☁️ 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 | 233 tok/s |
| 2 | qwen3.6-27b | groq | 227 tok/s |
| 3 | Google: Nano Banana (Gemini 2.5 Flash Image) | 164 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 | 14d ago | 300.00 | 647.00 | Visible | 7 | 658 | 0.00 |
| groq | llama-3.1-8b | Active | 56m ago | 233.00 | 233.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 55m ago | 227.00 | 220.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 21d ago | 182.00 | 182.00 | Visible | 3 | 217 | 370.00 |
| groq | qwen-3-32b | Active | 13d ago | 168.00 | 166.00 | Visible | 1 | 241 | 0.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 17m ago | 164.00 | 164.00 | Visible | 9 | 249 | 900.00 | |
| groq | llama-3.3-70b | Active | 55m ago | 154.00 | 154.00 | Visible | 1 | 252 | 0.00 |
| bedrock | nova-micro | Active | 17m ago | 126.00 | 126.00 | Visible | 42 | 173 | 290.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 24d ago | 113.00 | 147.00 | Visible | 32 | 230 | 1430.00 |
| groq | llama-4-scout | Active | 13d ago | 112.00 | 112.00 | Visible | 3 | 200 | 0.00 |
| fireworks | GPT-oss-120b | Active | 35m ago | 106.00 | 181.00 | Visible | 7 | 211 | 0.00 |
| bedrock | llama-4-maverick | Active | 17m ago | 104.00 | 104.00 | Visible | 23 | 136 | 300.00 |
| together | LFM2.5-8B-A1B | Active | 53m ago | 104.00 | 102.00 | Visible | 33 | 134 | 0.00 |
| bedrock | llama-3.1-8b | Active | 17m ago | 95.80 | 95.80 | Visible | 7 | 112 | 380.00 |
| bedrock | nova-pro | Active | 17m ago | 93.30 | 93.30 | Visible | 37 | 132 | 370.00 |
| bedrock | llama-4-scout | Active | 17m ago | 92.40 | 92.40 | Visible | 9 | 121 | 310.00 |
| bedrock | nova-lite | Active | 17m ago | 91.90 | 91.90 | Visible | 1 | 129 | 370.00 |
| openai | o1 | Active | 25d ago | 87.60 | 115.00 | Visible | 24 | 148 | 2080.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 46m ago | 84.90 | 121.00 | Visible | 14 | 158 | 1880.00 |
| openai | GPT-5.1-codex-mini | Active | 10d ago | 84.20 | 84.40 | Visible | 7 | 106 | 1010.00 |
| bedrock | llama-3.3-70b | Active | 17m ago | 83.60 | 83.60 | Visible | 4 | 120 | 430.00 |
| bedrock | mistral-7b | Active | 17m ago | 82.20 | 82.20 | Visible | 18 | 87 | 190.00 |
| together | Kimi-K2.7-Code | Active | 50m ago | 78.00 | 146.00 | Visible | 2 | 207 | 0.00 |
| bedrock | llama-3-8b | Active | 17m ago | 77.80 | 77.80 | Visible | 1 | 85 | 260.00 |
| gemini-2.5-flash-lite | Active | 49m ago | 75.60 | 75.60 | Visible | 23 | 120 | 530.00 | |
| bedrock | mixtral-8x7b | Active | 17m ago | 73.30 | 73.30 | Visible | 19 | 81 | 230.00 |
| fireworks | minimax-m2p7 | Active | 52m ago | 68.60 | 66.70 | Visible | 8 | 136 | 0.00 |
| openai | GPT-5.1-codex | Active | 10d ago | 68.50 | 68.60 | Visible | 8 | 84 | 1030.00 |
| together | GLM-5.2 | Active | 17d ago | 66.40 | 87.20 | Visible | 1 | 145 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 10d ago | 61.00 | 107.00 | Visible | 6 | 122 | 2900.00 |
| openai | GPT-5-chat-latest | Active | 10d ago | 60.30 | 60.30 | Visible | 9 | 78 | 1110.00 |
| openai | GPT-5-codex | Active | 10d ago | 57.50 | 59.10 | Visible | 1 | 80 | 1490.00 |
| bedrock | mistral-small | Active | 17m ago | 56.40 | 56.40 | Visible | 23 | 60 | 210.00 |
| openai | gpt-4.1-nano | Active | 52m ago | 51.50 | 51.50 | Visible | 3 | 88 | 890.00 |
| openai | GPT-5.1-chat-latest | Active | 10d ago | 50.30 | 54.40 | Visible | 7 | 72 | 1730.00 |
| openai | gpt-5.2-codex | Active | 10d ago | 50.20 | 50.40 | Visible | 2 | 62 | 1350.00 |
| openai | gpt-4.1 | Active | 52m ago | 49.50 | 49.50 | Visible | 4 | 79 | 730.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 48m ago | 48.80 | 73.60 | Visible | 3 | 167 | 1720.00 |
| bedrock | llama-3.2-90b | Active | 15d ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| anthropic | claude-haiku-4.5 | Active | 53m ago | 43.60 | 43.60 | Visible | 6 | 67 | 900.00 |
| openai | GPT-5.4-mini | Active | 50m ago | 43.60 | 62.10 | Visible | 5 | 77 | 1230.00 |
| fireworks | kimi-k2p6 | Active | 37m ago | 43.10 | 42.90 | Visible | 1 | 80 | 0.00 |
| bedrock | claude-haiku-4.5 | Active | 18m ago | 42.80 | 42.80 | Visible | 1 | 60 | 940.00 |
| openai | gpt-3.5-turbo | Active | 50m ago | 42.10 | 42.10 | Visible | 3 | 76 | 1180.00 |
| bedrock | llama-3.1-70b | Active | 17m ago | 42.10 | 42.10 | Visible | 2 | 74 | 530.00 |
| bedrock | mistral-large | Active | 17m ago | 42.00 | 42.00 | Visible | 5 | 47 | 260.00 |
| openai | GPT-5.2-chat-latest | Active | 49m ago | 39.20 | 40.90 | Visible | 6 | 53 | 1990.00 |
| openai | gpt-4o | Active | 49m ago | 38.20 | 38.20 | Visible | 5 | 64 | 940.00 |
| openai | gpt-4o-mini | Active | 49m ago | 36.40 | 36.40 | Visible | 9 | 57 | 990.00 |
| bedrock | llama-3-70b | Active | 17m ago | 36.40 | 36.40 | Visible | 1 | 42 | 490.00 |
| openai | gpt-4.1-mini | Active | 49m ago | 36.30 | 36.30 | Visible | 1 | 57 | 1140.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 47m ago | 35.50 | 54.20 | Visible | 3 | 72 | 4290.00 |
| fireworks | glm-5p2 | Active | 51m ago | 32.60 | 32.80 | Visible | 2 | 109 | 0.00 |
| openai | GPT-5.1 | Active | 49m ago | 31.40 | 42.80 | Visible | 3 | 59 | 1680.00 |
| anthropic | claude-sonnet-5 | Active | 51m ago | 30.70 | 30.70 | Visible | 12 | 40 | 900.00 |
| fireworks | glm-5p1 | Active | 10d ago | 27.50 | 27.50 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 17m ago | 27.20 | 27.20 | Visible | 6 | 34 | 970.00 |
| bedrock | claude-opus-4.7 | Active | 17m ago | 27.00 | 27.00 | Visible | 1 | 39 | 1920.00 |
| openai | GPT-5.6-luna | Active | 51m ago | 26.90 | 47.60 | Visible | 8 | 42 | 2120.00 |
| openai | GPT-5.4 | Active | 49m ago | 25.80 | 41.40 | Visible | 3 | 41 | 1820.00 |
| openai | GPT-5.6-terra | Active | 50m ago | 24.80 | 40.00 | Visible | 8 | 35 | 2040.00 |
| anthropic | claude-sonnet-4.6 | Active | 36m ago | 24.10 | 24.10 | Visible | 7 | 34 | 1190.00 |
| openai | gpt-4 | Active | 49m ago | 23.30 | 23.30 | Visible | 3 | 37 | 1340.00 |
| openai | GPT-5.2 | Active | 48m ago | 23.10 | 33.30 | Visible | 4 | 38 | 1860.00 |
| bedrock | claude-sonnet-4.5 | Active | 17m ago | 22.10 | 22.10 | Visible | 1 | 30 | 1490.00 |
| openai | GPT-5.5 | Active | 47m ago | 22.10 | 27.70 | Visible | 4 | 32 | 1940.00 |
| bedrock | claude-opus-4.6 | Active | 18m ago | 21.00 | 21.00 | Visible | 3 | 25 | 1710.00 |
| bedrock | claude-opus-4.5 | Active | 18m ago | 20.10 | 20.10 | Visible | 2 | 24 | 1670.00 |
| together | Inkling | Active | 1d ago | 19.90 | 106.00 | Visible | 14 | 31 | 0.00 |
| openai | o3-pro | Active | 39m ago | 17.70 | 23.20 | Visible | 3 | 37 | 25100.00 |
| bedrock | llama-3.1-405b | Active | 22d ago | 17.00 | 17.00 | Visible | 4 | 19 | 3770.00 |
| openai | GPT-5.6-sol | Active | 50m ago | 16.90 | 27.90 | Visible | 4 | 25 | 2660.00 |
| openai | GPT-5.3-codex | Active | 48m ago | 16.60 | 39.50 | Visible | 1 | 37 | 2340.00 |
| openai | GPT-5.2-pro | Active | 21m ago | 14.40 | 17.40 | Visible | 5 | 23 | 30300.00 |
| openai | GPT-5.5-pro | Active | 33m ago | 11.60 | 24.50 | Visible | 0 | 36 | 25500.00 |
| bedrock | claude-opus-4.1 | Active | 18m ago | 8.48 | 8.48 | Visible | 1 | 16 | 3500.00 |
Lifecycle snapshot
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