☁️ 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 | 237 tok/s |
| 2 | qwen3.6-27b | groq | 215 tok/s |
| 3 | Google: Nano Banana (Gemini 2.5 Flash Image) | 168 tok/s | |
| 4 | qwen-3-32b | groq | 167 tok/s |
| 5 | llama-3.3-70b | groq | 155 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 | 1d ago | 303.00 | 651.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 54m ago | 237.00 | 237.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 41m ago | 215.00 | 209.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 8d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 1h ago | 168.00 | 168.00 | Visible | 9 | 263 | 930.00 | |
| groq | qwen-3-32b | Active | 19h ago | 167.00 | 164.00 | Visible | 1 | 241 | 0.00 |
| groq | llama-3.3-70b | Active | 50m ago | 155.00 | 155.00 | Visible | 1 | 275 | 0.00 |
| bedrock | nova-micro | Active | 36m ago | 123.00 | 123.00 | Visible | 42 | 173 | 290.00 |
| groq | llama-4-scout | Active | 18h ago | 116.00 | 116.00 | Visible | 3 | 215 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 11d ago | 114.00 | 145.00 | Visible | 15 | 230 | 1430.00 |
| fireworks | GPT-oss-120b | Active | 1h ago | 112.00 | 189.00 | Visible | 19 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 36m ago | 97.50 | 97.50 | Visible | 23 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 36m ago | 95.00 | 95.00 | Visible | 6 | 110 | 400.00 |
| bedrock | nova-pro | Active | 36m ago | 94.00 | 94.00 | Visible | 6 | 132 | 380.00 |
| bedrock | nova-lite | Active | 36m ago | 92.20 | 92.20 | Visible | 26 | 128 | 320.00 |
| bedrock | llama-4-scout | Active | 36m ago | 91.80 | 91.80 | Visible | 1 | 123 | 330.00 |
| openai | o1 | Active | 12d ago | 89.20 | 117.00 | Visible | 19 | 163 | 2090.00 |
| openai | GPT-5.1-codex-mini | Active | 1h ago | 84.90 | 85.00 | Visible | 5 | 108 | 1000.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 25m ago | 84.30 | 120.00 | Visible | 14 | 162 | 1860.00 |
| bedrock | llama-3.3-70b | Active | 36m ago | 83.00 | 83.00 | Visible | 4 | 128 | 430.00 |
| bedrock | mistral-7b | Active | 36m ago | 82.30 | 82.30 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 36m ago | 77.90 | 77.90 | Visible | 1 | 85 | 260.00 |
| gemini-2.5-flash-lite | Active | 49m ago | 77.40 | 77.40 | Visible | 23 | 120 | 520.00 | |
| bedrock | mixtral-8x7b | Active | 36m ago | 74.00 | 74.00 | Visible | 1 | 81 | 270.00 |
| openai | GPT-5.1-codex | Active | 1h ago | 69.70 | 69.80 | Visible | 8 | 87 | 1000.00 |
| fireworks | minimax-m2p7 | Active | 37m ago | 68.90 | 66.90 | Visible | 2 | 136 | 0.00 |
| together | Kimi-K2.7-Code | Active | 25m ago | 68.50 | 127.00 | Visible | 0 | 207 | 0.00 |
| together | GLM-5.2 | Active | 4d ago | 66.50 | 86.70 | Visible | 1 | 158 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 1h ago | 62.90 | 109.00 | Visible | 6 | 128 | 2820.00 |
| openai | GPT-5-chat-latest | Active | 1h ago | 61.30 | 61.30 | Visible | 4 | 79 | 1080.00 |
| openai | GPT-5-codex | Active | 35m ago | 58.60 | 60.10 | Visible | 1 | 115 | 1400.00 |
| bedrock | mistral-small | Active | 36m ago | 56.80 | 56.80 | Visible | 29 | 61 | 210.00 |
| openai | gpt-4.1-nano | Active | 1h ago | 52.10 | 52.10 | Visible | 2 | 88 | 900.00 |
| openai | GPT-5.1-chat-latest | Active | 47m ago | 52.00 | 56.20 | Visible | 12 | 74 | 1650.00 |
| openai | gpt-5.2-codex | Active | 59m ago | 51.40 | 51.70 | Visible | 2 | 68 | 1240.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 43m ago | 49.30 | 74.00 | Visible | 3 | 165 | 1710.00 |
| openai | gpt-4.1 | Active | 1h ago | 49.00 | 49.00 | Visible | 8 | 73 | 700.00 |
| bedrock | llama-3.2-90b | Active | 2d ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| fireworks | kimi-k2p6 | Active | 1h ago | 44.60 | 44.40 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 1h ago | 44.20 | 44.20 | Visible | 6 | 67 | 860.00 |
| openai | GPT-5.4-mini | Active | 1h ago | 43.60 | 62.30 | Visible | 4 | 77 | 1220.00 |
| bedrock | claude-haiku-4.5 | Active | 37m ago | 43.30 | 43.30 | Visible | 10 | 60 | 870.00 |
| bedrock | mistral-large | Active | 36m ago | 42.40 | 42.40 | Visible | 5 | 47 | 260.00 |
| openai | gpt-3.5-turbo | Active | 1h ago | 42.20 | 42.20 | Visible | 1 | 76 | 1220.00 |
| openai | GPT-5.2-chat-latest | Active | 56m ago | 40.10 | 41.70 | Visible | 6 | 54 | 1890.00 |
| openai | gpt-4o | Active | 1h ago | 39.00 | 39.00 | Visible | 5 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 1h ago | 37.00 | 37.00 | Visible | 2 | 61 | 1140.00 |
| bedrock | llama-3-70b | Active | 36m ago | 36.20 | 36.20 | Visible | 1 | 42 | 410.00 |
| openai | gpt-4o-mini | Active | 1h ago | 35.80 | 35.80 | Visible | 6 | 54 | 1000.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 1h ago | 35.40 | 53.50 | Visible | 5 | 75 | 4290.00 |
| fireworks | glm-5p2 | Active | 1h ago | 33.70 | 33.90 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 56m ago | 32.00 | 43.30 | Visible | 3 | 59 | 1610.00 |
| anthropic | claude-opus-4-8 | Active | 25d ago | 31.80 | 31.80 | Visible | 5 | 46 | 1250.00 |
| fireworks | glm-5p1 | Active | 1h ago | 28.20 | 28.30 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-3-5-haiku | Active | 29d ago | 27.80 | 27.80 | Visible | 14 | 36 | 790.00 |
| bedrock | claude-sonnet-4.6 | Active | 36m ago | 27.20 | 27.20 | Visible | 8 | 34 | 970.00 |
| bedrock | claude-opus-4.7 | Active | 36m ago | 27.10 | 27.10 | Visible | 1 | 39 | 2030.00 |
| bedrock | llama-3.1-70b | Active | 36m ago | 27.10 | 27.10 | Visible | 2 | 72 | 610.00 |
| openai | GPT-5.4 | Active | 57m ago | 26.60 | 43.00 | Visible | 3 | 47 | 1740.00 |
| anthropic | claude-sonnet-4.6 | Active | 47m ago | 24.10 | 24.10 | Visible | 7 | 34 | 1200.00 |
| openai | gpt-4 | Active | 26m ago | 23.60 | 23.60 | Visible | 3 | 39 | 1340.00 |
| openai | GPT-5.2 | Active | 54m ago | 23.30 | 33.40 | Visible | 4 | 38 | 1820.00 |
| bedrock | claude-sonnet-4.5 | Active | 36m ago | 22.60 | 22.60 | Visible | 5 | 29 | 1350.00 |
| anthropic | claude-opus-4.5 | Active | 25d ago | 21.80 | 21.80 | Visible | 5 | 36 | 1530.00 |
| openai | GPT-5.5 | Active | 37m ago | 21.70 | 27.40 | Visible | 7 | 32 | 1940.00 |
| bedrock | claude-opus-4.6 | Active | 37m ago | 20.90 | 20.90 | Visible | 6 | 25 | 1700.00 |
| bedrock | claude-opus-4.5 | Active | 37m ago | 20.30 | 20.30 | Visible | 2 | 24 | 1640.00 |
| openai | o3-pro | Active | 1h ago | 17.80 | 23.40 | Visible | 3 | 40 | 24600.00 |
| bedrock | llama-3.1-405b | Active | 9d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3740.00 |
| openai | GPT-5.3-codex | Active | 38m ago | 16.00 | 38.10 | Visible | 0 | 35 | 2410.00 |
| openai | GPT-5.2-pro | Active | 50m ago | 14.70 | 17.80 | Visible | 4 | 23 | 29600.00 |
| openai | GPT-5.5-pro | Active | 35m ago | 12.00 | 25.50 | Visible | 0 | 36 | 24400.00 |
| bedrock | claude-opus-4.1 | Active | 37m ago | 8.70 | 8.70 | Visible | 2 | 16 | 3310.00 |
Lifecycle snapshot
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