☁️ 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 | 307 tok/s |
| 2 | qwen-3-32b | groq | 211 tok/s |
| 3 | llama-4-scout | groq | 192 tok/s |
| 4 | llama-3.3-70b | groq | 192 tok/s |
| 5 | llama-3.1-8b | cerebras | 169 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 98 of 98 modelsFlagged statuses: likely_deprecated, deprecated, failing, stale, never_succeeded, disabled
| Status | |||||||
|---|---|---|---|---|---|---|---|
| groq | llama-3.1-8b | Active | 3h ago | 307.00 | 130 | 459 | 100.00 |
| groq | qwen-3-32b | Active | 3h ago | 211.00 | 2 | 374 | 320.00 |
| groq | llama-4-maverick | Active | 10d ago | 203.00 | 1 | 307 | 710.00 |
| groq | llama-4-scout | Active | 3h ago | 192.00 | 38 | 335 | 250.00 |
| groq | llama-3.3-70b | Active | 3h ago | 192.00 | 68 | 340 | 140.00 |
| cerebras | gpt-oss-120b | Active | 7d ago | 183.00 | 1 | 380 | 1210.00 |
| cerebras | llama-3.1-8b | Active | 3h ago | 169.00 | 1 | 353 | 1320.00 |
| together | llama-3.1-8b | Active | 5d ago | 141.00 | 3 | 228 | 340.00 |
| groq | kimi-k2 | Active | 3h ago | 136.00 | 12 | 215 | 330.00 |
| bedrock | nova-micro | Active | 11m ago | 121.00 | 65 | 152 | 270.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 3h ago | 109.00 | 8 | 164 | 0.00 |
| bedrock | llama-4-maverick | Active | 11m ago | 107.00 | 3 | 139 | 280.00 |
| openai | o3-mini-2025-01-31 | Active | 3h ago | 107.00 | 15 | 155 | 0.00 |
| bedrock | nova-lite | Active | 11m ago | 100.00 | 22 | 132 | 300.00 |
| bedrock | llama-4-scout | Active | 11m ago | 100.00 | 6 | 130 | 280.00 |
| bedrock | llama-3.3-70b | Active | 11m ago | 96.30 | 3 | 136 | 300.00 |
| openai | GPT-5.4-nano-2026-03-17 | Active | 3h ago | 94.50 | 45 | 120 | 450.00 |
| openai | GPT-5.4-nano | Active | 3h ago | 94.30 | 65 | 120 | 380.00 |
| together | qwen-2.5-7b | Active | 3h ago | 93.50 | 1 | 145 | 500.00 |
| openai | o1 | Active | 3h ago | 84.70 | 41 | 141 | 0.00 |
| openai | GPT-5.4-mini-2026-03-17 | Active | 3h ago | 84.60 | 42 | 119 | 440.00 |
| bedrock | nova-pro | Active | 11m ago | 84.50 | 19 | 121 | 370.00 |
| openai | GPT-5.1-codex-max | Active | 3h ago | 82.30 | 11 | 118 | 1270.00 |
| deepinfra | mistral-7b | Stale(Medium) | 3h ago | 80.00 | 5 | 148 | 610.00 |
| openai | GPT-5.4-mini | Active | 3h ago | 78.90 | 16 | 111 | 760.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 3h ago | 76.10 | 9 | 140 | 590.00 |
| together | llama-3.1-70b | Active | 22d ago | 74.90 | 15 | 129 | 330.00 |
| openai | gpt-3.5-turbo | Active | 3h ago | 74.60 | 13 | 126 | 520.00 |
| gemini-2.5-flash-lite | Active | 3h ago | 72.40 | 10 | 117 | 550.00 | |
| fireworks | mixtral-8x22b | Active | 3h ago | 70.20 | 29 | 111 | 390.00 |
| openai | gpt-4.1-nano | Active | 3h ago | 70.10 | 9 | 149 | 490.00 |
| together | mistral-7b | Active | 22d ago | 69.80 | 6 | 90 | 400.00 |
| openai | gpt-4o | Active | 3h ago | 67.70 | 8 | 173 | 1500.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 3h ago | 66.00 | 5 | 105 | 990.00 | |
| together | mixtral-8x7b | Active | 3h ago | 61.00 | 14 | 114 | 170.00 |
| deepinfra | mixtral-8x22b | Stale(Medium) | 29d ago | 59.20 | 52 | 66 | 500.00 |
| together | deepseek-r1 | Active | 3h ago | 54.80 | 1 | 113 | 740.00 |
| together | llama-3.2-3b | Active | 13d ago | 54.80 | 5 | 121 | 1450.00 |
| fireworks | llama-3.3-70b | Active | 3h ago | 54.50 | 1 | 108 | 1640.00 |
| together | llama-3.3-70b | Active | 3h ago | 51.70 | 1 | 146 | 1230.00 |
| openai | GPT-5-chat-latest | Active | 3h ago | 51.70 | 17 | 76 | 720.00 |
| openai | gpt-4.1-mini | Active | 3h ago | 51.40 | 15 | 109 | 440.00 |
| anthropic | claude-haiku-4.5 | Active | 3h ago | 51.20 | 19 | 73 | 550.00 |
| openai | o4-mini-2025-04-16 | Active | 3h ago | 49.30 | 28 | 57 | 0.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 3h ago | 49.00 | 4 | 72 | 0.00 |
| bedrock | llama-3.2-90b | Active | 11m ago | 46.70 | 2 | 50 | 370.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 3h ago | 45.10 | 18 | 69 | 320.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 3h ago | 44.30 | 3 | 85 | 690.00 |
| openai | gpt-4.1 | Active | 3h ago | 41.40 | 15 | 83 | 510.00 |
| bedrock | mistral-large | Active | 11m ago | 40.60 | 2 | 47 | 570.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 3h ago | 40.50 | 2 | 72 | 1730.00 | |
| deepinfra | llama-3.2-1b | Stale(Medium) | 3h ago | 40.30 | 1 | 100 | 860.00 |
| openai | gpt-4o-mini | Active | 3h ago | 39.50 | 7 | 64 | 400.00 |
| bedrock | claude-haiku-4.5 | Active | 11m ago | 39.40 | 3 | 62 | 1190.00 |
| deepinfra | llama-3.2-3b | Stale(Medium) | 3h ago | 39.20 | 2 | 99 | 840.00 |
| openai | o3-2025-04-16 | Active | 3h ago | 38.40 | 17 | 61 | 0.00 |
| openai | GPT-5.1-2025-11-13 | Active | 3h ago | 37.10 | 21 | 48 | 730.00 |
| openai | o3 | Active | 3h ago | 35.10 | 19 | 63 | 0.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 3h ago | 34.90 | 3 | 57 | 600.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 3h ago | 34.30 | 3 | 82 | 830.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 3h ago | 34.00 | 2 | 55 | 650.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 3h ago | 33.10 | 1 | 82 | 3520.00 |
| bedrock | claude-3-5-sonnet | Active | 11m ago | 32.70 | 1 | 46 | 650.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 3h ago | 32.50 | 1 | 50 | 790.00 |
| openai | gpt-4-turbo | Active | 3h ago | 32.30 | 7 | 52 | 520.00 |
| bedrock | claude-3-7-sonnet | Active | 11m ago | 32.10 | 2 | 42 | 770.00 |
| openai | GPT-5.4-2026-03-05 | Active | 3h ago | 32.00 | 25 | 38 | 640.00 |
| bedrock | claude-3-5-haiku | Active | 11m ago | 31.80 | 9 | 38 | 640.00 |
| openai | GPT-5.2-2025-12-11 | Active | 3h ago | 31.10 | 22 | 40 | 700.00 |
| openai | GPT-5.1 | Active | 3h ago | 29.90 | 2 | 57 | 1100.00 |
| openai | GPT-5.1-chat-latest | Active | 3h ago | 28.30 | 17 | 41 | 990.00 |
| openai | GPT-5.4 | Active | 3h ago | 27.80 | 15 | 40 | 960.00 |
| openai | GPT-5.2 | Active | 3h ago | 27.40 | 4 | 40 | 950.00 |
| openai | gpt-4 | Active | 3h ago | 27.20 | 8 | 47 | 630.00 |
| openai | GPT-5.1-codex | Active | 3h ago | 26.40 | 1 | 48 | 1260.00 |
| openai | GPT-5.1-codex-mini | Active | 6h ago | 25.40 | 1 | 52 | 1190.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 3h ago | 24.70 | 1 | 39 | 840.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 3h ago | 23.30 | 1 | 44 | 1100.00 |
| bedrock | claude-sonnet-4.5 | Active | 11m ago | 21.90 | 1 | 28 | 1690.00 |
| openai | GPT-5.3-codex | Active | 3h ago | 21.60 | 7 | 32 | 1170.00 |
| anthropic | claude-opus-4.5 | Active | 3h ago | 20.60 | 2 | 33 | 1790.00 |
| anthropic | claude-4-sonnet | Active | 3h ago | 19.40 | 6 | 31 | 1910.00 |
| bedrock | claude-3-opus | Active | 28d ago | 19.30 | 8 | 22 | 920.00 |
| bedrock | claude-opus-4.5 | Active | 11m ago | 19.30 | 1 | 27 | 1980.00 |
| anthropic | Claude Opus 4.1 | Active | 3h ago | 17.50 | 7 | 27 | 1570.00 |
| anthropic | claude-4-opus | Active | 3h ago | 17.30 | 5 | 22 | 1340.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 3h ago | 17.30 | 1 | 46 | 2590.00 |
| openai | gpt-5.2-codex | Active | 3h ago | 13.80 | 1 | 27 | 1710.00 |
| openai | o1-pro | Likely Deprecated(Medium) | 3h ago | 9.70 | 1 | 18 | 670.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 3h ago | 8.76 | 1 | 60 | 2530.00 |
| openai | GPT-5.2-pro | Active | 3h ago | 8.56 | 4 | 14 | 4900.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 3h ago | 8.36 | 1 | 53 | 5520.00 |
| openai | GPT-5-codex | Active | 3h ago | 7.55 | 1 | 14 | 1570.00 |
| openai | GPT-5.2-chat-latest | Active | 3h ago | 7.37 | 4 | 17 | 1730.00 |
| openai | o3-pro | Active | 3h ago | 6.50 | 3 | 10 | 730.00 |
| openai | o3-pro-2025-06-10 | Active | 3h ago | 6.26 | 3 | 11 | 1250.00 |
| openai | GPT-5-pro | Active | 3h ago | 3.69 | 2 | 5 | 0.00 |
| openai | GPT-5.2-pro-2025-12-11 | Active | 3h ago | 1.85 | 1 | 3 | 8280.00 |
Lifecycle snapshot
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