☁️ 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 | 301 tok/s |
| 2 | qwen-3-32b | groq | 206 tok/s |
| 3 | llama-3.3-70b | groq | 188 tok/s |
| 4 | llama-4-scout | groq | 185 tok/s |
| 5 | llama-3.1-8b | cerebras | 169 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 96 of 96 modelsFlagged statuses: likely_deprecated, deprecated, failing, stale, never_succeeded, disabled
| Status | |||||||
|---|---|---|---|---|---|---|---|
| groq | llama-3.1-8b | Active | 3h ago | 301.00 | 130 | 450 | 100.00 |
| groq | qwen-3-32b | Active | 3h ago | 206.00 | 15 | 287 | 200.00 |
| groq | llama-4-maverick | Active | 14d ago | 202.00 | 1 | 307 | 830.00 |
| groq | llama-3.3-70b | Active | 3h ago | 188.00 | 68 | 340 | 150.00 |
| groq | llama-4-scout | Active | 3h ago | 185.00 | 38 | 333 | 260.00 |
| cerebras | gpt-oss-120b | Active | 11d ago | 183.00 | 1 | 380 | 1270.00 |
| cerebras | llama-3.1-8b | Active | 3h ago | 169.00 | 1 | 353 | 1350.00 |
| together | llama-3.1-8b | Active | 9d ago | 143.00 | 3 | 228 | 360.00 |
| groq | kimi-k2 | Active | 6h ago | 131.00 | 12 | 215 | 360.00 |
| bedrock | nova-micro | Active | 25m ago | 123.00 | 65 | 152 | 260.00 |
| openai | o3-mini-2025-01-31 | Active | 3h ago | 112.00 | 15 | 160 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 3h ago | 109.00 | 8 | 169 | 0.00 |
| bedrock | llama-4-maverick | Active | 25m ago | 105.00 | 1 | 145 | 510.00 |
| bedrock | nova-lite | Active | 25m ago | 100.00 | 22 | 132 | 300.00 |
| bedrock | llama-4-scout | Active | 25m ago | 99.70 | 3 | 130 | 300.00 |
| bedrock | llama-3.3-70b | Active | 25m ago | 96.40 | 3 | 136 | 310.00 |
| openai | GPT-5.4-nano | Active | 3h ago | 93.50 | 43 | 129 | 400.00 |
| together | qwen-2.5-7b | Active | 3h ago | 92.30 | 1 | 145 | 520.00 |
| openai | o1 | Active | 3h ago | 90.70 | 21 | 147 | 0.00 |
| openai | GPT-5.4-nano-2026-03-17 | Active | 3h ago | 88.80 | 36 | 125 | 490.00 |
| deepinfra | mistral-7b | Stale(Medium) | 3h ago | 87.80 | 5 | 148 | 530.00 |
| openai | GPT-5.1-codex-max | Active | 3h ago | 84.00 | 11 | 118 | 1260.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 3h ago | 82.40 | 9 | 140 | 560.00 |
| bedrock | nova-pro | Active | 25m ago | 82.20 | 19 | 121 | 380.00 |
| openai | GPT-5.4-mini | Active | 3h ago | 80.00 | 16 | 111 | 540.00 |
| together | llama-3.1-70b | Active | 26d ago | 79.90 | 15 | 129 | 300.00 |
| openai | GPT-5.4-mini-2026-03-17 | Active | 3h ago | 77.20 | 9 | 119 | 610.00 |
| openai | gpt-3.5-turbo | Active | 3h ago | 74.00 | 4 | 126 | 520.00 |
| gemini-2.5-flash-lite | Active | 3h ago | 73.10 | 10 | 117 | 540.00 | |
| fireworks | mixtral-8x22b | Active | 3h ago | 72.00 | 29 | 111 | 360.00 |
| openai | gpt-4.1-nano | Active | 3h ago | 70.70 | 9 | 149 | 480.00 |
| together | mistral-7b | Active | 26d ago | 69.30 | 34 | 90 | 240.00 |
| openai | gpt-4o | Active | 3h ago | 65.20 | 8 | 142 | 1540.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 3h ago | 64.90 | 5 | 105 | 1030.00 | |
| together | mixtral-8x7b | Active | 3h ago | 60.70 | 8 | 114 | 200.00 |
| together | deepseek-r1 | Active | 3h ago | 56.30 | 1 | 113 | 750.00 |
| together | llama-3.2-3b | Active | 17d ago | 54.20 | 5 | 121 | 1500.00 |
| fireworks | llama-3.3-70b | Active | 3h ago | 53.70 | 1 | 108 | 1650.00 |
| openai | o4-mini-2025-04-16 | Active | 3h ago | 52.50 | 28 | 74 | 0.00 |
| openai | gpt-4.1-mini | Active | 3h ago | 52.10 | 15 | 109 | 430.00 |
| together | llama-3.3-70b | Active | 3h ago | 51.00 | 1 | 121 | 1210.00 |
| openai | GPT-5-chat-latest | Active | 3h ago | 50.20 | 13 | 82 | 560.00 |
| anthropic | claude-haiku-4.5 | Active | 3h ago | 50.10 | 3 | 73 | 640.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 3h ago | 49.60 | 4 | 77 | 0.00 |
| bedrock | llama-3.2-90b | Active | 25m ago | 46.60 | 2 | 50 | 370.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 3h ago | 45.00 | 18 | 69 | 320.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 3h ago | 41.80 | 3 | 78 | 690.00 |
| openai | gpt-4.1 | Active | 3h ago | 41.30 | 15 | 83 | 520.00 |
| bedrock | mistral-large | Active | 25m ago | 40.70 | 2 | 47 | 550.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 3h ago | 40.00 | 2 | 72 | 1720.00 | |
| bedrock | claude-haiku-4.5 | Active | 25m ago | 39.90 | 3 | 62 | 1140.00 |
| openai | gpt-4o-mini | Active | 3h ago | 39.80 | 7 | 64 | 400.00 |
| openai | o3-2025-04-16 | Active | 3h ago | 39.80 | 13 | 68 | 0.00 |
| deepinfra | llama-3.2-1b | Stale(Medium) | 3h ago | 39.10 | 3 | 100 | 800.00 |
| openai | GPT-5.1-2025-11-13 | Active | 3h ago | 38.20 | 18 | 62 | 760.00 |
| deepinfra | llama-3.2-3b | Stale(Medium) | 3h ago | 37.90 | 2 | 99 | 840.00 |
| openai | o3 | Active | 3h ago | 37.90 | 12 | 63 | 0.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 3h ago | 37.30 | 1 | 84 | 3490.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 3h ago | 34.50 | 3 | 82 | 910.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 3h ago | 34.30 | 3 | 57 | 610.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 3h ago | 33.90 | 2 | 55 | 640.00 |
| bedrock | claude-3-5-sonnet | Active | 25m ago | 32.70 | 1 | 46 | 650.00 |
| openai | gpt-4-turbo | Active | 3h ago | 32.40 | 1 | 52 | 520.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 3h ago | 32.10 | 1 | 50 | 790.00 |
| bedrock | claude-3-5-haiku | Active | 25m ago | 32.10 | 6 | 38 | 640.00 |
| bedrock | claude-3-7-sonnet | Active | 25m ago | 32.10 | 2 | 42 | 770.00 |
| openai | GPT-5.1 | Active | 3h ago | 31.60 | 2 | 64 | 1080.00 |
| openai | GPT-5.4-2026-03-05 | Active | 3h ago | 30.70 | 18 | 40 | 680.00 |
| openai | GPT-5.2-2025-12-11 | Active | 3h ago | 30.50 | 22 | 40 | 670.00 |
| openai | GPT-5.4 | Active | 3h ago | 29.40 | 15 | 41 | 840.00 |
| openai | GPT-5.1-chat-latest | Active | 3h ago | 28.10 | 13 | 42 | 960.00 |
| openai | GPT-5.2 | Active | 3h ago | 27.90 | 4 | 47 | 940.00 |
| openai | GPT-5.1-codex | Active | 3h ago | 27.30 | 1 | 52 | 1210.00 |
| openai | gpt-4 | Active | 3h ago | 26.90 | 8 | 47 | 630.00 |
| openai | GPT-5.1-codex-mini | Active | 3h ago | 25.50 | 1 | 50 | 1170.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 3h ago | 23.70 | 1 | 39 | 900.00 |
| openai | GPT-5.3-codex | Active | 3h ago | 23.60 | 7 | 36 | 1000.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 3h ago | 23.40 | 1 | 42 | 1090.00 |
| bedrock | claude-sonnet-4.5 | Active | 25m ago | 21.50 | 1 | 28 | 1720.00 |
| anthropic | claude-opus-4.5 | Active | 3h ago | 20.30 | 2 | 33 | 1850.00 |
| bedrock | claude-opus-4.5 | Active | 25m ago | 19.50 | 1 | 27 | 2020.00 |
| anthropic | claude-4-sonnet | Active | 3h ago | 19.10 | 6 | 32 | 1980.00 |
| anthropic | Claude Opus 4.1 | Active | 3h ago | 17.50 | 7 | 27 | 1540.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 3h ago | 17.50 | 1 | 46 | 2630.00 |
| anthropic | claude-4-opus | Active | 3h ago | 17.10 | 5 | 22 | 1350.00 |
| openai | gpt-5.2-codex | Active | 3h ago | 15.20 | 1 | 35 | 1610.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 3h ago | 12.40 | 1 | 60 | 2110.00 |
| openai | GPT-5.2-chat-latest | Active | 3h ago | 10.10 | 2 | 24 | 1630.00 |
| openai | o1-pro | Likely Deprecated(Medium) | 3h ago | 9.84 | 1 | 18 | 550.00 |
| openai | GPT-5.2-pro | Active | 3h ago | 8.74 | 4 | 14 | 4820.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 3h ago | 7.53 | 1 | 53 | 5380.00 |
| openai | GPT-5-codex | Active | 15h ago | 7.17 | 1 | 14 | 1720.00 |
| openai | o3-pro | Active | 3h ago | 6.56 | 2 | 13 | 660.00 |
| openai | o3-pro-2025-06-10 | Active | 3h ago | 6.41 | 3 | 11 | 1300.00 |
| openai | GPT-5-pro | Active | 3h ago | 3.79 | 1 | 6 | 0.00 |
| openai | GPT-5.2-pro-2025-12-11 | Active | 3h ago | 1.91 | 1 | 4 | 8110.00 |
Lifecycle snapshot
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