☁️ 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 | 213 tok/s |
| 3 | llama-4-scout | groq | 193 tok/s |
| 4 | llama-3.3-70b | groq | 193 tok/s |
| 5 | llama-3.1-8b | cerebras | 171 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 | 31m ago | 307.00 | 130 | 459 | 100.00 |
| groq | qwen-3-32b | Active | 31m ago | 213.00 | 2 | 374 | 320.00 |
| groq | llama-4-maverick | Active | 9d ago | 204.00 | 1 | 307 | 700.00 |
| groq | llama-4-scout | Active | 31m ago | 193.00 | 38 | 335 | 250.00 |
| groq | llama-3.3-70b | Active | 31m ago | 193.00 | 68 | 340 | 140.00 |
| cerebras | gpt-oss-120b | Active | 6d ago | 184.00 | 1 | 380 | 1190.00 |
| cerebras | llama-3.1-8b | Active | 32m ago | 171.00 | 1 | 353 | 1310.00 |
| together | llama-3.1-8b | Active | 4d ago | 141.00 | 3 | 228 | 360.00 |
| groq | kimi-k2 | Active | 6h ago | 136.00 | 12 | 215 | 330.00 |
| bedrock | nova-micro | Active | 22m ago | 121.00 | 65 | 152 | 270.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 29m ago | 109.00 | 8 | 164 | 0.00 |
| bedrock | llama-4-maverick | Active | 22m ago | 107.00 | 3 | 139 | 270.00 |
| bedrock | llama-4-scout | Active | 22m ago | 101.00 | 6 | 130 | 280.00 |
| openai | o3-mini-2025-01-31 | Active | 30m ago | 101.00 | 15 | 155 | 0.00 |
| bedrock | nova-lite | Active | 22m ago | 100.00 | 22 | 132 | 300.00 |
| openai | GPT-5.4-nano | Active | 29m ago | 98.90 | 68 | 120 | 360.00 |
| bedrock | llama-3.3-70b | Active | 22m ago | 96.30 | 3 | 136 | 290.00 |
| openai | GPT-5.4-mini | Active | 29m ago | 96.20 | 82 | 111 | 350.00 |
| openai | GPT-5.4-nano-2026-03-17 | Active | 30m ago | 93.90 | 66 | 120 | 440.00 |
| together | qwen-2.5-7b | Active | 28m ago | 93.20 | 1 | 145 | 500.00 |
| openai | GPT-5.4-mini-2026-03-17 | Active | 30m ago | 92.50 | 42 | 119 | 440.00 |
| bedrock | nova-pro | Active | 22m ago | 85.10 | 19 | 121 | 370.00 |
| openai | GPT-5.1-codex-max | Active | 29m ago | 82.00 | 11 | 118 | 1260.00 |
| deepinfra | mistral-7b | Stale(Medium) | 32m ago | 79.30 | 5 | 148 | 610.00 |
| openai | o1 | Active | 30m ago | 75.40 | 41 | 141 | 0.00 |
| together | llama-3.1-70b | Active | 21d ago | 75.10 | 15 | 129 | 330.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 32m ago | 74.80 | 9 | 140 | 590.00 |
| openai | gpt-3.5-turbo | Active | 28m ago | 74.80 | 13 | 126 | 520.00 |
| gemini-2.5-flash-lite | Active | 28m ago | 72.20 | 10 | 117 | 550.00 | |
| openai | gpt-4.1-nano | Active | 29m ago | 70.20 | 9 | 149 | 490.00 |
| fireworks | mixtral-8x22b | Active | 31m ago | 70.10 | 29 | 111 | 390.00 |
| together | mistral-7b | Active | 21d ago | 70.00 | 6 | 90 | 390.00 |
| openai | gpt-4o | Active | 28m ago | 67.80 | 8 | 173 | 1490.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 28m ago | 66.10 | 5 | 105 | 980.00 | |
| together | mixtral-8x7b | Active | 28m ago | 60.90 | 14 | 114 | 170.00 |
| together | llama-3.2-3b | Active | 12d ago | 55.00 | 5 | 121 | 1440.00 |
| fireworks | llama-3.3-70b | Active | 31m ago | 54.60 | 1 | 108 | 1660.00 |
| together | deepseek-r1 | Active | 28m ago | 54.50 | 1 | 113 | 740.00 |
| deepinfra | mixtral-8x22b | Stale(Medium) | 28d ago | 51.70 | 14 | 66 | 670.00 |
| together | llama-3.3-70b | Active | 28m ago | 51.70 | 1 | 146 | 1240.00 |
| openai | gpt-4.1-mini | Active | 29m ago | 51.40 | 15 | 109 | 440.00 |
| anthropic | claude-haiku-4.5 | Active | 32m ago | 51.30 | 19 | 73 | 550.00 |
| openai | o4-mini-2025-04-16 | Active | 29m ago | 49.60 | 41 | 57 | 0.00 |
| openai | GPT-5-chat-latest | Active | 31m ago | 49.40 | 30 | 64 | 680.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 29m ago | 48.80 | 4 | 72 | 0.00 |
| bedrock | llama-3.2-90b | Active | 22m ago | 46.70 | 2 | 51 | 370.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 31m ago | 45.00 | 18 | 69 | 320.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 31m ago | 44.40 | 3 | 85 | 680.00 |
| openai | gpt-4.1 | Active | 29m ago | 41.10 | 10 | 83 | 510.00 |
| bedrock | mistral-large | Active | 22m ago | 40.60 | 2 | 47 | 570.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 28m ago | 40.50 | 2 | 72 | 1720.00 | |
| deepinfra | llama-3.2-1b | Stale(Medium) | 32m ago | 40.40 | 1 | 100 | 860.00 |
| openai | gpt-4o-mini | Active | 28m ago | 39.60 | 7 | 64 | 400.00 |
| deepinfra | llama-3.2-3b | Stale(Medium) | 32m ago | 39.40 | 2 | 99 | 830.00 |
| bedrock | claude-haiku-4.5 | Active | 22m ago | 39.30 | 3 | 62 | 1190.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 31m ago | 34.80 | 3 | 57 | 600.00 |
| openai | GPT-5.1-2025-11-13 | Active | 30m ago | 34.50 | 21 | 43 | 790.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 32m ago | 34.30 | 3 | 82 | 840.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 31m ago | 34.00 | 2 | 55 | 650.00 |
| openai | o3 | Active | 30m ago | 33.60 | 19 | 56 | 0.00 |
| bedrock | claude-3-5-sonnet | Active | 22m ago | 32.70 | 2 | 46 | 650.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 32m ago | 32.50 | 1 | 50 | 780.00 |
| openai | gpt-4-turbo | Active | 28m ago | 32.40 | 7 | 52 | 520.00 |
| openai | o3-2025-04-16 | Active | 30m ago | 32.40 | 17 | 41 | 0.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 32m ago | 32.20 | 1 | 82 | 3530.00 |
| bedrock | claude-3-7-sonnet | Active | 22m ago | 32.10 | 2 | 42 | 770.00 |
| bedrock | claude-3-5-haiku | Active | 22m ago | 31.70 | 9 | 38 | 640.00 |
| openai | GPT-5.4-2026-03-05 | Active | 30m ago | 31.30 | 25 | 36 | 720.00 |
| openai | GPT-5.2-2025-12-11 | Active | 30m ago | 31.10 | 22 | 40 | 700.00 |
| openai | GPT-5.1 | Active | 29m ago | 29.80 | 2 | 57 | 1100.00 |
| openai | GPT-5.4 | Active | 29m ago | 27.50 | 15 | 36 | 1000.00 |
| openai | GPT-5.2 | Active | 29m ago | 27.20 | 4 | 40 | 960.00 |
| openai | gpt-4 | Active | 28m ago | 27.20 | 8 | 47 | 630.00 |
| openai | GPT-5.1-codex | Active | 29m ago | 26.40 | 1 | 48 | 1250.00 |
| openai | GPT-5.1-codex-mini | Active | 29m ago | 25.40 | 1 | 52 | 1190.00 |
| openai | GPT-5.1-chat-latest | Active | 30m ago | 25.10 | 17 | 39 | 1100.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 31m ago | 24.80 | 1 | 39 | 830.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 31m ago | 23.30 | 1 | 44 | 1090.00 |
| bedrock | claude-sonnet-4.5 | Active | 22m ago | 22.00 | 1 | 28 | 1680.00 |
| openai | GPT-5.3-codex | Active | 29m ago | 21.50 | 7 | 32 | 1200.00 |
| anthropic | claude-opus-4.5 | Active | 32m ago | 20.60 | 2 | 33 | 1790.00 |
| bedrock | claude-3-opus | Active | 27d ago | 19.50 | 8 | 22 | 890.00 |
| anthropic | claude-4-sonnet | Active | 32m ago | 19.40 | 6 | 31 | 1900.00 |
| bedrock | claude-opus-4.5 | Active | 22m ago | 19.30 | 1 | 27 | 1960.00 |
| anthropic | Claude Opus 4.1 | Active | 32m ago | 17.60 | 7 | 27 | 1570.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 32m ago | 17.50 | 1 | 46 | 2570.00 |
| anthropic | claude-4-opus | Active | 32m ago | 17.30 | 5 | 22 | 1340.00 |
| openai | gpt-5.2-codex | Active | 6h ago | 13.90 | 1 | 27 | 1710.00 |
| openai | o1-pro | Likely Deprecated(Medium) | 29m ago | 9.63 | 1 | 18 | 670.00 |
| openai | GPT-5-codex | Active | 31m ago | 9.09 | 1 | 14 | 1430.00 |
| openai | GPT-5.2-pro | Active | 29m ago | 8.58 | 4 | 14 | 4850.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 32m ago | 8.41 | 1 | 60 | 2650.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 32m ago | 8.40 | 1 | 53 | 5620.00 |
| openai | GPT-5.2-chat-latest | Active | 30m ago | 7.40 | 4 | 17 | 1780.00 |
| openai | o3-pro-2025-06-10 | Active | 30m ago | 6.70 | 4 | 11 | 2150.00 |
| openai | o3-pro | Active | 30m ago | 5.92 | 3 | 10 | 0.00 |
| openai | GPT-5-pro | Active | 31m ago | 3.65 | 2 | 5 | 0.00 |
| openai | GPT-5.2-pro-2025-12-11 | Active | 3h ago | 1.41 | 1 | 2 | 7880.00 |
Lifecycle snapshot
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