☁️ 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 | 236 tok/s |
| 2 | qwen3.6-27b | groq | 218 tok/s |
| 3 | Google: Nano Banana (Gemini 2.5 Flash Image) | 168 tok/s | |
| 4 | llama-3.3-70b | groq | 155 tok/s |
| 5 | nova-micro | bedrock | 123 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 72 of 72 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 | 2d ago | 303.00 | 652.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 36m ago | 236.00 | 236.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 24m ago | 218.00 | 211.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 9d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 35m ago | 168.00 | 168.00 | Visible | 9 | 263 | 930.00 | |
| groq | qwen-3-32b | Active | 1d ago | 167.00 | 165.00 | Visible | 1 | 241 | 0.00 |
| groq | llama-3.3-70b | Active | 33m ago | 155.00 | 155.00 | Visible | 1 | 275 | 0.00 |
| bedrock | nova-micro | Active | 37m ago | 123.00 | 123.00 | Visible | 42 | 173 | 290.00 |
| groq | llama-4-scout | Active | 1d ago | 115.00 | 115.00 | Visible | 3 | 215 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 12d ago | 115.00 | 146.00 | Visible | 15 | 230 | 1430.00 |
| fireworks | GPT-oss-120b | Active | 45m ago | 112.00 | 189.00 | Visible | 19 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 37m ago | 97.60 | 97.60 | Visible | 23 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 37m ago | 95.10 | 95.10 | Visible | 6 | 110 | 400.00 |
| bedrock | nova-pro | Active | 37m ago | 94.40 | 94.40 | Visible | 6 | 132 | 380.00 |
| bedrock | nova-lite | Active | 37m ago | 92.30 | 92.30 | Visible | 26 | 128 | 320.00 |
| bedrock | llama-4-scout | Active | 37m ago | 91.90 | 91.90 | Visible | 1 | 121 | 330.00 |
| openai | o1 | Active | 13d ago | 89.60 | 117.00 | Visible | 19 | 163 | 2090.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 52m ago | 85.00 | 121.00 | Visible | 14 | 162 | 1850.00 |
| openai | GPT-5.1-codex-mini | Active | 46m ago | 84.80 | 85.00 | Visible | 5 | 106 | 990.00 |
| bedrock | llama-3.3-70b | Active | 37m ago | 83.50 | 83.50 | Visible | 4 | 128 | 430.00 |
| bedrock | mistral-7b | Active | 37m ago | 82.30 | 82.30 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 37m ago | 77.90 | 77.90 | Visible | 1 | 85 | 260.00 |
| gemini-2.5-flash-lite | Active | 30m ago | 77.30 | 77.30 | Visible | 23 | 120 | 520.00 | |
| bedrock | mixtral-8x7b | Active | 37m ago | 73.90 | 73.90 | Visible | 1 | 81 | 270.00 |
| openai | GPT-5.1-codex | Active | 44m ago | 69.80 | 69.90 | Visible | 8 | 87 | 990.00 |
| together | Kimi-K2.7-Code | Active | 52m ago | 69.50 | 130.00 | Visible | 0 | 207 | 0.00 |
| fireworks | minimax-m2p7 | Active | 1h ago | 69.00 | 67.00 | Visible | 2 | 136 | 0.00 |
| together | GLM-5.2 | Active | 5d ago | 65.60 | 85.50 | Visible | 1 | 158 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 49m ago | 62.70 | 109.00 | Visible | 6 | 128 | 2820.00 |
| openai | GPT-5-chat-latest | Active | 46m ago | 61.50 | 61.50 | Visible | 4 | 79 | 1080.00 |
| openai | GPT-5-codex | Active | 1h ago | 58.50 | 60.00 | Visible | 1 | 80 | 1410.00 |
| bedrock | mistral-small | Active | 37m ago | 56.80 | 56.80 | Visible | 33 | 61 | 210.00 |
| openai | gpt-4.1-nano | Active | 46m ago | 52.30 | 52.30 | Visible | 2 | 88 | 900.00 |
| openai | GPT-5.1-chat-latest | Active | 30m ago | 52.10 | 56.20 | Visible | 12 | 74 | 1650.00 |
| openai | gpt-5.2-codex | Active | 40m ago | 51.50 | 51.70 | Visible | 2 | 68 | 1230.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 25m ago | 49.60 | 74.50 | Visible | 3 | 167 | 1710.00 |
| openai | gpt-4.1 | Active | 45m ago | 49.40 | 49.40 | Visible | 4 | 79 | 700.00 |
| bedrock | llama-3.2-90b | Active | 3d ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| fireworks | kimi-k2p6 | Active | 48m ago | 44.80 | 44.60 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 46m ago | 44.30 | 44.30 | Visible | 6 | 67 | 860.00 |
| openai | GPT-5.4-mini | Active | 45m ago | 43.70 | 62.30 | Visible | 4 | 77 | 1220.00 |
| bedrock | claude-haiku-4.5 | Active | 37m ago | 43.40 | 43.40 | Visible | 10 | 60 | 870.00 |
| bedrock | mistral-large | Active | 37m ago | 42.40 | 42.40 | Visible | 5 | 47 | 250.00 |
| openai | gpt-3.5-turbo | Active | 44m ago | 42.10 | 42.10 | Visible | 1 | 76 | 1220.00 |
| openai | GPT-5.2-chat-latest | Active | 37m ago | 40.10 | 41.70 | Visible | 6 | 53 | 1890.00 |
| openai | gpt-4o | Active | 43m ago | 39.10 | 39.10 | Visible | 5 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 44m ago | 36.90 | 36.90 | Visible | 2 | 61 | 1140.00 |
| bedrock | llama-3-70b | Active | 37m ago | 36.40 | 36.40 | Visible | 1 | 42 | 410.00 |
| openai | gpt-4o-mini | Active | 44m ago | 36.10 | 36.10 | Visible | 6 | 54 | 1000.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 49m ago | 35.50 | 53.60 | Visible | 5 | 73 | 4280.00 |
| fireworks | glm-5p2 | Active | 49m ago | 33.50 | 33.80 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 38m ago | 32.00 | 43.40 | Visible | 3 | 59 | 1600.00 |
| anthropic | claude-opus-4-8 | Active | 26d ago | 31.70 | 31.70 | Visible | 5 | 46 | 1300.00 |
| bedrock | llama-3.1-70b | Active | 37m ago | 28.40 | 28.40 | Visible | 2 | 72 | 600.00 |
| fireworks | glm-5p1 | Active | 44m ago | 28.10 | 28.10 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 37m ago | 27.30 | 27.30 | Visible | 8 | 34 | 970.00 |
| bedrock | claude-opus-4.7 | Active | 37m ago | 27.20 | 27.20 | Visible | 1 | 39 | 2010.00 |
| openai | GPT-5.4 | Active | 38m ago | 26.70 | 43.00 | Visible | 3 | 47 | 1740.00 |
| anthropic | claude-sonnet-4.6 | Active | 29m ago | 24.10 | 24.10 | Visible | 7 | 34 | 1200.00 |
| openai | gpt-4 | Active | 42m ago | 23.60 | 23.60 | Visible | 3 | 39 | 1340.00 |
| openai | GPT-5.2 | Active | 36m ago | 23.30 | 33.50 | Visible | 4 | 38 | 1820.00 |
| bedrock | claude-sonnet-4.5 | Active | 37m ago | 22.60 | 22.60 | Visible | 5 | 29 | 1340.00 |
| openai | GPT-5.5 | Active | 1h ago | 21.80 | 27.50 | Visible | 9 | 32 | 1920.00 |
| anthropic | claude-opus-4.5 | Active | 26d ago | 21.60 | 21.60 | Visible | 5 | 36 | 1560.00 |
| bedrock | claude-opus-4.6 | Active | 37m ago | 21.00 | 21.00 | Visible | 6 | 25 | 1690.00 |
| bedrock | claude-opus-4.5 | Active | 37m ago | 20.40 | 20.40 | Visible | 2 | 24 | 1630.00 |
| openai | o3-pro | Active | 41m ago | 17.90 | 23.60 | Visible | 3 | 40 | 24400.00 |
| bedrock | llama-3.1-405b | Active | 10d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3740.00 |
| openai | GPT-5.3-codex | Active | 1h ago | 16.20 | 38.50 | Visible | 0 | 35 | 2390.00 |
| openai | GPT-5.2-pro | Active | 29m ago | 14.80 | 17.80 | Visible | 4 | 23 | 29500.00 |
| openai | GPT-5.5-pro | Active | 55m ago | 12.00 | 25.40 | Visible | 0 | 36 | 24600.00 |
| bedrock | claude-opus-4.1 | Active | 37m ago | 8.67 | 8.67 | Visible | 2 | 16 | 3330.00 |
Lifecycle snapshot
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