☁️ 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 | GPT-oss-safeguard-20b | groq | 303 tok/s |
| 2 | llama-3.1-8b | groq | 237 tok/s |
| 3 | qwen3.6-27b | groq | 216 tok/s |
| 4 | Google: Nano Banana (Gemini 2.5 Flash Image) | 168 tok/s | |
| 5 | qwen-3-32b | groq | 166 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 73 of 73 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 | 49m ago | 303.00 | 651.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 37m ago | 237.00 | 237.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 24m ago | 216.00 | 209.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 6d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 30m ago | 168.00 | 168.00 | Visible | 9 | 263 | 940.00 | |
| groq | qwen-3-32b | Active | 38m ago | 166.00 | 163.00 | Visible | 1 | 241 | 0.00 |
| groq | llama-3.3-70b | Active | 34m ago | 155.00 | 155.00 | Visible | 1 | 275 | 0.00 |
| bedrock | nova-micro | Active | 35m ago | 122.00 | 122.00 | Visible | 42 | 173 | 280.00 |
| groq | llama-4-scout | Active | 1h ago | 116.00 | 115.00 | Visible | 3 | 234 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 9d ago | 114.00 | 145.00 | Visible | 15 | 230 | 1430.00 |
| fireworks | GPT-oss-120b | Active | 49m ago | 113.00 | 189.00 | Visible | 26 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 35m ago | 97.50 | 97.50 | Visible | 28 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 36m ago | 94.90 | 94.90 | Visible | 6 | 110 | 400.00 |
| bedrock | nova-pro | Active | 35m ago | 94.00 | 94.00 | Visible | 6 | 132 | 380.00 |
| bedrock | nova-lite | Active | 35m ago | 92.40 | 92.40 | Visible | 5 | 128 | 330.00 |
| bedrock | llama-4-scout | Active | 35m ago | 91.60 | 91.60 | Visible | 1 | 123 | 340.00 |
| openai | o1 | Active | 10d ago | 88.90 | 116.00 | Visible | 19 | 163 | 2100.00 |
| openai | GPT-5.1-codex-mini | Active | 49m ago | 84.50 | 84.70 | Visible | 5 | 108 | 1000.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 59m ago | 83.80 | 119.00 | Visible | 14 | 162 | 1860.00 |
| bedrock | llama-3.3-70b | Active | 36m ago | 82.90 | 82.90 | Visible | 3 | 128 | 450.00 |
| bedrock | mistral-7b | Active | 35m ago | 82.40 | 82.40 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 36m ago | 78.00 | 78.00 | Visible | 28 | 85 | 210.00 |
| gemini-2.5-flash-lite | Active | 37m ago | 77.70 | 77.70 | Visible | 23 | 120 | 510.00 | |
| bedrock | mixtral-8x7b | Active | 35m ago | 74.20 | 74.20 | Visible | 1 | 81 | 270.00 |
| openai | GPT-5.1-codex | Active | 47m ago | 69.70 | 69.80 | Visible | 8 | 87 | 1000.00 |
| fireworks | minimax-m2p7 | Active | 20m ago | 69.50 | 67.50 | Visible | 2 | 136 | 0.00 |
| together | Kimi-K2.7-Code | Active | 59m ago | 67.20 | 124.00 | Visible | 0 | 207 | 0.00 |
| together | GLM-5.2 | Active | 2d ago | 66.70 | 86.80 | Visible | 1 | 158 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 55m ago | 62.90 | 109.00 | Visible | 6 | 128 | 2830.00 |
| openai | GPT-5-chat-latest | Active | 49m ago | 61.50 | 61.50 | Visible | 4 | 79 | 1070.00 |
| openai | GPT-5-codex | Active | 1h ago | 58.90 | 60.40 | Visible | 1 | 115 | 1390.00 |
| bedrock | mistral-small | Active | 35m ago | 56.80 | 56.80 | Visible | 29 | 61 | 210.00 |
| openai | GPT-5.1-chat-latest | Active | 32m ago | 51.90 | 56.10 | Visible | 12 | 74 | 1650.00 |
| openai | gpt-5.2-codex | Active | 43m ago | 51.50 | 51.90 | Visible | 2 | 68 | 1230.00 |
| openai | gpt-4.1-nano | Active | 49m ago | 51.50 | 51.50 | Visible | 2 | 88 | 910.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 29m ago | 49.30 | 73.70 | Visible | 3 | 165 | 1720.00 |
| openai | gpt-4.1 | Active | 49m ago | 48.60 | 48.60 | Visible | 8 | 73 | 700.00 |
| bedrock | llama-3.2-90b | Active | 3h ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| fireworks | kimi-k2p6 | Active | 52m ago | 45.00 | 44.70 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 49m ago | 44.30 | 44.30 | Visible | 6 | 67 | 850.00 |
| bedrock | claude-haiku-4.5 | Active | 36m ago | 43.40 | 43.40 | Visible | 19 | 60 | 870.00 |
| openai | GPT-5.4-mini | Active | 49m ago | 43.40 | 62.10 | Visible | 4 | 77 | 1230.00 |
| bedrock | mistral-large | Active | 35m ago | 42.50 | 42.50 | Visible | 5 | 47 | 260.00 |
| openai | gpt-3.5-turbo | Active | 48m ago | 42.00 | 42.00 | Visible | 1 | 76 | 1230.00 |
| openai | GPT-5.2-chat-latest | Active | 41m ago | 40.10 | 41.60 | Visible | 6 | 54 | 1900.00 |
| openai | gpt-4o | Active | 47m ago | 38.90 | 38.90 | Visible | 8 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 47m ago | 37.00 | 37.00 | Visible | 2 | 61 | 1140.00 |
| bedrock | llama-3-70b | Active | 36m ago | 35.90 | 35.90 | Visible | 4 | 42 | 370.00 |
| openai | gpt-4o-mini | Active | 47m ago | 35.70 | 35.70 | Visible | 6 | 54 | 1000.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 58m ago | 35.10 | 52.90 | Visible | 5 | 75 | 4330.00 |
| fireworks | glm-5p2 | Active | 52m ago | 33.80 | 34.00 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 41m ago | 32.00 | 43.30 | Visible | 3 | 59 | 1610.00 |
| anthropic | claude-opus-4-8 | Active | 23d ago | 31.70 | 31.70 | Visible | 5 | 46 | 1260.00 |
| fireworks | glm-5p1 | Active | 47m ago | 28.00 | 28.10 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 36m ago | 27.10 | 27.10 | Visible | 8 | 34 | 980.00 |
| openai | GPT-5.4 | Active | 42m ago | 26.90 | 43.30 | Visible | 3 | 47 | 1730.00 |
| bedrock | claude-opus-4.7 | Active | 36m ago | 26.80 | 26.80 | Visible | 1 | 39 | 2060.00 |
| bedrock | claude-3-5-haiku | Active | 27d ago | 24.80 | 24.80 | Visible | 1 | 36 | 5470.00 |
| bedrock | llama-3.1-70b | Active | 36m ago | 24.80 | 24.80 | Visible | 2 | 26 | 620.00 |
| anthropic | claude-sonnet-4.6 | Active | 32m ago | 24.20 | 24.20 | Visible | 7 | 34 | 1190.00 |
| openai | gpt-4 | Active | 45m ago | 23.60 | 23.60 | Visible | 3 | 39 | 1340.00 |
| openai | GPT-5.2 | Active | 39m ago | 23.30 | 33.30 | Visible | 4 | 38 | 1820.00 |
| bedrock | claude-sonnet-4.5 | Active | 36m ago | 22.40 | 22.40 | Visible | 5 | 29 | 1370.00 |
| anthropic | claude-opus-4.5 | Active | 23d ago | 21.90 | 21.90 | Visible | 5 | 36 | 1510.00 |
| openai | GPT-5.5 | Active | 23m ago | 21.70 | 27.30 | Visible | 7 | 32 | 1960.00 |
| bedrock | claude-opus-4.6 | Active | 36m ago | 20.80 | 20.80 | Visible | 6 | 25 | 1710.00 |
| bedrock | claude-opus-4.5 | Active | 36m ago | 20.20 | 20.20 | Visible | 2 | 24 | 1640.00 |
| openai | o3-pro | Active | 58m ago | 17.90 | 23.50 | Visible | 3 | 40 | 24500.00 |
| bedrock | llama-3.1-405b | Active | 7d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3740.00 |
| openai | GPT-5.3-codex | Active | 24m ago | 15.90 | 38.00 | Visible | 0 | 34 | 2420.00 |
| openai | GPT-5.2-pro | Active | 53m ago | 14.70 | 17.70 | Visible | 4 | 23 | 29600.00 |
| openai | GPT-5.5-pro | Active | 30m ago | 11.90 | 25.40 | Visible | 0 | 36 | 24600.00 |
| bedrock | claude-opus-4.1 | Active | 36m ago | 8.75 | 8.75 | Visible | 2 | 16 | 3300.00 |
Lifecycle snapshot
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