☁️ 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 | 305 tok/s |
| 2 | llama-3.1-8b | groq | 238 tok/s |
| 3 | qwen3.6-27b | groq | 216 tok/s |
| 4 | Google: Nano Banana (Gemini 2.5 Flash Image) | 169 tok/s | |
| 5 | qwen-3-32b | groq | 164 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 91 of 91 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 | 48m ago | 305.00 | 657.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 1h ago | 238.00 | 238.00 | Visible | 1 | 357 | 0.00 |
| groq | qwen3.6-27b | Active | 47m ago | 216.00 | 210.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 1d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 57m ago | 169.00 | 169.00 | Visible | 9 | 263 | 950.00 | |
| groq | qwen-3-32b | Active | 1h ago | 164.00 | 162.00 | Visible | 1 | 241 | 0.00 |
| groq | llama-3.3-70b | Active | 1h ago | 156.00 | 156.00 | Visible | 1 | 275 | 0.00 |
| together | qwen-2-1.5b-instruct | Active | 27d ago | 124.00 | 124.00 | Visible | 59 | 148 | 0.00 |
| bedrock | nova-micro | Active | 33m ago | 122.00 | 122.00 | Visible | 34 | 173 | 280.00 |
| groq | llama-4-scout | Active | 41m ago | 116.00 | 116.00 | Visible | 3 | 245 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 4d ago | 114.00 | 145.00 | Visible | 15 | 230 | 1430.00 |
| fireworks | GPT-oss-120b | Active | 36m ago | 114.00 | 189.00 | Visible | 26 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 33m ago | 97.70 | 97.70 | Visible | 28 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 33m ago | 94.70 | 94.70 | Visible | 6 | 111 | 430.00 |
| bedrock | nova-pro | Active | 33m ago | 93.70 | 93.70 | Visible | 6 | 131 | 380.00 |
| bedrock | nova-lite | Active | 33m ago | 92.40 | 92.40 | Visible | 5 | 128 | 330.00 |
| bedrock | llama-4-scout | Active | 33m ago | 91.40 | 91.40 | Visible | 1 | 123 | 340.00 |
| openai | o1 | Active | 5d ago | 88.50 | 116.00 | Visible | 19 | 163 | 2130.00 |
| openai | GPT-5.1-codex-mini | Active | 36m ago | 84.40 | 84.50 | Visible | 5 | 108 | 1000.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 47m ago | 83.80 | 119.00 | Visible | 14 | 162 | 1840.00 |
| bedrock | mistral-7b | Active | 33m ago | 82.40 | 82.40 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3.3-70b | Active | 33m ago | 81.70 | 81.70 | Visible | 1 | 128 | 500.00 |
| bedrock | llama-3-8b | Active | 33m ago | 78.10 | 78.10 | Visible | 12 | 85 | 220.00 |
| gemini-2.5-flash-lite | Active | 26m ago | 78.00 | 78.00 | Visible | 23 | 120 | 510.00 | |
| bedrock | mixtral-8x7b | Active | 33m ago | 74.40 | 74.40 | Visible | 1 | 81 | 270.00 |
| together | nemotron-3-ultra-550b-a55b | Active | 27d ago | 69.90 | 118.00 | Visible | 25 | 123 | 0.00 |
| fireworks | minimax-m2p7 | Active | 49m ago | 69.50 | 67.50 | Visible | 2 | 136 | 0.00 |
| openai | GPT-5.1-codex | Active | 36m ago | 69.50 | 69.60 | Visible | 8 | 87 | 1010.00 |
| together | Qwen2.5-7B-Instruct-Turbo | Active | 27d ago | 67.60 | 67.60 | Visible | 27 | 82 | 0.00 |
| together | GLM-5.2 | Active | 1h ago | 67.60 | 87.90 | Visible | 1 | 158 | 0.00 |
| together | Kimi-K2.7-Code | Active | 35m ago | 65.30 | 120.00 | Visible | 0 | 207 | 0.00 |
| together | MiniMax-M3 | Active | 26d ago | 64.50 | 118.00 | Visible | 31 | 110 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 43m ago | 63.60 | 109.00 | Visible | 7 | 128 | 2800.00 |
| together | GLM-5 | Active | 27d ago | 63.50 | 63.50 | Visible | 27 | 81 | 0.00 |
| openai | GPT-5-chat-latest | Active | 37m ago | 61.30 | 61.30 | Visible | 4 | 79 | 1060.00 |
| openai | GPT-5-codex | Active | 1h ago | 59.10 | 60.50 | Visible | 1 | 115 | 1380.00 |
| bedrock | mistral-small | Active | 33m ago | 56.80 | 56.80 | Visible | 29 | 61 | 210.00 |
| openai | GPT-5.1-chat-latest | Active | 1h ago | 52.20 | 56.30 | Visible | 2 | 74 | 1670.00 |
| openai | gpt-5.2-codex | Active | 31m ago | 51.90 | 52.20 | Visible | 2 | 68 | 1210.00 |
| openai | gpt-4.1-nano | Active | 36m ago | 51.60 | 51.60 | Visible | 2 | 86 | 900.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 29m ago | 49.40 | 73.70 | Visible | 3 | 165 | 1730.00 |
| openai | GPT-5.4-nano | Active | 29d ago | 49.40 | 69.60 | Visible | 34 | 62 | 1250.00 |
| openai | gpt-4.1 | Active | 36m ago | 47.50 | 47.50 | Visible | 13 | 73 | 700.00 |
| bedrock | llama-3.2-90b | Active | 33m ago | 46.90 | 46.90 | Visible | 1 | 50 | 390.00 |
| fireworks | kimi-k2p6 | Active | 37m ago | 46.10 | 45.90 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 46m ago | 45.10 | 45.10 | Visible | 7 | 67 | 790.00 |
| together | GPT-oss-120b | Active | 27d ago | 44.50 | 109.00 | Visible | 15 | 83 | 0.00 |
| bedrock | claude-haiku-4.5 | Active | 33m ago | 43.80 | 43.80 | Visible | 19 | 60 | 850.00 |
| openai | GPT-5.4-mini | Active | 37m ago | 43.30 | 62.10 | Visible | 4 | 70 | 1220.00 |
| together | Meta-Llama-3-8B-Instruct-Lite | Active | 27d ago | 42.90 | 42.90 | Visible | 7 | 72 | 0.00 |
| bedrock | mistral-large | Active | 33m ago | 42.70 | 42.70 | Visible | 11 | 47 | 250.00 |
| openai | gpt-3.5-turbo | Active | 35m ago | 41.40 | 41.40 | Visible | 1 | 76 | 1270.00 |
| openai | GPT-5.2-chat-latest | Active | 29m ago | 40.40 | 41.80 | Visible | 6 | 54 | 1880.00 |
| openai | gpt-4o | Active | 34m ago | 39.00 | 39.00 | Visible | 8 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 35m ago | 37.10 | 37.10 | Visible | 2 | 61 | 1150.00 |
| together | GLM-5.1 | Active | 27d ago | 36.60 | 36.60 | Visible | 10 | 60 | 0.00 |
| bedrock | llama-3-70b | Active | 33m ago | 35.80 | 35.80 | Visible | 4 | 42 | 350.00 |
| openai | gpt-4o-mini | Active | 35m ago | 35.60 | 35.60 | Visible | 6 | 54 | 1020.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 1h ago | 34.90 | 52.50 | Visible | 5 | 75 | 4370.00 |
| together | GPT-oss-20b | Active | 27d ago | 34.30 | 97.20 | Visible | 3 | 77 | 0.00 |
| fireworks | glm-5p2 | Active | 39m ago | 32.60 | 32.70 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 30m ago | 32.00 | 43.30 | Visible | 4 | 57 | 1570.00 |
| anthropic | claude-opus-4-8 | Active | 18d ago | 31.50 | 31.50 | Visible | 5 | 46 | 1290.00 |
| together | DeepSeek-V4-Pro | Active | 27d ago | 28.60 | 28.90 | Visible | 4 | 55 | 0.00 |
| bedrock | claude-3-5-haiku | Active | 22d ago | 28.10 | 28.10 | Visible | 1 | 37 | 2660.00 |
| fireworks | glm-5p1 | Active | 35m ago | 28.10 | 28.10 | Visible | 2 | 63 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 33m ago | 27.00 | 27.00 | Visible | 8 | 34 | 990.00 |
| openai | GPT-5.4 | Active | 30m ago | 27.00 | 43.50 | Visible | 3 | 47 | 1730.00 |
| bedrock | claude-opus-4.7 | Active | 33m ago | 26.80 | 26.80 | Visible | 3 | 39 | 1970.00 |
| together | Kimi-K2.6 | Active | 27d ago | 25.70 | 33.40 | Visible | 11 | 90 | 0.00 |
| bedrock | llama-3.1-70b | Active | 33m ago | 24.70 | 24.70 | Visible | 1 | 26 | 650.00 |
| anthropic | claude-4-sonnet | Active | 26d ago | 24.60 | 24.60 | Visible | 19 | 29 | 960.00 |
| anthropic | claude-sonnet-4.6 | Active | 1h ago | 24.20 | 24.20 | Visible | 7 | 34 | 1180.00 |
| openai | gpt-4 | Active | 32m ago | 23.60 | 23.60 | Visible | 3 | 39 | 1360.00 |
| openai | GPT-5.2 | Active | 28m ago | 23.30 | 33.20 | Visible | 4 | 38 | 1810.00 |
| together | Qwen3-235B-A22B-Instruct-2507-FP8 | Active | 26d ago | 23.00 | 23.00 | Visible | 2 | 66 | 0.00 |
| bedrock | claude-sonnet-4.5 | Active | 33m ago | 22.30 | 22.30 | Visible | 5 | 29 | 1380.00 |
| anthropic | claude-opus-4.5 | Active | 18d ago | 21.70 | 21.70 | Visible | 5 | 36 | 1540.00 |
| openai | GPT-5.5 | Active | 59m ago | 21.60 | 27.30 | Visible | 7 | 32 | 1970.00 |
| bedrock | claude-opus-4.6 | Active | 33m ago | 20.80 | 20.80 | Visible | 6 | 25 | 1720.00 |
| bedrock | claude-opus-4.5 | Active | 33m ago | 20.20 | 20.20 | Visible | 2 | 24 | 1650.00 |
| openai | o3-pro | Active | 29m ago | 18.10 | 23.80 | Visible | 3 | 40 | 24100.00 |
| bedrock | llama-3.1-405b | Active | 2d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3730.00 |
| openai | GPT-5.3-codex | Active | 27m ago | 15.60 | 37.80 | Visible | 0 | 34 | 2450.00 |
| anthropic | claude-4-opus | Active | 26d ago | 15.40 | 15.40 | Visible | 9 | 19 | 1790.00 |
| openai | GPT-5.2-pro | Active | 42m ago | 14.80 | 17.80 | Visible | 4 | 23 | 29600.00 |
| anthropic | claude-fable-5 | Active | 28d ago | 13.60 | 13.60 | Visible | 8 | 17 | 4880.00 |
| fireworks | kimi-k2p5 | Active | 29d ago | 11.90 | 11.90 | Visible | 8 | 18 | 0.00 |
| openai | GPT-5.5-pro | Active | 41m ago | 11.60 | 25.10 | Visible | 0 | 29 | 25100.00 |
| bedrock | claude-opus-4.1 | Active | 33m ago | 8.90 | 8.90 | Visible | 2 | 16 | 3240.00 |
| together | Llama-Guard-4-12B | Active | 27d ago | 3.25 | 6.50 | Visible | 1 | 4 | 0.00 |
Lifecycle snapshot
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