☁️ 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 | GPT-oss-safeguard-20b | groq | 304 tok/s |
| 2 | llama-3.1-8b | groq | 239 tok/s |
| 3 | qwen3.6-27b | groq | 217 tok/s |
| 4 | Google: Nano Banana (Gemini 2.5 Flash Image) | 169 tok/s | |
| 5 | qwen-3-32b | groq | 165 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 89 of 89 modelsFlagged statuses: likely_deprecated, deprecated, failing, stale, never_succeeded, disabledTable throughput uses visible output tokens when available; generated average and charts show total generated work, including reasoning tokens.
| Status | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| groq | GPT-oss-safeguard-20b | Active | 29m ago | 304.00 | 655.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 42m ago | 239.00 | 239.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 28m ago | 217.00 | 211.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 2d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 26m ago | 169.00 | 169.00 | Visible | 9 | 263 | 940.00 | |
| groq | qwen-3-32b | Active | 43m ago | 165.00 | 162.00 | Visible | 1 | 241 | 0.00 |
| groq | llama-3.3-70b | Active | 42m ago | 156.00 | 156.00 | Visible | 1 | 275 | 0.00 |
| bedrock | nova-micro | Active | 28m ago | 123.00 | 123.00 | Visible | 34 | 173 | 270.00 |
| groq | llama-4-scout | Active | 1h ago | 116.00 | 116.00 | Visible | 3 | 245 | 0.00 |
| together | qwen-2-1.5b-instruct | Active | 28d ago | 116.00 | 116.00 | Visible | 59 | 143 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 5d ago | 114.00 | 145.00 | Visible | 15 | 230 | 1430.00 |
| fireworks | GPT-oss-120b | Active | 1h ago | 114.00 | 190.00 | Visible | 26 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 28m ago | 97.70 | 97.70 | Visible | 28 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 29m ago | 94.80 | 94.80 | Visible | 6 | 111 | 420.00 |
| bedrock | nova-pro | Active | 28m ago | 94.50 | 94.50 | Visible | 6 | 131 | 380.00 |
| bedrock | nova-lite | Active | 28m ago | 92.50 | 92.50 | Visible | 5 | 128 | 330.00 |
| bedrock | llama-4-scout | Active | 28m ago | 91.50 | 91.50 | Visible | 1 | 123 | 340.00 |
| openai | o1 | Active | 6d ago | 88.70 | 116.00 | Visible | 19 | 163 | 2140.00 |
| openai | GPT-5.1-codex-mini | Active | 1h ago | 84.70 | 84.80 | Visible | 5 | 108 | 990.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 27m ago | 84.10 | 120.00 | Visible | 14 | 162 | 1840.00 |
| bedrock | llama-3.3-70b | Active | 28m ago | 82.90 | 82.90 | Visible | 1 | 128 | 490.00 |
| bedrock | mistral-7b | Active | 28m ago | 82.40 | 82.40 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 29m ago | 78.10 | 78.10 | Visible | 12 | 85 | 220.00 |
| gemini-2.5-flash-lite | Active | 53m ago | 78.10 | 78.10 | Visible | 23 | 120 | 510.00 | |
| bedrock | mixtral-8x7b | Active | 28m ago | 74.40 | 74.40 | Visible | 1 | 81 | 270.00 |
| together | Qwen2.5-7B-Instruct-Turbo | Active | 28d ago | 71.50 | 71.50 | Visible | 62 | 78 | 0.00 |
| fireworks | minimax-m2p7 | Active | 30m ago | 69.70 | 67.70 | Visible | 2 | 136 | 0.00 |
| openai | GPT-5.1-codex | Active | 1h ago | 69.70 | 69.80 | Visible | 8 | 87 | 1000.00 |
| together | GLM-5.2 | Active | 42m ago | 67.50 | 87.80 | Visible | 1 | 158 | 0.00 |
| together | Kimi-K2.7-Code | Active | 45m ago | 65.80 | 121.00 | Visible | 0 | 207 | 0.00 |
| together | GLM-5 | Active | 28d ago | 64.90 | 64.90 | Visible | 47 | 81 | 0.00 |
| together | MiniMax-M3 | Active | 27d ago | 64.50 | 118.00 | Visible | 31 | 110 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 1h ago | 63.40 | 109.00 | Visible | 7 | 128 | 2800.00 |
| together | nemotron-3-ultra-550b-a55b | Active | 28d ago | 62.60 | 99.50 | Visible | 25 | 87 | 0.00 |
| openai | GPT-5-chat-latest | Active | 1h ago | 61.40 | 61.40 | Visible | 4 | 79 | 1060.00 |
| openai | GPT-5-codex | Active | 48m ago | 59.20 | 60.70 | Visible | 1 | 115 | 1380.00 |
| bedrock | mistral-small | Active | 28m ago | 56.80 | 56.80 | Visible | 29 | 61 | 210.00 |
| openai | GPT-5.1-chat-latest | Active | 46m ago | 52.30 | 56.60 | Visible | 12 | 74 | 1630.00 |
| openai | gpt-5.2-codex | Active | 57m ago | 51.90 | 52.20 | Visible | 2 | 68 | 1210.00 |
| openai | gpt-4.1-nano | Active | 1h ago | 51.80 | 51.80 | Visible | 2 | 88 | 890.00 |
| together | GPT-oss-120b | Active | 28d ago | 50.70 | 121.00 | Visible | 15 | 83 | 0.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 25m ago | 49.80 | 74.20 | Visible | 3 | 165 | 1720.00 |
| openai | gpt-4.1 | Active | 1h ago | 47.90 | 47.90 | Visible | 13 | 73 | 700.00 |
| bedrock | llama-3.2-90b | Active | 29m ago | 47.00 | 47.00 | Visible | 13 | 50 | 350.00 |
| fireworks | kimi-k2p6 | Active | 1h ago | 46.10 | 45.90 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 27m ago | 45.30 | 45.30 | Visible | 7 | 67 | 790.00 |
| bedrock | claude-haiku-4.5 | Active | 29m ago | 43.80 | 43.80 | Visible | 19 | 60 | 850.00 |
| openai | GPT-5.4-mini | Active | 1h ago | 43.40 | 62.10 | Visible | 4 | 70 | 1220.00 |
| bedrock | mistral-large | Active | 28m ago | 42.70 | 42.70 | Visible | 11 | 47 | 250.00 |
| openai | gpt-3.5-turbo | Active | 1h ago | 41.60 | 41.60 | Visible | 1 | 76 | 1260.00 |
| together | GPT-oss-20b | Active | 28d ago | 40.90 | 104.00 | Visible | 22 | 77 | 0.00 |
| openai | GPT-5.2-chat-latest | Active | 56m ago | 40.50 | 42.00 | Visible | 6 | 54 | 1880.00 |
| together | Meta-Llama-3-8B-Instruct-Lite | Active | 28d ago | 39.30 | 39.30 | Visible | 16 | 56 | 0.00 |
| openai | gpt-4o | Active | 1h ago | 39.20 | 39.20 | Visible | 8 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 1h ago | 37.10 | 37.10 | Visible | 2 | 61 | 1140.00 |
| bedrock | llama-3-70b | Active | 29m ago | 35.90 | 35.90 | Visible | 4 | 42 | 350.00 |
| openai | gpt-4o-mini | Active | 1h ago | 35.70 | 35.70 | Visible | 6 | 54 | 1010.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 48m ago | 35.00 | 52.70 | Visible | 5 | 75 | 4340.00 |
| fireworks | glm-5p2 | Active | 1h ago | 33.10 | 33.30 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 56m ago | 32.20 | 43.50 | Visible | 4 | 59 | 1570.00 |
| anthropic | claude-opus-4-8 | Active | 19d ago | 31.30 | 31.30 | Visible | 5 | 46 | 1300.00 |
| together | DeepSeek-V4-Pro | Active | 28d ago | 30.60 | 30.60 | Visible | 18 | 50 | 0.00 |
| together | Kimi-K2.6 | Active | 28d ago | 30.40 | 30.20 | Visible | 12 | 90 | 0.00 |
| together | GLM-5.1 | Active | 28d ago | 29.10 | 29.10 | Visible | 11 | 50 | 0.00 |
| bedrock | claude-3-5-haiku | Active | 23d ago | 28.00 | 28.00 | Visible | 1 | 37 | 2770.00 |
| fireworks | glm-5p1 | Active | 1h ago | 27.80 | 27.80 | Visible | 2 | 63 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 29m ago | 27.20 | 27.20 | Visible | 8 | 34 | 980.00 |
| openai | GPT-5.4 | Active | 56m ago | 27.10 | 43.70 | Visible | 3 | 47 | 1720.00 |
| bedrock | claude-opus-4.7 | Active | 29m ago | 26.80 | 26.80 | Visible | 3 | 39 | 1960.00 |
| anthropic | claude-4-sonnet | Active | 27d ago | 25.10 | 25.10 | Visible | 19 | 29 | 930.00 |
| bedrock | llama-3.1-70b | Active | 29m ago | 24.80 | 24.80 | Visible | 1 | 26 | 650.00 |
| anthropic | claude-sonnet-4.6 | Active | 46m ago | 24.30 | 24.30 | Visible | 7 | 34 | 1170.00 |
| openai | gpt-4 | Active | 59m ago | 23.60 | 23.60 | Visible | 3 | 39 | 1350.00 |
| openai | GPT-5.2 | Active | 54m ago | 23.30 | 33.30 | Visible | 4 | 38 | 1810.00 |
| bedrock | claude-sonnet-4.5 | Active | 29m ago | 22.50 | 22.50 | Visible | 5 | 29 | 1360.00 |
| anthropic | claude-opus-4.5 | Active | 19d ago | 21.70 | 21.70 | Visible | 5 | 36 | 1550.00 |
| openai | GPT-5.5 | Active | 39m ago | 21.70 | 27.40 | Visible | 7 | 32 | 1960.00 |
| bedrock | claude-opus-4.6 | Active | 29m ago | 20.90 | 20.90 | Visible | 6 | 25 | 1710.00 |
| bedrock | claude-opus-4.5 | Active | 29m ago | 20.30 | 20.30 | Visible | 2 | 24 | 1640.00 |
| together | Qwen3-235B-A22B-Instruct-2507-FP8 | Active | 27d ago | 18.90 | 18.90 | Visible | 2 | 66 | 0.00 |
| openai | o3-pro | Active | 54m ago | 18.20 | 24.00 | Visible | 3 | 40 | 23900.00 |
| bedrock | llama-3.1-405b | Active | 3d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3720.00 |
| openai | GPT-5.3-codex | Active | 54m ago | 15.80 | 38.20 | Visible | 0 | 34 | 2420.00 |
| anthropic | claude-4-opus | Active | 27d ago | 15.70 | 15.70 | Visible | 9 | 19 | 1680.00 |
| anthropic | claude-fable-5 | Active | 29d ago | 15.00 | 15.00 | Visible | 15 | 15 | 4260.00 |
| openai | GPT-5.2-pro | Active | 59m ago | 14.80 | 17.80 | Visible | 4 | 23 | 29500.00 |
| openai | GPT-5.5-pro | Active | 1h ago | 11.80 | 25.30 | Visible | 0 | 29 | 24800.00 |
| bedrock | claude-opus-4.1 | Active | 29m ago | 8.88 | 8.88 | Visible | 2 | 16 | 3240.00 |
| together | Llama-Guard-4-12B | Active | 28d ago | 2.87 | 5.74 | Visible | 1 | 4 | 0.00 |
Lifecycle snapshot
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