☁️ 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.
Loading 7-day recommendations…
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 | 45m ago | 236.00 | 236.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 33m ago | 218.00 | 212.00 | 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 | 43m 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 | 41m ago | 155.00 | 155.00 | Visible | 1 | 275 | 0.00 |
| bedrock | nova-micro | Active | 14m 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 | 9m ago | 112.00 | 189.00 | Visible | 19 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 14m ago | 97.60 | 97.60 | Visible | 23 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 14m ago | 95.20 | 95.20 | Visible | 6 | 112 | 400.00 |
| bedrock | nova-pro | Active | 14m ago | 94.40 | 94.40 | Visible | 6 | 132 | 380.00 |
| bedrock | nova-lite | Active | 14m ago | 92.30 | 92.30 | Visible | 26 | 128 | 320.00 |
| bedrock | llama-4-scout | Active | 14m ago | 91.90 | 91.90 | Visible | 1 | 121 | 330.00 |
| openai | o1 | Active | 13d ago | 89.50 | 117.00 | Visible | 19 | 161 | 2080.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 16m ago | 85.10 | 121.00 | Visible | 14 | 162 | 1850.00 |
| openai | GPT-5.1-codex-mini | Active | 9m ago | 84.90 | 85.10 | Visible | 5 | 106 | 990.00 |
| bedrock | llama-3.3-70b | Active | 14m ago | 83.60 | 83.60 | Visible | 4 | 128 | 430.00 |
| bedrock | mistral-7b | Active | 14m ago | 82.30 | 82.30 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 14m ago | 77.90 | 77.90 | Visible | 1 | 85 | 260.00 |
| gemini-2.5-flash-lite | Active | 39m ago | 77.20 | 77.20 | Visible | 23 | 120 | 520.00 | |
| bedrock | mixtral-8x7b | Active | 14m ago | 73.90 | 73.90 | Visible | 1 | 81 | 270.00 |
| openai | GPT-5.1-codex | Active | 8m ago | 69.80 | 69.90 | Visible | 8 | 87 | 990.00 |
| together | Kimi-K2.7-Code | Active | 15m ago | 69.60 | 130.00 | Visible | 0 | 207 | 0.00 |
| fireworks | minimax-m2p7 | Active | 28m ago | 69.00 | 67.00 | Visible | 2 | 136 | 0.00 |
| together | GLM-5.2 | Active | 5d ago | 65.50 | 85.50 | Visible | 1 | 158 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 12m ago | 62.80 | 109.00 | Visible | 6 | 128 | 2820.00 |
| openai | GPT-5-chat-latest | Active | 10m ago | 61.40 | 61.40 | Visible | 4 | 79 | 1080.00 |
| openai | GPT-5-codex | Active | 25m ago | 58.50 | 60.00 | Visible | 1 | 80 | 1410.00 |
| bedrock | mistral-small | Active | 14m ago | 56.80 | 56.80 | Visible | 33 | 61 | 210.00 |
| openai | gpt-4.1-nano | Active | 9m ago | 52.20 | 52.20 | Visible | 2 | 88 | 900.00 |
| openai | GPT-5.1-chat-latest | Active | 39m ago | 52.10 | 56.20 | Visible | 12 | 74 | 1650.00 |
| openai | gpt-5.2-codex | Active | 4m ago | 51.50 | 51.70 | Visible | 2 | 68 | 1230.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 34m ago | 49.60 | 74.40 | Visible | 3 | 167 | 1710.00 |
| openai | gpt-4.1 | Active | 9m 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 | 12m ago | 44.90 | 44.60 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 9m ago | 44.30 | 44.30 | Visible | 6 | 67 | 860.00 |
| openai | GPT-5.4-mini | Active | 9m ago | 43.70 | 62.30 | Visible | 4 | 77 | 1220.00 |
| bedrock | claude-haiku-4.5 | Active | 15m ago | 43.40 | 43.40 | Visible | 10 | 60 | 870.00 |
| bedrock | mistral-large | Active | 14m ago | 42.40 | 42.40 | Visible | 5 | 47 | 250.00 |
| openai | gpt-3.5-turbo | Active | 8m ago | 42.10 | 42.10 | Visible | 1 | 76 | 1220.00 |
| openai | GPT-5.2-chat-latest | Active | 46m ago | 40.10 | 41.70 | Visible | 6 | 53 | 1900.00 |
| openai | gpt-4o | Active | 7m ago | 39.00 | 39.00 | Visible | 5 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 7m ago | 36.90 | 36.90 | Visible | 2 | 61 | 1140.00 |
| bedrock | llama-3-70b | Active | 14m ago | 36.40 | 36.40 | Visible | 1 | 42 | 410.00 |
| openai | gpt-4o-mini | Active | 7m ago | 36.00 | 36.00 | Visible | 6 | 54 | 1000.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 13m ago | 35.50 | 53.60 | Visible | 5 | 73 | 4280.00 |
| fireworks | glm-5p2 | Active | 12m ago | 33.50 | 33.70 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 47m ago | 32.00 | 43.40 | Visible | 3 | 59 | 1600.00 |
| anthropic | claude-opus-4-8 | Active | 26d ago | 31.60 | 31.60 | Visible | 5 | 46 | 1310.00 |
| bedrock | llama-3.1-70b | Active | 14m ago | 28.50 | 28.50 | Visible | 2 | 72 | 600.00 |
| fireworks | glm-5p1 | Active | 7m ago | 28.10 | 28.10 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-opus-4.7 | Active | 14m ago | 27.30 | 27.30 | Visible | 1 | 39 | 2010.00 |
| bedrock | claude-sonnet-4.6 | Active | 14m ago | 27.30 | 27.30 | Visible | 8 | 34 | 970.00 |
| openai | GPT-5.4 | Active | 47m ago | 26.70 | 43.00 | Visible | 3 | 47 | 1740.00 |
| anthropic | claude-sonnet-4.6 | Active | 38m ago | 24.10 | 24.10 | Visible | 7 | 34 | 1200.00 |
| openai | gpt-4 | Active | 5m ago | 23.60 | 23.60 | Visible | 3 | 39 | 1340.00 |
| openai | GPT-5.2 | Active | 44m ago | 23.40 | 33.50 | Visible | 4 | 38 | 1820.00 |
| bedrock | claude-sonnet-4.5 | Active | 14m ago | 22.60 | 22.60 | Visible | 5 | 29 | 1340.00 |
| openai | GPT-5.5 | Active | 28m ago | 21.90 | 27.50 | Visible | 9 | 32 | 1920.00 |
| anthropic | claude-opus-4.5 | Active | 26d ago | 21.70 | 21.70 | Visible | 5 | 36 | 1560.00 |
| bedrock | claude-opus-4.6 | Active | 14m ago | 21.00 | 21.00 | Visible | 6 | 25 | 1690.00 |
| bedrock | claude-opus-4.5 | Active | 14m ago | 20.40 | 20.40 | Visible | 2 | 24 | 1630.00 |
| openai | o3-pro | Active | 4m ago | 18.00 | 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 | 29m ago | 16.20 | 38.60 | Visible | 0 | 35 | 2390.00 |
| openai | GPT-5.2-pro | Active | 37m ago | 14.80 | 17.80 | Visible | 4 | 23 | 29500.00 |
| openai | GPT-5.5-pro | Active | 17m ago | 12.00 | 25.40 | Visible | 0 | 36 | 24600.00 |
| bedrock | claude-opus-4.1 | Active | 15m ago | 8.66 | 8.66 | Visible | 2 | 16 | 3340.00 |
Lifecycle snapshot
Loading status summary…