☁️ 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 | 231 tok/s |
| 2 | qwen3.6-27b | groq | 224 tok/s |
| 3 | Google: Nano Banana (Gemini 2.5 Flash Image) | 165 tok/s | |
| 4 | llama-3.3-70b | groq | 154 tok/s |
| 5 | nova-micro | bedrock | 126 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 76 of 76 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 | 15d ago | 301.00 | 645.00 | Visible | 7 | 632 | 0.00 |
| groq | llama-3.1-8b | Active | 54m ago | 231.00 | 231.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 54m ago | 224.00 | 217.00 | Visible | 1 | 321 | 0.00 |
| cerebras | gemma-4-31b | Active | 22d ago | 184.00 | 184.00 | Visible | 3 | 217 | 370.00 |
| groq | qwen-3-32b | Active | 14d ago | 169.00 | 166.00 | Visible | 1 | 241 | 0.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 46m ago | 165.00 | 165.00 | Visible | 9 | 249 | 910.00 | |
| groq | llama-3.3-70b | Active | 55m ago | 154.00 | 154.00 | Visible | 1 | 252 | 0.00 |
| bedrock | nova-micro | Active | 30m ago | 126.00 | 126.00 | Visible | 42 | 173 | 290.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 25d ago | 117.00 | 152.00 | Visible | 32 | 230 | 1400.00 |
| groq | llama-4-scout | Active | 14d ago | 112.00 | 112.00 | Visible | 3 | 200 | 0.00 |
| together | LFM2.5-8B-A1B | Active | 51m ago | 106.00 | 104.00 | Visible | 33 | 134 | 0.00 |
| bedrock | llama-4-maverick | Active | 30m ago | 105.00 | 105.00 | Visible | 23 | 136 | 300.00 |
| fireworks | GPT-oss-120b | Active | 30m ago | 105.00 | 179.00 | Visible | 7 | 211 | 0.00 |
| bedrock | llama-3.1-8b | Active | 30m ago | 95.80 | 95.80 | Visible | 7 | 112 | 380.00 |
| bedrock | nova-pro | Active | 30m ago | 93.00 | 93.00 | Visible | 37 | 132 | 380.00 |
| bedrock | llama-4-scout | Active | 30m ago | 92.80 | 92.80 | Visible | 9 | 130 | 310.00 |
| bedrock | nova-lite | Active | 30m ago | 91.90 | 91.90 | Visible | 1 | 129 | 370.00 |
| openai | o1 | Active | 26d ago | 86.50 | 113.00 | Visible | 33 | 148 | 1980.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 1h ago | 85.70 | 122.00 | Visible | 14 | 158 | 1880.00 |
| openai | GPT-5.1-codex-mini | Active | 11d ago | 84.40 | 84.60 | Visible | 7 | 106 | 1010.00 |
| bedrock | llama-3.3-70b | Active | 30m ago | 83.90 | 83.90 | Visible | 4 | 120 | 420.00 |
| bedrock | mistral-7b | Active | 30m ago | 82.20 | 82.20 | Visible | 18 | 87 | 190.00 |
| together | Kimi-K2.7-Code | Active | 45m ago | 78.30 | 148.00 | Visible | 2 | 207 | 0.00 |
| bedrock | llama-3-8b | Active | 30m ago | 77.90 | 77.90 | Visible | 1 | 87 | 260.00 |
| gemini-2.5-flash-lite | Active | 43m ago | 75.50 | 75.50 | Visible | 23 | 120 | 530.00 | |
| bedrock | mixtral-8x7b | Active | 30m ago | 73.30 | 73.30 | Visible | 19 | 81 | 230.00 |
| openai | GPT-5.1-codex | Active | 11d ago | 68.50 | 68.60 | Visible | 8 | 84 | 1030.00 |
| fireworks | minimax-m2p7 | Active | 47m ago | 68.20 | 66.30 | Visible | 8 | 136 | 0.00 |
| together | GLM-5.2 | Active | 18d ago | 66.80 | 87.80 | Visible | 1 | 145 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 11d ago | 60.90 | 107.00 | Visible | 6 | 122 | 2910.00 |
| openai | GPT-5-chat-latest | Active | 11d ago | 60.50 | 60.50 | Visible | 12 | 78 | 1110.00 |
| openai | GPT-5-codex | Active | 11d ago | 57.60 | 59.20 | Visible | 1 | 80 | 1500.00 |
| bedrock | mistral-small | Active | 30m ago | 56.30 | 56.30 | Visible | 23 | 60 | 210.00 |
| openai | gpt-4.1-nano | Active | 51m ago | 51.50 | 51.50 | Visible | 3 | 88 | 890.00 |
| openai | GPT-5.1-chat-latest | Active | 11d ago | 50.50 | 54.70 | Visible | 7 | 72 | 1720.00 |
| openai | gpt-5.2-codex | Active | 11d ago | 50.30 | 50.40 | Visible | 2 | 62 | 1360.00 |
| openai | gpt-4.1 | Active | 50m ago | 49.60 | 49.60 | Visible | 4 | 79 | 730.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 43m ago | 48.90 | 74.40 | Visible | 3 | 167 | 1700.00 |
| bedrock | llama-3.2-90b | Active | 16d ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| anthropic | claude-haiku-4.5 | Active | 50m ago | 43.80 | 43.80 | Visible | 6 | 67 | 900.00 |
| openai | GPT-5.4-mini | Active | 45m ago | 43.80 | 62.30 | Visible | 5 | 77 | 1230.00 |
| bedrock | llama-3.1-70b | Active | 30m ago | 43.30 | 43.30 | Visible | 2 | 74 | 530.00 |
| bedrock | claude-haiku-4.5 | Active | 31m ago | 43.00 | 43.00 | Visible | 1 | 60 | 930.00 |
| fireworks | kimi-k2p6 | Active | 33m ago | 42.50 | 42.30 | Visible | 1 | 80 | 0.00 |
| openai | gpt-3.5-turbo | Active | 47m ago | 42.30 | 42.30 | Visible | 4 | 76 | 1170.00 |
| bedrock | mistral-large | Active | 30m ago | 42.00 | 42.00 | Visible | 5 | 47 | 260.00 |
| openai | GPT-5.2-chat-latest | Active | 43m ago | 39.40 | 41.10 | Visible | 6 | 53 | 1980.00 |
| openai | gpt-4o | Active | 44m ago | 38.50 | 38.50 | Visible | 5 | 64 | 950.00 |
| openai | gpt-4.1-mini | Active | 45m ago | 36.70 | 36.70 | Visible | 1 | 58 | 1130.00 |
| openai | gpt-4o-mini | Active | 45m ago | 36.70 | 36.70 | Visible | 9 | 57 | 970.00 |
| bedrock | llama-3-70b | Active | 30m ago | 36.40 | 36.40 | Visible | 1 | 42 | 490.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 39m ago | 35.80 | 54.60 | Visible | 3 | 70 | 4270.00 |
| fireworks | glm-5p2 | Active | 46m ago | 32.50 | 32.80 | Visible | 2 | 109 | 0.00 |
| openai | GPT-5.1 | Active | 44m ago | 31.60 | 43.10 | Visible | 3 | 59 | 1680.00 |
| anthropic | claude-sonnet-5 | Active | 48m ago | 31.60 | 31.60 | Visible | 12 | 43 | 910.00 |
| fireworks | glm-5p1 | Active | 11d ago | 27.80 | 27.80 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 30m ago | 27.30 | 27.30 | Visible | 6 | 34 | 950.00 |
| bedrock | claude-opus-4.7 | Active | 30m ago | 27.10 | 27.10 | Visible | 1 | 39 | 1890.00 |
| openai | GPT-5.4 | Active | 43m ago | 25.90 | 41.50 | Visible | 3 | 43 | 1810.00 |
| openai | GPT-5.6-terra | Active | 45m ago | 25.60 | 41.40 | Visible | 8 | 36 | 1940.00 |
| openai | GPT-5.6-luna | Active | 45m ago | 25.30 | 45.10 | Visible | 7 | 42 | 2460.00 |
| anthropic | claude-sonnet-4.6 | Active | 33m ago | 24.20 | 24.20 | Visible | 7 | 34 | 1190.00 |
| openai | gpt-4 | Active | 43m ago | 23.40 | 23.40 | Visible | 3 | 37 | 1330.00 |
| openai | GPT-5.2 | Active | 43m ago | 23.30 | 33.50 | Visible | 4 | 38 | 1840.00 |
| openai | GPT-5.5 | Active | 42m ago | 22.20 | 27.90 | Visible | 4 | 32 | 1940.00 |
| bedrock | claude-sonnet-4.5 | Active | 30m ago | 22.10 | 22.10 | Visible | 1 | 30 | 1490.00 |
| bedrock | claude-opus-4.6 | Active | 31m ago | 21.00 | 21.00 | Visible | 3 | 25 | 1700.00 |
| bedrock | claude-opus-4.5 | Active | 31m ago | 20.10 | 20.10 | Visible | 2 | 24 | 1660.00 |
| together | Inkling | Active | 2d ago | 19.90 | 106.00 | Visible | 14 | 31 | 0.00 |
| openai | o3-pro | Active | 30m ago | 17.70 | 23.30 | Visible | 3 | 37 | 25100.00 |
| bedrock | llama-3.1-405b | Active | 23d ago | 17.10 | 17.10 | Visible | 8 | 19 | 3730.00 |
| openai | GPT-5.6-sol | Active | 45m ago | 17.10 | 29.00 | Visible | 4 | 26 | 2560.00 |
| openai | GPT-5.3-codex | Active | 43m ago | 17.00 | 40.40 | Visible | 1 | 37 | 2290.00 |
| openai | GPT-5.2-pro | Active | 58m ago | 14.40 | 17.50 | Visible | 5 | 23 | 30200.00 |
| openai | GPT-5.5-pro | Active | 1h ago | 11.60 | 24.50 | Visible | 0 | 36 | 25400.00 |
| bedrock | claude-opus-4.1 | Active | 31m ago | 8.48 | 8.48 | Visible | 1 | 16 | 3490.00 |
Lifecycle snapshot
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