-micro | Active | 29m ago | 122.00 | 65 | 150 | 270.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 51m ago | 110.00 | 21 | 160 | 0.00 |
| bedrock | llama-4-maverick | Active | 29m ago | 108.00 | 3 | 139 | 270.00 |
| bedrock | nova-lite | Active | 29m ago | 101.00 | 39 | 130 | 300.00 |
| bedrock | llama-4-scout | Active | 29m ago | 101.00 | 4 | 129 | 270.00 |
| bedrock | llama-3.3-70b | Active | 29m ago | 98.70 | 3 | 137 | 290.00 |
| together | qwen-2.5-7b | Active | 49m ago | 93.70 | 11 | 145 | 240.00 |
| bedrock | nova-pro | Active | 29m ago | 90.50 | 13 | 121 | 350.00 |
| openai | gpt-3.5-turbo | Active | 49m ago | 78.50 | 13 | 126 | 470.00 |
| openai | GPT-5.1-codex-max | Active | 51m ago | 78.10 | 11 | 118 | 1430.00 |
| gemini-2.5-flash-lite | Active | 49m ago | 75.30 | 10 | 132 | 530.00 | |
| together | llama-3.1-70b | Active | 8d ago | 72.20 | 7 | 129 | 400.00 |
| openai | gpt-4.1-nano | Active | 51m ago | 71.30 | 9 | 149 | 450.00 |
| together | mistral-7b | Active | 8d ago | 70.50 | 2 | 91 | 520.00 |
| openai | gpt-4o | Active | 49m ago | 69.20 | 11 | 173 | 1330.00 |
| fireworks | mixtral-8x22b | Active | 5d ago | 67.80 | 29 | 112 | 430.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 49m ago | 66.60 | 5 | 101 | 1030.00 | |
| deepinfra | mistral-7b | Stale(Medium) | 52m ago | 64.50 | 5 | 136 | 610.00 |
| together | mixtral-8x7b | Active | 49m ago | 59.60 | 24 | 114 | 150.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 53m ago | 59.20 | 9 | 131 | 590.00 |
| deepinfra | mixtral-8x22b | Stale(Medium) | 16d ago | 59.10 | 14 | 78 | 390.00 |
| together | llama-3.2-3b | Active | 49m ago | 56.80 | 5 | 121 | 1500.00 |
| together | qwen-2.5-72b | Active | 28d ago | 55.60 | 43 | 71 | 310.00 |
| together | llama-3.3-70b | Active | 49m ago | 53.80 | 1 | 146 | 1420.00 |
| anthropic | claude-haiku-4.5 | Active | 54m ago | 51.80 | 19 | 74 | 550.00 |
| fireworks | llama-3.3-70b | Active | 51m ago | 51.10 | 4 | 95 | 1210.00 |
| openai | gpt-4.1-mini | Active | 51m ago | 50.90 | 15 | 85 | 470.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 51m ago | 49.50 | 14 | 76 | 0.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 51m ago | 49.30 | 4 | 96 | 540.00 |
| bedrock | llama-3.2-90b | Active | 29m ago | 47.20 | 6 | 51 | 350.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 51m ago | 45.40 | 9 | 71 | 310.00 |
| together | deepseek-r1 | Active | 49m ago | 44.30 | 1 | 104 | 1000.00 |
| openai | gpt-4o-mini | Active | 49m ago | 42.90 | 20 | 95 | 360.00 |
| bedrock | mistral-large | Active | 29m ago | 42.10 | 3 | 47 | 360.00 |
| bedrock | claude-haiku-4.5 | Active | 30m ago | 41.50 | 4 | 62 | 1080.00 |
| deepinfra | llama-3.2-1b | Stale(Medium) | 52m ago | 41.10 | 1 | 100 | 630.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 49m ago | 40.80 | 2 | 72 | 1700.00 | |
| deepinfra | llama-3.2-3b | Stale(Medium) | 52m ago | 40.50 | 1 | 98 | 790.00 |
| openai | gpt-4.1 | Active | 50m ago | 37.80 | 6 | 82 | 500.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 51m ago | 35.40 | 3 | 57 | 540.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 51m ago | 35.10 | 2 | 55 | 660.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 52m ago | 34.20 | 3 | 76 | 880.00 |
| bedrock | claude-3-7-sonnet | Active | 30m ago | 33.10 | 5 | 44 | 740.00 |
| bedrock | claude-3-5-sonnet | Active | 30m ago | 32.20 | 2 | 44 | 660.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 52m ago | 32.10 | 2 | 50 | 690.00 |
| openai | gpt-4-turbo | Active | 49m ago | 32.10 | 2 | 52 | 540.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 53m ago | 31.00 | 1 | 74 | 2560.00 |
| bedrock | claude-3-5-haiku | Active | 30m ago | 30.60 | 4 | 38 | 690.00 |
| openai | GPT-5.1 | Active | 51m ago | 30.00 | 3 | 57 | 950.00 |
| openai | gpt-4 | Active | 49m ago | 27.50 | 3 | 47 | 660.00 |
| openai | GPT-5.2 | Active | 51m ago | 26.70 | 9 | 40 | 930.00 |
| openai | GPT-5.1-codex | Active | 51m ago | 25.70 | 3 | 48 | 1280.00 |
| openai | GPT-5.1-codex-mini | Active | 51m ago | 25.40 | 1 | 55 | 1180.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 52m ago | 24.30 | 1 | 36 | 990.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 52m ago | 22.70 | 1 | 46 | 990.00 |
| bedrock | claude-sonnet-4.5 | Active | 30m ago | 22.30 | 5 | 29 | 1620.00 |
| together | llama-3.1-405b | Active | 28d ago | 21.30 | 11 | 29 | 960.00 |
| anthropic | claude-4-sonnet | Active | 53m ago | 20.20 | 1 | 31 | 1980.00 |
| anthropic | claude-opus-4.5 | Active | 54m ago | 20.10 | 2 | 33 | 1850.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 53m ago | 19.40 | 1 | 46 | 2430.00 |
| bedrock | claude-3-opus | Active | 15d ago | 19.20 | 4 | 22 | 860.00 |
| bedrock | claude-opus-4.5 | Active | 30m ago | 18.40 | 4 | 24 | 1980.00 |
| anthropic | Claude Opus 4.1 | Active | 53m ago | 18.00 | 8 | 27 | 1470.00 |
| anthropic | claude-4-opus | Active | 53m ago | 17.70 | 5 | 24 | 1280.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 52m ago | 14.40 | 1 | 62 | 2590.00 |
| openai | gpt-5.2-codex | Active | 6h ago | 12.80 | 1 | 27 | 1860.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 53m ago | 10.90 | 1 | 38 | 5760.00 |
| openai | o1-pro | Likely Deprecated(Medium) | 50m ago | 9.16 | 1 | 18 | 650.00 |
| openai | GPT-5.2-pro | Active | 51m ago | 8.56 | 4 | 14 | 4910.00 |
Lifecycle snapshot
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