☁️ 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 | 287 tok/s |
| 2 | qwen-3-32b | groq | 202 tok/s |
| 3 | llama-3.1-8b | cerebras | 191 tok/s |
| 4 | llama-4-scout | groq | 186 tok/s |
| 5 | llama-3.3-70b | groq | 175 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 94 of 94 modelsFlagged statuses: likely_deprecated, deprecated, failing, stale, never_succeeded, disabled
| Status | |||||||
|---|---|---|---|---|---|---|---|
| groq | llama-3.1-8b | Active | 35m ago | 287.00 | 130 | 424 | 100.00 |
| groq | llama-4-maverick | Active | 24d ago | 224.00 | 1 | 302 | 1560.00 |
| groq | qwen-3-32b | Active | 35m ago | 202.00 | 11 | 284 | 210.00 |
| cerebras | llama-3.1-8b | Active | 36m ago | 191.00 | 1 | 353 | 1020.00 |
| groq | llama-4-scout | Active | 35m ago | 186.00 | 7 | 333 | 290.00 |
| groq | llama-3.3-70b | Active | 35m ago | 175.00 | 40 | 340 | 180.00 |
| cerebras | gpt-oss-120b | Active | 21d ago | 175.00 | 1 | 348 | 1740.00 |
| together | llama-3.1-8b | Active | 19d ago | 148.00 | 41 | 228 | 220.00 |
| groq | kimi-k2 | Active | 35m ago | 129.00 | 12 | 211 | 340.00 |
| bedrock | nova-micro | Active | 16m ago | 124.00 | 64 | 152 | 260.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 32m ago | 110.00 | 8 | 169 | 0.00 |
| bedrock | llama-4-maverick | Active | 16m ago | 105.00 | 1 | 145 | 530.00 |
| openai | o3-mini-2025-01-31 | Active | 33m ago | 105.00 | 15 | 160 | 0.00 |
| bedrock | nova-lite | Active | 16m ago | 98.80 | 20 | 132 | 300.00 |
| bedrock | llama-4-scout | Active | 16m ago | 98.20 | 3 | 130 | 310.00 |
| bedrock | llama-3.3-70b | Active | 16m ago | 94.10 | 2 | 128 | 310.00 |
| openai | GPT-5.4-nano | Active | 33m ago | 91.60 | 42 | 134 | 400.00 |
| openai | GPT-5.1-codex-max | Active | 33m ago | 91.00 | 14 | 117 | 1110.00 |
| deepinfra | mistral-7b | Stale(Medium) | 35m ago | 89.10 | 10 | 148 | 490.00 |
| together | qwen-2.5-7b | Active | 31m ago | 88.10 | 1 | 139 | 530.00 |
| openai | GPT-5.4-nano-2026-03-17 | Active | 34m ago | 86.90 | 36 | 125 | 450.00 |
| openai | o1 | Active | 33m ago | 81.90 | 21 | 147 | 40.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 36m ago | 77.30 | 9 | 140 | 530.00 |
| bedrock | nova-pro | Active | 16m ago | 76.70 | 19 | 118 | 390.00 |
| openai | GPT-5.4-mini | Active | 33m ago | 76.60 | 16 | 111 | 480.00 |
| gemini-2.5-flash-lite | Active | 31m ago | 74.80 | 10 | 117 | 530.00 | |
| openai | gpt-4.1-nano | Active | 32m ago | 74.70 | 18 | 139 | 420.00 |
| fireworks | mixtral-8x22b | Active | 35m ago | 74.70 | 28 | 111 | 330.00 |
| openai | GPT-5.4-mini-2026-03-17 | Active | 34m ago | 73.80 | 9 | 119 | 520.00 |
| openai | gpt-3.5-turbo | Active | 32m ago | 73.10 | 4 | 125 | 520.00 |
| together | deepseek-r1 | Active | 32m ago | 64.70 | 5 | 113 | 570.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 31m ago | 64.70 | 6 | 105 | 1020.00 | |
| openai | gpt-4o | Active | 32m ago | 59.30 | 5 | 142 | 1570.00 |
| together | mixtral-8x7b | Active | 31m ago | 58.30 | 8 | 114 | 190.00 |
| fireworks | llama-3.3-70b | Active | 35m ago | 57.40 | 1 | 108 | 1270.00 |
| openai | gpt-4.1-mini | Active | 32m ago | 53.50 | 18 | 109 | 390.00 |
| openai | GPT-5-chat-latest | Active | 35m ago | 52.40 | 13 | 83 | 550.00 |
| openai | o4-mini-2025-04-16 | Active | 33m ago | 52.20 | 28 | 77 | 0.00 |
| together | llama-3.3-70b | Active | 32m ago | 52.00 | 2 | 121 | 920.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 32m ago | 50.60 | 4 | 77 | 0.00 |
| together | llama-3.2-3b | Active | 27d ago | 50.50 | 10 | 109 | 1480.00 |
| anthropic | claude-haiku-4.5 | Active | 36m ago | 48.20 | 3 | 73 | 670.00 |
| bedrock | llama-3.2-90b | Active | 16m ago | 46.60 | 2 | 50 | 380.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 36m ago | 46.00 | 1 | 84 | 2110.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 35m ago | 45.50 | 18 | 69 | 320.00 |
| openai | gpt-4.1 | Active | 32m ago | 43.60 | 15 | 85 | 510.00 |
| bedrock | mistral-large | Active | 16m ago | 41.00 | 2 | 47 | 520.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 31m ago | 40.50 | 7 | 65 | 1520.00 | |
| deepinfra | llama-3.2-1b | Stale(Medium) | 35m ago | 40.20 | 3 | 100 | 750.00 |
| openai | o3-2025-04-16 | Active | 33m ago | 40.00 | 9 | 71 | 0.00 |
| deepinfra | llama-3.2-3b | Stale(Medium) | 35m ago | 39.50 | 3 | 99 | 750.00 |
| openai | gpt-4o-mini | Active | 32m ago | 39.00 | 7 | 64 | 430.00 |
| openai | o3 | Active | 33m ago | 38.80 | 9 | 69 | 0.00 |
| bedrock | claude-haiku-4.5 | Active | 17m ago | 38.70 | 3 | 65 | 1210.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 35m ago | 35.70 | 2 | 78 | 760.00 |
| openai | GPT-5.1 | Active | 32m ago | 33.90 | 2 | 64 | 940.00 |
| openai | GPT-5.1-2025-11-13 | Active | 34m ago | 33.80 | 10 | 62 | 840.00 |
| openai | gpt-4-turbo | Active | 8d ago | 33.10 | 1 | 49 | 520.00 |
| bedrock | claude-3-5-haiku | Active | 17m ago | 32.50 | 5 | 38 | 660.00 |
| bedrock | claude-3-5-sonnet | Active | 2d ago | 31.90 | 1 | 46 | 800.00 |
| bedrock | claude-3-7-sonnet | Active | 17m ago | 31.80 | 2 | 42 | 800.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 35m ago | 31.30 | 4 | 82 | 820.00 |
| openai | GPT-5.4 | Active | 33m ago | 30.10 | 9 | 45 | 760.00 |
| openai | GPT-5.4-2026-03-05 | Active | 34m ago | 30.10 | 8 | 42 | 700.00 |
| openai | GPT-5.2 | Active | 33m ago | 29.70 | 4 | 47 | 820.00 |
| openai | GPT-5.2-2025-12-11 | Active | 34m ago | 29.50 | 16 | 43 | 770.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 35m ago | 28.90 | 4 | 51 | 570.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 35m ago | 28.80 | 4 | 52 | 630.00 |
| openai | GPT-5.1-codex | Active | 32m ago | 28.80 | 1 | 52 | 1160.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 35m ago | 28.70 | 1 | 46 | 2470.00 |
| openai | GPT-5.1-chat-latest | Active | 34m ago | 28.40 | 3 | 52 | 970.00 |
| openai | GPT-5.1-codex-mini | Active | 33m ago | 26.00 | 1 | 51 | 1210.00 |
| openai | gpt-4 | Active | 32m ago | 25.80 | 4 | 46 | 650.00 |
| openai | GPT-5.3-codex | Active | 33m ago | 25.70 | 7 | 40 | 840.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 35m ago | 25.10 | 1 | 81 | 1440.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 35m ago | 21.70 | 1 | 39 | 1120.00 |
| anthropic | claude-opus-4.5 | Active | 36m ago | 21.30 | 4 | 31 | 1560.00 |
| bedrock | claude-sonnet-4.5 | Active | 17m ago | 20.90 | 1 | 29 | 1810.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 35m ago | 20.60 | 1 | 42 | 1080.00 |
| anthropic | claude-4-sonnet | Active | 36m ago | 18.90 | 7 | 32 | 1940.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 36m ago | 18.70 | 1 | 43 | 2210.00 |
| bedrock | claude-opus-4.5 | Active | 17m ago | 18.20 | 1 | 27 | 2460.00 |
| anthropic | Claude Opus 4.1 | Active | 36m ago | 17.80 | 7 | 25 | 1460.00 |
| openai | gpt-5.2-codex | Active | 33m ago | 17.20 | 1 | 37 | 1420.00 |
| anthropic | claude-4-opus | Active | 36m ago | 17.10 | 8 | 23 | 1330.00 |
| openai | GPT-5.2-chat-latest | Active | 34m ago | 10.70 | 1 | 27 | 1520.00 |
| openai | o1-pro | Likely Deprecated(Medium) | 32m ago | 9.90 | 1 | 18 | 700.00 |
| openai | GPT-5.2-pro | Active | 33m ago | 9.11 | 4 | 14 | 4540.00 |
| openai | GPT-5-codex | Active | 15h ago | 8.13 | 1 | 23 | 1940.00 |
| openai | o3-pro | Active | 33m ago | 7.55 | 1 | 15 | 360.00 |
| openai | o3-pro-2025-06-10 | Active | 33m ago | 7.46 | 2 | 14 | 470.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 36m ago | 7.05 | 1 | 53 | 5820.00 |
| openai | GPT-5-pro | Active | 35m ago | 4.04 | 1 | 8 | 0.00 |
| openai | GPT-5.2-pro-2025-12-11 | Active | 6h ago | 1.90 | 1 | 4 | 8040.00 |
Lifecycle snapshot
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