☁️ 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 | 238 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 | 22m ago | 304.00 | 655.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 35m ago | 238.00 | 238.00 | Visible | 1 | 357 | 0.00 |
| groq | qwen3.6-27b | Active | 21m ago | 217.00 | 210.00 | 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 | 19m ago | 169.00 | 169.00 | Visible | 9 | 263 | 940.00 | |
| groq | qwen-3-32b | Active | 36m ago | 165.00 | 163.00 | Visible | 1 | 241 | 0.00 |
| groq | llama-3.3-70b | Active | 35m ago | 156.00 | 156.00 | Visible | 1 | 275 | 0.00 |
| bedrock | nova-micro | Active | 23m ago | 123.00 | 123.00 | Visible | 34 | 173 | 270.00 |
| together | qwen-2-1.5b-instruct | Active | 28d ago | 119.00 | 119.00 | Visible | 59 | 143 | 0.00 |
| groq | llama-4-scout | Active | 1h ago | 116.00 | 116.00 | Visible | 3 | 245 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 5d ago | 114.00 | 145.00 | Visible | 15 | 230 | 1430.00 |
| fireworks | GPT-oss-120b | Active | 56m ago | 114.00 | 190.00 | Visible | 26 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 23m ago | 97.70 | 97.70 | Visible | 28 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 23m ago | 94.80 | 94.80 | Visible | 6 | 111 | 420.00 |
| bedrock | nova-pro | Active | 23m ago | 94.40 | 94.40 | Visible | 6 | 131 | 380.00 |
| bedrock | nova-lite | Active | 23m ago | 92.50 | 92.50 | Visible | 5 | 128 | 330.00 |
| bedrock | llama-4-scout | Active | 23m 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 | 56m ago | 84.70 | 84.80 | Visible | 5 | 108 | 990.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 20m ago | 84.10 | 120.00 | Visible | 14 | 162 | 1840.00 |
| bedrock | llama-3.3-70b | Active | 23m ago | 82.80 | 82.80 | Visible | 1 | 128 | 490.00 |
| bedrock | mistral-7b | Active | 23m ago | 82.40 | 82.40 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 23m ago | 78.10 | 78.10 | Visible | 12 | 85 | 220.00 |
| gemini-2.5-flash-lite | Active | 45m ago | 78.10 | 78.10 | Visible | 23 | 120 | 510.00 | |
| bedrock | mixtral-8x7b | Active | 23m ago | 74.40 | 74.40 | Visible | 1 | 81 | 270.00 |
| together | Qwen2.5-7B-Instruct-Turbo | Active | 28d ago | 70.20 | 70.20 | Visible | 62 | 78 | 0.00 |
| fireworks | minimax-m2p7 | Active | 22m ago | 69.70 | 67.70 | Visible | 2 | 136 | 0.00 |
| openai | GPT-5.1-codex | Active | 55m ago | 69.70 | 69.80 | Visible | 8 | 87 | 1000.00 |
| together | GLM-5.2 | Active | 35m ago | 67.40 | 87.70 | Visible | 1 | 158 | 0.00 |
| together | Kimi-K2.7-Code | Active | 39m ago | 65.80 | 121.00 | Visible | 0 | 207 | 0.00 |
| together | GLM-5 | Active | 28d ago | 65.70 | 65.70 | 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 | 17m ago | 63.40 | 109.00 | Visible | 7 | 128 | 2800.00 |
| together | nemotron-3-ultra-550b-a55b | Active | 28d ago | 61.60 | 102.00 | Visible | 25 | 87 | 0.00 |
| openai | GPT-5-chat-latest | Active | 56m ago | 61.40 | 61.40 | Visible | 4 | 79 | 1060.00 |
| openai | GPT-5-codex | Active | 40m ago | 59.20 | 60.70 | Visible | 1 | 115 | 1380.00 |
| bedrock | mistral-small | Active | 23m ago | 56.80 | 56.80 | Visible | 29 | 61 | 210.00 |
| together | GPT-oss-120b | Active | 28d ago | 54.20 | 116.00 | Visible | 15 | 83 | 0.00 |
| openai | GPT-5.1-chat-latest | Active | 39m ago | 52.30 | 56.50 | Visible | 12 | 74 | 1630.00 |
| openai | gpt-5.2-codex | Active | 50m ago | 51.90 | 52.20 | Visible | 2 | 68 | 1210.00 |
| openai | gpt-4.1-nano | Active | 55m ago | 51.90 | 51.90 | Visible | 2 | 88 | 890.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 18m ago | 49.60 | 74.10 | Visible | 3 | 165 | 1720.00 |
| openai | gpt-4.1 | Active | 55m ago | 47.90 | 47.90 | Visible | 13 | 73 | 700.00 |
| bedrock | llama-3.2-90b | Active | 23m ago | 47.00 | 47.00 | Visible | 13 | 50 | 350.00 |
| fireworks | kimi-k2p6 | Active | 57m ago | 46.10 | 45.90 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 20m ago | 45.20 | 45.20 | Visible | 7 | 67 | 790.00 |
| together | Meta-Llama-3-8B-Instruct-Lite | Active | 28d ago | 43.90 | 43.90 | Visible | 16 | 72 | 0.00 |
| bedrock | claude-haiku-4.5 | Active | 23m ago | 43.80 | 43.80 | Visible | 19 | 60 | 850.00 |
| openai | GPT-5.4-mini | Active | 56m ago | 43.40 | 62.10 | Visible | 4 | 70 | 1220.00 |
| bedrock | mistral-large | Active | 23m ago | 42.70 | 42.70 | Visible | 11 | 47 | 250.00 |
| openai | gpt-3.5-turbo | Active | 54m ago | 41.60 | 41.60 | Visible | 1 | 76 | 1260.00 |
| together | GPT-oss-20b | Active | 28d ago | 41.40 | 103.00 | Visible | 22 | 77 | 0.00 |
| openai | GPT-5.2-chat-latest | Active | 48m ago | 40.50 | 42.00 | Visible | 6 | 54 | 1880.00 |
| openai | gpt-4o | Active | 53m ago | 39.20 | 39.20 | Visible | 8 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 54m ago | 37.20 | 37.20 | Visible | 2 | 61 | 1140.00 |
| bedrock | llama-3-70b | Active | 23m ago | 35.90 | 35.90 | Visible | 4 | 42 | 350.00 |
| openai | gpt-4o-mini | Active | 54m ago | 35.70 | 35.70 | Visible | 6 | 54 | 1010.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 41m ago | 35.00 | 52.70 | Visible | 5 | 75 | 4350.00 |
| fireworks | glm-5p2 | Active | 58m ago | 33.00 | 33.20 | Visible | 2 | 116 | 0.00 |
| together | GLM-5.1 | Active | 28d ago | 32.30 | 32.30 | Visible | 11 | 52 | 0.00 |
| openai | GPT-5.1 | Active | 49m 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 | 29.10 | 29.10 | Visible | 18 | 50 | 0.00 |
| together | Kimi-K2.6 | Active | 28d ago | 29.10 | 28.90 | Visible | 12 | 90 | 0.00 |
| bedrock | claude-3-5-haiku | Active | 23d ago | 27.90 | 27.90 | Visible | 1 | 37 | 2750.00 |
| fireworks | glm-5p1 | Active | 54m ago | 27.80 | 27.90 | Visible | 2 | 63 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 23m ago | 27.20 | 27.20 | Visible | 8 | 34 | 980.00 |
| openai | GPT-5.4 | Active | 49m ago | 27.20 | 43.60 | Visible | 3 | 47 | 1720.00 |
| bedrock | claude-opus-4.7 | Active | 23m ago | 26.80 | 26.80 | Visible | 3 | 39 | 1960.00 |
| anthropic | claude-4-sonnet | Active | 27d ago | 25.20 | 25.20 | Visible | 19 | 29 | 920.00 |
| bedrock | llama-3.1-70b | Active | 23m ago | 24.80 | 24.80 | Visible | 1 | 26 | 650.00 |
| anthropic | claude-sonnet-4.6 | Active | 39m ago | 24.30 | 24.30 | Visible | 7 | 34 | 1170.00 |
| openai | gpt-4 | Active | 51m ago | 23.60 | 23.60 | Visible | 3 | 39 | 1350.00 |
| openai | GPT-5.2 | Active | 47m ago | 23.30 | 33.30 | Visible | 4 | 38 | 1810.00 |
| bedrock | claude-sonnet-4.5 | Active | 23m 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 | 32m ago | 21.70 | 27.40 | Visible | 7 | 32 | 1960.00 |
| bedrock | claude-opus-4.6 | Active | 23m ago | 20.90 | 20.90 | Visible | 6 | 25 | 1710.00 |
| bedrock | claude-opus-4.5 | Active | 23m ago | 20.30 | 20.30 | Visible | 2 | 24 | 1640.00 |
| openai | o3-pro | Active | 47m ago | 18.20 | 23.90 | Visible | 3 | 40 | 23900.00 |
| together | Qwen3-235B-A22B-Instruct-2507-FP8 | Active | 27d ago | 17.90 | 17.90 | Visible | 2 | 66 | 0.00 |
| bedrock | llama-3.1-405b | Active | 3d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3720.00 |
| openai | GPT-5.3-codex | Active | 46m ago | 15.80 | 38.10 | Visible | 0 | 34 | 2430.00 |
| anthropic | claude-4-opus | Active | 27d ago | 15.70 | 15.70 | Visible | 9 | 19 | 1680.00 |
| openai | GPT-5.2-pro | Active | 53m ago | 14.80 | 17.90 | Visible | 4 | 23 | 29500.00 |
| anthropic | claude-fable-5 | Active | 29d ago | 14.30 | 14.30 | Visible | 13 | 15 | 4500.00 |
| openai | GPT-5.5-pro | Active | 55m ago | 11.70 | 25.20 | Visible | 0 | 29 | 24900.00 |
| bedrock | claude-opus-4.1 | Active | 23m ago | 8.88 | 8.88 | Visible | 2 | 16 | 3240.00 |
| together | Llama-Guard-4-12B | Active | 28d ago | 2.99 | 5.98 | Visible | 1 | 4 | 0.00 |
Lifecycle snapshot
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