☁️ 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 | 235 tok/s |
| 2 | qwen3.6-27b | groq | 221 tok/s |
| 3 | Google: Nano Banana (Gemini 2.5 Flash Image) | 167 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 | 3d ago | 302.00 | 652.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 1h ago | 235.00 | 235.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 51m ago | 221.00 | 215.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 10d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| groq | qwen-3-32b | Active | 2d ago | 168.00 | 165.00 | Visible | 1 | 241 | 0.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 52m ago | 167.00 | 167.00 | Visible | 9 | 261 | 860.00 | |
| groq | llama-3.3-70b | Active | 59m ago | 155.00 | 155.00 | Visible | 1 | 275 | 0.00 |
| bedrock | nova-micro | Active | 33m ago | 123.00 | 123.00 | Visible | 42 | 173 | 290.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 13d ago | 115.00 | 146.00 | Visible | 15 | 230 | 1440.00 |
| groq | llama-4-scout | Active | 2d ago | 114.00 | 114.00 | Visible | 3 | 215 | 0.00 |
| fireworks | GPT-oss-120b | Active | 26m ago | 112.00 | 188.00 | Visible | 19 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 33m ago | 97.90 | 97.90 | Visible | 23 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 33m ago | 95.20 | 95.20 | Visible | 7 | 112 | 390.00 |
| bedrock | nova-pro | Active | 33m ago | 94.20 | 94.20 | Visible | 6 | 132 | 390.00 |
| bedrock | nova-lite | Active | 33m ago | 92.10 | 92.10 | Visible | 26 | 128 | 320.00 |
| bedrock | llama-4-scout | Active | 33m ago | 91.90 | 91.90 | Visible | 1 | 121 | 330.00 |
| openai | o1 | Active | 14d ago | 88.70 | 116.00 | Visible | 19 | 161 | 2100.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 33m ago | 84.80 | 120.00 | Visible | 14 | 162 | 1860.00 |
| openai | GPT-5.1-codex-mini | Active | 27m ago | 84.40 | 84.60 | Visible | 5 | 106 | 1000.00 |
| bedrock | llama-3.3-70b | Active | 33m ago | 83.40 | 83.40 | Visible | 4 | 128 | 430.00 |
| bedrock | mistral-7b | Active | 33m ago | 82.20 | 82.20 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 33m ago | 77.90 | 77.90 | Visible | 1 | 85 | 260.00 |
| gemini-2.5-flash-lite | Active | 56m ago | 76.90 | 76.90 | Visible | 23 | 120 | 520.00 | |
| bedrock | mixtral-8x7b | Active | 33m ago | 73.80 | 73.80 | Visible | 1 | 81 | 270.00 |
| together | Kimi-K2.7-Code | Active | 31m ago | 70.30 | 131.00 | Visible | 0 | 207 | 0.00 |
| openai | GPT-5.1-codex | Active | 25m ago | 69.40 | 69.50 | Visible | 8 | 87 | 1000.00 |
| fireworks | minimax-m2p7 | Active | 46m ago | 69.00 | 67.00 | Visible | 2 | 136 | 0.00 |
| together | GLM-5.2 | Active | 6d ago | 64.10 | 83.80 | Visible | 1 | 158 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 29m ago | 62.80 | 109.00 | Visible | 6 | 128 | 2830.00 |
| openai | GPT-5-chat-latest | Active | 27m ago | 61.30 | 61.30 | Visible | 4 | 79 | 1080.00 |
| openai | GPT-5-codex | Active | 41m ago | 58.00 | 59.70 | Visible | 1 | 80 | 1420.00 |
| bedrock | mistral-small | Active | 33m ago | 56.80 | 56.80 | Visible | 33 | 61 | 210.00 |
| openai | gpt-4.1-nano | Active | 27m ago | 52.10 | 52.10 | Visible | 2 | 88 | 910.00 |
| openai | GPT-5.1-chat-latest | Active | 56m ago | 51.50 | 55.80 | Visible | 7 | 73 | 1670.00 |
| openai | gpt-5.2-codex | Active | 21m ago | 51.30 | 51.50 | Visible | 2 | 67 | 1240.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 51m ago | 49.60 | 74.30 | Visible | 3 | 167 | 1710.00 |
| openai | gpt-4.1 | Active | 26m ago | 49.40 | 49.40 | Visible | 4 | 79 | 710.00 |
| bedrock | llama-3.2-90b | Active | 4d ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| fireworks | kimi-k2p6 | Active | 29m ago | 44.50 | 44.30 | Visible | 1 | 80 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 27m ago | 44.10 | 44.10 | Visible | 6 | 67 | 860.00 |
| openai | GPT-5.4-mini | Active | 26m ago | 43.50 | 62.00 | Visible | 4 | 77 | 1230.00 |
| bedrock | claude-haiku-4.5 | Active | 33m ago | 43.10 | 43.10 | Visible | 1 | 60 | 920.00 |
| bedrock | mistral-large | Active | 33m ago | 42.40 | 42.40 | Visible | 5 | 47 | 250.00 |
| openai | gpt-3.5-turbo | Active | 25m ago | 42.00 | 42.00 | Visible | 1 | 76 | 1220.00 |
| openai | GPT-5.2-chat-latest | Active | 1h ago | 39.90 | 41.50 | Visible | 6 | 53 | 1910.00 |
| openai | gpt-4o | Active | 24m ago | 39.00 | 39.00 | Visible | 5 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 25m ago | 36.70 | 36.70 | Visible | 2 | 61 | 1150.00 |
| bedrock | llama-3-70b | Active | 33m ago | 36.30 | 36.30 | Visible | 1 | 42 | 410.00 |
| openai | gpt-4o-mini | Active | 24m ago | 36.00 | 36.00 | Visible | 6 | 54 | 1000.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 29m ago | 35.80 | 53.90 | Visible | 5 | 73 | 4260.00 |
| fireworks | glm-5p2 | Active | 30m ago | 33.50 | 33.80 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 1h ago | 31.80 | 43.10 | Visible | 3 | 59 | 1620.00 |
| anthropic | claude-opus-4-8 | Active | 27d ago | 30.80 | 30.80 | Visible | 5 | 46 | 1450.00 |
| bedrock | llama-3.1-70b | Active | 33m ago | 29.60 | 29.60 | Visible | 2 | 73 | 600.00 |
| fireworks | glm-5p1 | Active | 25m ago | 27.90 | 27.90 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-opus-4.7 | Active | 33m ago | 27.30 | 27.30 | Visible | 1 | 39 | 2010.00 |
| bedrock | claude-sonnet-4.6 | Active | 33m ago | 27.20 | 27.20 | Visible | 8 | 34 | 970.00 |
| openai | GPT-5.4 | Active | 1h ago | 26.50 | 42.60 | Visible | 3 | 47 | 1760.00 |
| anthropic | claude-sonnet-4.6 | Active | 56m ago | 24.10 | 24.10 | Visible | 7 | 34 | 1190.00 |
| openai | gpt-4 | Active | 22m ago | 23.50 | 23.50 | Visible | 3 | 39 | 1350.00 |
| openai | GPT-5.2 | Active | 1h ago | 23.30 | 33.40 | Visible | 4 | 38 | 1830.00 |
| bedrock | claude-sonnet-4.5 | Active | 33m ago | 22.60 | 22.60 | Visible | 5 | 29 | 1350.00 |
| openai | GPT-5.5 | Active | 44m ago | 22.00 | 27.70 | Visible | 9 | 32 | 1910.00 |
| anthropic | claude-opus-4.5 | Active | 27d ago | 21.40 | 21.40 | Visible | 5 | 36 | 1660.00 |
| bedrock | claude-opus-4.6 | Active | 33m ago | 20.90 | 20.90 | Visible | 6 | 25 | 1700.00 |
| bedrock | claude-opus-4.5 | Active | 33m ago | 20.40 | 20.40 | Visible | 2 | 24 | 1630.00 |
| openai | o3-pro | Active | 1h ago | 17.80 | 23.50 | Visible | 3 | 40 | 24500.00 |
| bedrock | llama-3.1-405b | Active | 11d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3750.00 |
| openai | GPT-5.3-codex | Active | 45m ago | 16.10 | 38.60 | Visible | 0 | 36 | 2400.00 |
| openai | GPT-5.2-pro | Active | 48m ago | 14.70 | 17.70 | Visible | 4 | 23 | 29600.00 |
| openai | GPT-5.5-pro | Active | 58m ago | 11.90 | 25.30 | Visible | 0 | 36 | 24700.00 |
| bedrock | claude-opus-4.1 | Active | 33m ago | 8.63 | 8.63 | Visible | 2 | 16 | 3370.00 |
Lifecycle snapshot
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