☁️ 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 | 302 tok/s |
| 2 | llama-3.1-8b | groq | 238 tok/s |
| 3 | qwen3.6-27b | groq | 217 tok/s |
| 4 | Google: Nano Banana (Gemini 2.5 Flash Image) | 168 tok/s | |
| 5 | qwen-3-32b | groq | 165 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 77 of 77 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 | 35m ago | 302.00 | 652.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 22m ago | 238.00 | 238.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 55m ago | 217.00 | 210.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 4d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 53m ago | 168.00 | 168.00 | Visible | 9 | 263 | 950.00 | |
| groq | qwen-3-32b | Active | 24m ago | 165.00 | 162.00 | Visible | 1 | 241 | 0.00 |
| groq | llama-3.3-70b | Active | 20m ago | 156.00 | 156.00 | Visible | 1 | 275 | 0.00 |
| bedrock | nova-micro | Active | 20m ago | 123.00 | 123.00 | Visible | 34 | 173 | 270.00 |
| groq | llama-4-scout | Active | 47m ago | 116.00 | 115.00 | Visible | 3 | 234 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 7d ago | 114.00 | 145.00 | Visible | 15 | 230 | 1430.00 |
| fireworks | GPT-oss-120b | Active | 37m ago | 113.00 | 189.00 | Visible | 26 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 20m ago | 97.60 | 97.60 | Visible | 28 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 25m ago | 94.80 | 94.80 | Visible | 6 | 110 | 420.00 |
| bedrock | nova-pro | Active | 20m ago | 94.30 | 94.30 | Visible | 6 | 132 | 380.00 |
| bedrock | nova-lite | Active | 20m ago | 92.30 | 92.30 | Visible | 5 | 128 | 330.00 |
| bedrock | llama-4-scout | Active | 20m ago | 91.60 | 91.60 | Visible | 1 | 123 | 340.00 |
| openai | o1 | Active | 8d ago | 88.70 | 116.00 | Visible | 19 | 163 | 2130.00 |
| openai | GPT-5.1-codex-mini | Active | 37m ago | 84.70 | 84.80 | Visible | 5 | 108 | 990.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 1h ago | 83.70 | 119.00 | Visible | 14 | 162 | 1870.00 |
| bedrock | llama-3.3-70b | Active | 3h ago | 82.70 | 82.70 | Visible | 1 | 128 | 500.00 |
| bedrock | mistral-7b | Active | 20m ago | 82.40 | 82.40 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 25m ago | 78.00 | 78.00 | Visible | 12 | 85 | 220.00 |
| gemini-2.5-flash-lite | Active | 26m ago | 78.00 | 78.00 | Visible | 23 | 120 | 510.00 | |
| bedrock | mixtral-8x7b | Active | 20m ago | 74.30 | 74.30 | Visible | 1 | 81 | 270.00 |
| fireworks | minimax-m2p7 | Active | 53m ago | 69.80 | 67.90 | Visible | 2 | 136 | 0.00 |
| openai | GPT-5.1-codex | Active | 36m ago | 69.60 | 69.70 | Visible | 8 | 87 | 1000.00 |
| together | GLM-5.2 | Active | 13h ago | 66.70 | 86.80 | Visible | 1 | 158 | 0.00 |
| together | Kimi-K2.7-Code | Active | 1h ago | 66.40 | 122.00 | Visible | 0 | 207 | 0.00 |
| together | MiniMax-M3 | Active | 29d ago | 64.10 | 106.00 | Visible | 31 | 110 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 42m ago | 62.70 | 109.00 | Visible | 6 | 128 | 2840.00 |
| openai | GPT-5-chat-latest | Active | 37m ago | 61.30 | 61.30 | Visible | 4 | 79 | 1070.00 |
| openai | GPT-5-codex | Active | 22m ago | 59.10 | 60.70 | Visible | 1 | 115 | 1380.00 |
| bedrock | mistral-small | Active | 20m ago | 56.80 | 56.80 | Visible | 29 | 61 | 210.00 |
| openai | GPT-5.1-chat-latest | Active | 20m ago | 51.90 | 56.10 | Visible | 12 | 74 | 1650.00 |
| openai | gpt-5.2-codex | Active | 31m ago | 51.60 | 52.00 | Visible | 2 | 68 | 1220.00 |
| openai | gpt-4.1-nano | Active | 36m ago | 51.50 | 51.50 | Visible | 2 | 88 | 910.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 30m ago | 49.40 | 73.90 | Visible | 3 | 165 | 1710.00 |
| openai | gpt-4.1 | Active | 36m ago | 48.20 | 48.20 | Visible | 8 | 73 | 700.00 |
| bedrock | llama-3.2-90b | Active | 25m ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| fireworks | kimi-k2p6 | Active | 39m ago | 45.90 | 45.60 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 50m ago | 44.70 | 44.70 | Visible | 7 | 67 | 820.00 |
| bedrock | claude-haiku-4.5 | Active | 26m ago | 43.60 | 43.60 | Visible | 19 | 60 | 860.00 |
| openai | GPT-5.4-mini | Active | 37m ago | 43.30 | 62.00 | Visible | 4 | 70 | 1230.00 |
| bedrock | mistral-large | Active | 20m ago | 42.60 | 42.60 | Visible | 11 | 47 | 250.00 |
| openai | gpt-3.5-turbo | Active | 35m ago | 41.80 | 41.80 | Visible | 1 | 76 | 1250.00 |
| openai | GPT-5.2-chat-latest | Active | 29m ago | 40.30 | 41.80 | Visible | 6 | 54 | 1890.00 |
| openai | gpt-4o | Active | 35m ago | 38.90 | 38.90 | Visible | 8 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 35m ago | 36.90 | 36.90 | Visible | 2 | 61 | 1160.00 |
| bedrock | llama-3-70b | Active | 25m ago | 35.70 | 35.70 | Visible | 4 | 42 | 370.00 |
| openai | gpt-4o-mini | Active | 35m ago | 35.70 | 35.70 | Visible | 6 | 54 | 1000.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 1h ago | 35.00 | 52.70 | Visible | 5 | 75 | 4350.00 |
| fireworks | glm-5p2 | Active | 40m ago | 33.80 | 34.00 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 29m ago | 32.00 | 43.30 | Visible | 4 | 59 | 1580.00 |
| anthropic | claude-opus-4-8 | Active | 21d ago | 31.50 | 31.50 | Visible | 5 | 46 | 1240.00 |
| fireworks | glm-5p1 | Active | 35m ago | 27.90 | 27.90 | Visible | 2 | 63 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 25m ago | 27.10 | 27.10 | Visible | 8 | 34 | 990.00 |
| openai | GPT-5.4 | Active | 30m ago | 26.90 | 43.40 | Visible | 3 | 47 | 1730.00 |
| bedrock | claude-opus-4.7 | Active | 25m ago | 26.50 | 26.50 | Visible | 1 | 39 | 2090.00 |
| bedrock | claude-3-5-haiku | Active | 25d ago | 26.30 | 26.30 | Visible | 1 | 36 | 3650.00 |
| bedrock | llama-3.1-70b | Active | 25m ago | 24.80 | 24.80 | Visible | 2 | 26 | 620.00 |
| anthropic | claude-sonnet-4.6 | Active | 20m ago | 24.20 | 24.20 | Visible | 7 | 34 | 1180.00 |
| openai | gpt-4 | Active | 33m ago | 23.70 | 23.70 | Visible | 3 | 39 | 1350.00 |
| anthropic | claude-4-sonnet | Active | 29d ago | 23.60 | 23.60 | Visible | 19 | 26 | 1050.00 |
| openai | GPT-5.2 | Active | 27m ago | 23.30 | 33.30 | Visible | 4 | 38 | 1810.00 |
| bedrock | claude-sonnet-4.5 | Active | 25m ago | 22.40 | 22.40 | Visible | 5 | 29 | 1370.00 |
| openai | GPT-5.5 | Active | 58m ago | 21.80 | 27.40 | Visible | 7 | 32 | 1950.00 |
| anthropic | claude-opus-4.5 | Active | 21d ago | 21.70 | 21.70 | Visible | 5 | 36 | 1560.00 |
| together | Qwen3-235B-A22B-Instruct-2507-FP8 | Active | 29d ago | 21.50 | 21.50 | Visible | 3 | 38 | 0.00 |
| bedrock | claude-opus-4.6 | Active | 25m ago | 20.80 | 20.80 | Visible | 6 | 25 | 1720.00 |
| bedrock | claude-opus-4.5 | Active | 26m ago | 20.20 | 20.20 | Visible | 2 | 24 | 1650.00 |
| openai | o3-pro | Active | 1h ago | 18.10 | 23.80 | Visible | 3 | 40 | 24100.00 |
| bedrock | llama-3.1-405b | Active | 5d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3730.00 |
| openai | GPT-5.3-codex | Active | 27m ago | 15.90 | 38.10 | Visible | 0 | 34 | 2410.00 |
| openai | GPT-5.2-pro | Active | 59m ago | 14.70 | 17.80 | Visible | 4 | 23 | 29600.00 |
| anthropic | claude-4-opus | Active | 29d ago | 14.50 | 14.50 | Visible | 9 | 18 | 1780.00 |
| openai | GPT-5.5-pro | Active | 29m ago | 11.80 | 25.50 | Visible | 0 | 36 | 24600.00 |
| bedrock | claude-opus-4.1 | Active | 26m ago | 8.82 | 8.82 | Visible | 2 | 16 | 3270.00 |
Lifecycle snapshot
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