☁️ 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 | nova-micro | bedrock | 125 tok/s |
| 2 | llama-4-maverick | bedrock | 101 tok/s |
| 3 | llama-3.1-8b | bedrock | 96 tok/s |
| 4 | nova-pro | bedrock | 95 tok/s |
| 5 | nova-lite | bedrock | 92 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 70 of 70 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 | 9d ago | 303.00 | 653.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 5d ago | 237.00 | 237.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 5d ago | 234.00 | 227.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 16d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| groq | qwen-3-32b | Active | 8d ago | 169.00 | 166.00 | Visible | 1 | 241 | 0.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 5d ago | 166.00 | 166.00 | Visible | 9 | 254 | 850.00 | |
| groq | llama-3.3-70b | Active | 5d ago | 155.00 | 155.00 | Visible | 1 | 247 | 0.00 |
| bedrock | nova-micro | Active | 35m ago | 125.00 | 125.00 | Visible | 42 | 173 | 290.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 19d ago | 115.00 | 147.00 | Visible | 15 | 230 | 1490.00 |
| groq | llama-4-scout | Active | 8d ago | 115.00 | 114.00 | Visible | 3 | 205 | 0.00 |
| fireworks | GPT-oss-120b | Active | 5d ago | 110.00 | 186.00 | Visible | 19 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 35m ago | 101.00 | 101.00 | Visible | 23 | 136 | 300.00 |
| bedrock | llama-3.1-8b | Active | 35m ago | 95.70 | 95.70 | Visible | 7 | 112 | 380.00 |
| bedrock | nova-pro | Active | 35m ago | 94.50 | 94.50 | Visible | 35 | 132 | 370.00 |
| bedrock | nova-lite | Active | 35m ago | 92.10 | 92.10 | Visible | 26 | 128 | 320.00 |
| bedrock | llama-4-scout | Active | 35m ago | 91.70 | 91.70 | Visible | 9 | 121 | 310.00 |
| openai | o1 | Active | 20d ago | 87.10 | 114.00 | Visible | 19 | 161 | 2120.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 5d ago | 84.60 | 120.00 | Visible | 14 | 158 | 1880.00 |
| openai | GPT-5.1-codex-mini | Active | 5d ago | 84.20 | 84.30 | Visible | 5 | 106 | 1010.00 |
| bedrock | llama-3.3-70b | Active | 35m ago | 83.90 | 83.90 | Visible | 4 | 128 | 410.00 |
| bedrock | mistral-7b | Active | 35m ago | 82.20 | 82.20 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 35m ago | 77.90 | 77.90 | Visible | 1 | 85 | 260.00 |
| gemini-2.5-flash-lite | Active | 5d ago | 76.80 | 76.80 | Visible | 23 | 120 | 520.00 | |
| together | Kimi-K2.7-Code | Active | 5d ago | 75.20 | 141.00 | Visible | 2 | 207 | 0.00 |
| bedrock | mixtral-8x7b | Active | 35m ago | 73.70 | 73.70 | Visible | 19 | 81 | 230.00 |
| openai | GPT-5.1-codex | Active | 5d ago | 68.90 | 69.00 | Visible | 8 | 85 | 1020.00 |
| fireworks | minimax-m2p7 | Active | 5d ago | 68.90 | 66.90 | Visible | 3 | 136 | 0.00 |
| together | GLM-5.2 | Active | 12d ago | 65.90 | 86.40 | Visible | 1 | 147 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 5d ago | 62.40 | 109.00 | Visible | 6 | 128 | 2850.00 |
| openai | GPT-5-chat-latest | Active | 5d ago | 60.80 | 60.80 | Visible | 4 | 79 | 1110.00 |
| openai | GPT-5-codex | Active | 5d ago | 57.30 | 58.70 | Visible | 1 | 80 | 1480.00 |
| bedrock | mistral-small | Active | 35m ago | 56.60 | 56.60 | Visible | 35 | 61 | 210.00 |
| openai | gpt-4.1-nano | Active | 5d ago | 52.30 | 52.30 | Visible | 2 | 88 | 900.00 |
| openai | GPT-5.1-chat-latest | Active | 5d ago | 51.20 | 55.40 | Visible | 7 | 72 | 1690.00 |
| openai | gpt-4.1 | Active | 5d ago | 50.70 | 50.70 | Visible | 4 | 79 | 710.00 |
| openai | gpt-5.2-codex | Active | 5d ago | 50.60 | 50.80 | Visible | 2 | 67 | 1300.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 5d ago | 49.70 | 74.40 | Visible | 3 | 167 | 1710.00 |
| bedrock | llama-3.2-90b | Active | 10d ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| fireworks | kimi-k2p6 | Active | 5d ago | 44.50 | 44.20 | Visible | 1 | 80 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 5d ago | 44.00 | 44.00 | Visible | 6 | 67 | 870.00 |
| openai | GPT-5.4-mini | Active | 5d ago | 43.50 | 61.70 | Visible | 5 | 77 | 1230.00 |
| bedrock | claude-haiku-4.5 | Active | 35m ago | 43.00 | 43.00 | Visible | 1 | 60 | 930.00 |
| bedrock | mistral-large | Active | 35m ago | 42.10 | 42.10 | Visible | 5 | 46 | 260.00 |
| openai | gpt-3.5-turbo | Active | 5d ago | 41.90 | 41.90 | Visible | 3 | 76 | 1200.00 |
| openai | GPT-5.2-chat-latest | Active | 5d ago | 39.40 | 41.10 | Visible | 6 | 53 | 1980.00 |
| openai | gpt-4o | Active | 5d ago | 38.90 | 38.90 | Visible | 5 | 68 | 930.00 |
| openai | gpt-4.1-mini | Active | 5d ago | 36.50 | 36.50 | Visible | 2 | 60 | 1110.00 |
| bedrock | llama-3-70b | Active | 35m ago | 36.40 | 36.40 | Visible | 1 | 42 | 420.00 |
| openai | gpt-4o-mini | Active | 5d ago | 36.30 | 36.30 | Visible | 6 | 54 | 990.00 |
| bedrock | llama-3.1-70b | Active | 35m ago | 36.00 | 36.00 | Visible | 2 | 74 | 560.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 5d ago | 35.90 | 54.30 | Visible | 5 | 73 | 4220.00 |
| fireworks | glm-5p2 | Active | 5d ago | 33.30 | 33.50 | Visible | 2 | 109 | 0.00 |
| openai | GPT-5.1 | Active | 5d ago | 31.60 | 42.90 | Visible | 3 | 59 | 1650.00 |
| fireworks | glm-5p1 | Active | 5d ago | 27.60 | 27.60 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-opus-4.7 | Active | 35m ago | 27.30 | 27.30 | Visible | 1 | 39 | 1940.00 |
| bedrock | claude-sonnet-4.6 | Active | 35m ago | 27.30 | 27.30 | Visible | 8 | 34 | 950.00 |
| openai | GPT-5.4 | Active | 5d ago | 26.30 | 42.10 | Visible | 3 | 47 | 1780.00 |
| anthropic | claude-sonnet-4.6 | Active | 5d ago | 24.10 | 24.10 | Visible | 7 | 34 | 1190.00 |
| openai | gpt-4 | Active | 5d ago | 23.30 | 23.30 | Visible | 3 | 35 | 1370.00 |
| openai | GPT-5.2 | Active | 5d ago | 23.30 | 33.50 | Visible | 4 | 38 | 1840.00 |
| bedrock | claude-sonnet-4.5 | Active | 35m ago | 22.50 | 22.50 | Visible | 1 | 30 | 1400.00 |
| openai | GPT-5.5 | Active | 5d ago | 22.30 | 28.10 | Visible | 9 | 32 | 1880.00 |
| bedrock | claude-opus-4.6 | Active | 35m ago | 21.10 | 21.10 | Visible | 3 | 25 | 1700.00 |
| bedrock | claude-opus-4.5 | Active | 35m ago | 20.30 | 20.30 | Visible | 2 | 24 | 1640.00 |
| openai | o3-pro | Active | 5d ago | 17.80 | 23.40 | Visible | 3 | 37 | 24800.00 |
| bedrock | llama-3.1-405b | Active | 17d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3730.00 |
| openai | GPT-5.3-codex | Active | 5d ago | 16.40 | 39.20 | Visible | 3 | 37 | 2310.00 |
| openai | GPT-5.2-pro | Active | 5d ago | 14.60 | 17.70 | Visible | 5 | 23 | 29600.00 |
| openai | GPT-5.5-pro | Active | 5d ago | 11.80 | 25.30 | Visible | 0 | 36 | 24700.00 |
| bedrock | claude-opus-4.1 | Active | 35m ago | 8.48 | 8.48 | Visible | 1 | 16 | 3490.00 |
Lifecycle snapshot
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