☁️ 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 | 218 tok/s |
| 4 | Google: Nano Banana (Gemini 2.5 Flash Image) | 169 tok/s | |
| 5 | qwen-3-32b | groq | 165 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 80 of 80 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 | 37m ago | 302.00 | 653.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 23m ago | 238.00 | 238.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 10m ago | 218.00 | 211.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 3d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 37m ago | 169.00 | 169.00 | 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 | 22m ago | 156.00 | 156.00 | Visible | 1 | 275 | 0.00 |
| together | qwen-2-1.5b-instruct | Active | 29d ago | 134.00 | 134.00 | Visible | 134 | 134 | 0.00 |
| bedrock | nova-micro | Active | 30m ago | 123.00 | 123.00 | Visible | 34 | 173 | 270.00 |
| groq | llama-4-scout | Active | 48m ago | 116.00 | 116.00 | Visible | 3 | 234 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 6d ago | 114.00 | 145.00 | Visible | 15 | 230 | 1430.00 |
| fireworks | GPT-oss-120b | Active | 40m ago | 113.00 | 189.00 | Visible | 26 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 30m ago | 97.60 | 97.60 | Visible | 28 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 30m ago | 94.70 | 94.70 | Visible | 6 | 110 | 420.00 |
| bedrock | nova-pro | Active | 30m ago | 94.50 | 94.50 | Visible | 6 | 132 | 380.00 |
| bedrock | nova-lite | Active | 30m ago | 92.50 | 92.50 | Visible | 5 | 128 | 330.00 |
| bedrock | llama-4-scout | Active | 30m ago | 91.50 | 91.50 | Visible | 1 | 123 | 340.00 |
| openai | o1 | Active | 7d ago | 88.80 | 116.00 | Visible | 19 | 163 | 2130.00 |
| openai | GPT-5.1-codex-mini | Active | 40m ago | 84.80 | 84.90 | Visible | 5 | 108 | 990.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 34m ago | 83.90 | 119.00 | Visible | 14 | 162 | 1850.00 |
| bedrock | llama-3.3-70b | Active | 30m ago | 83.10 | 83.10 | Visible | 1 | 128 | 490.00 |
| bedrock | mistral-7b | Active | 30m ago | 82.30 | 82.30 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 30m ago | 78.10 | 78.10 | Visible | 12 | 85 | 220.00 |
| gemini-2.5-flash-lite | Active | 29m ago | 78.10 | 78.10 | Visible | 23 | 120 | 510.00 | |
| bedrock | mixtral-8x7b | Active | 30m ago | 74.30 | 74.30 | Visible | 1 | 81 | 270.00 |
| fireworks | minimax-m2p7 | Active | 8m ago | 69.90 | 67.90 | Visible | 2 | 136 | 0.00 |
| openai | GPT-5.1-codex | Active | 39m ago | 69.60 | 69.70 | Visible | 8 | 87 | 1000.00 |
| together | GLM-5.2 | Active | 19m ago | 67.00 | 87.30 | Visible | 1 | 158 | 0.00 |
| together | Kimi-K2.7-Code | Active | 21m ago | 65.80 | 121.00 | Visible | 0 | 207 | 0.00 |
| together | MiniMax-M3 | Active | 28d ago | 64.50 | 118.00 | Visible | 31 | 110 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 46m ago | 63.00 | 109.00 | Visible | 6 | 128 | 2830.00 |
| openai | GPT-5-chat-latest | Active | 40m ago | 61.30 | 61.30 | Visible | 4 | 79 | 1070.00 |
| openai | GPT-5-codex | Active | 25m ago | 59.10 | 60.70 | Visible | 1 | 115 | 1380.00 |
| bedrock | mistral-small | Active | 30m ago | 56.70 | 56.70 | Visible | 29 | 61 | 210.00 |
| openai | GPT-5.1-chat-latest | Active | 23m ago | 52.20 | 56.40 | Visible | 12 | 74 | 1640.00 |
| openai | gpt-5.2-codex | Active | 35m ago | 51.80 | 52.10 | Visible | 2 | 68 | 1210.00 |
| openai | gpt-4.1-nano | Active | 39m ago | 51.70 | 51.70 | Visible | 2 | 88 | 900.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 48m ago | 49.60 | 74.10 | Visible | 3 | 165 | 1710.00 |
| openai | gpt-4.1 | Active | 40m ago | 48.10 | 48.10 | Visible | 8 | 73 | 710.00 |
| bedrock | llama-3.2-90b | Active | 30m ago | 47.00 | 47.00 | Visible | 13 | 50 | 350.00 |
| together | GPT-oss-20b | Active | 29d ago | 46.60 | 92.80 | Visible | 46 | 47 | 0.00 |
| fireworks | kimi-k2p6 | Active | 41m ago | 46.10 | 45.80 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 51m ago | 44.90 | 44.90 | Visible | 7 | 67 | 810.00 |
| bedrock | claude-haiku-4.5 | Active | 31m ago | 43.80 | 43.80 | Visible | 19 | 60 | 850.00 |
| openai | GPT-5.4-mini | Active | 40m ago | 43.20 | 61.90 | Visible | 4 | 70 | 1230.00 |
| bedrock | mistral-large | Active | 30m ago | 42.60 | 42.60 | Visible | 11 | 47 | 250.00 |
| openai | gpt-3.5-turbo | Active | 39m ago | 41.60 | 41.60 | Visible | 1 | 76 | 1250.00 |
| openai | GPT-5.2-chat-latest | Active | 32m ago | 40.30 | 41.80 | Visible | 6 | 54 | 1890.00 |
| openai | gpt-4o | Active | 38m ago | 39.00 | 39.00 | Visible | 8 | 68 | 920.00 |
| openai | gpt-4.1-mini | Active | 39m ago | 37.00 | 37.00 | Visible | 2 | 61 | 1170.00 |
| bedrock | llama-3-70b | Active | 30m ago | 35.70 | 35.70 | Visible | 4 | 42 | 360.00 |
| openai | gpt-4o-mini | Active | 39m ago | 35.70 | 35.70 | Visible | 6 | 54 | 1000.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 23m ago | 34.90 | 52.70 | Visible | 5 | 75 | 4360.00 |
| fireworks | glm-5p2 | Active | 43m ago | 33.60 | 33.80 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 33m ago | 32.20 | 43.40 | Visible | 4 | 59 | 1570.00 |
| anthropic | claude-opus-4-8 | Active | 20d ago | 31.50 | 31.50 | Visible | 5 | 46 | 1240.00 |
| fireworks | glm-5p1 | Active | 39m ago | 27.90 | 27.90 | Visible | 2 | 63 | 0.00 |
| bedrock | claude-3-5-haiku | Active | 24d ago | 27.20 | 27.20 | Visible | 1 | 37 | 3190.00 |
| bedrock | claude-sonnet-4.6 | Active | 30m ago | 27.10 | 27.10 | Visible | 8 | 34 | 980.00 |
| openai | GPT-5.4 | Active | 33m ago | 27.00 | 43.50 | Visible | 3 | 47 | 1730.00 |
| bedrock | claude-opus-4.7 | Active | 30m ago | 26.50 | 26.50 | Visible | 1 | 39 | 2090.00 |
| together | Qwen3-235B-A22B-Instruct-2507-FP8 | Active | 28d ago | 25.30 | 25.30 | Visible | 3 | 66 | 0.00 |
| anthropic | claude-4-sonnet | Active | 28d ago | 24.90 | 24.90 | Visible | 19 | 29 | 910.00 |
| bedrock | llama-3.1-70b | Active | 30m ago | 24.80 | 24.80 | Visible | 2 | 26 | 620.00 |
| anthropic | claude-sonnet-4.6 | Active | 23m ago | 24.30 | 24.30 | Visible | 7 | 34 | 1180.00 |
| openai | gpt-4 | Active | 36m ago | 23.70 | 23.70 | Visible | 3 | 39 | 1350.00 |
| openai | GPT-5.2 | Active | 30m ago | 23.30 | 33.30 | Visible | 4 | 38 | 1810.00 |
| bedrock | claude-sonnet-4.5 | Active | 30m ago | 22.50 | 22.50 | Visible | 5 | 29 | 1360.00 |
| openai | GPT-5.5 | Active | 16m ago | 21.80 | 27.50 | Visible | 7 | 32 | 1950.00 |
| anthropic | claude-opus-4.5 | Active | 20d ago | 21.70 | 21.70 | Visible | 5 | 36 | 1560.00 |
| bedrock | claude-opus-4.6 | Active | 30m ago | 20.90 | 20.90 | Visible | 6 | 25 | 1710.00 |
| bedrock | claude-opus-4.5 | Active | 30m ago | 20.20 | 20.20 | Visible | 2 | 24 | 1640.00 |
| openai | o3-pro | Active | 29m ago | 18.30 | 24.10 | Visible | 3 | 40 | 23800.00 |
| bedrock | llama-3.1-405b | Active | 5d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3720.00 |
| openai | GPT-5.3-codex | Active | 30m ago | 15.80 | 38.10 | Visible | 0 | 34 | 2420.00 |
| anthropic | claude-4-opus | Active | 28d ago | 15.10 | 15.10 | Visible | 9 | 18 | 1820.00 |
| openai | GPT-5.2-pro | Active | 25m ago | 14.80 | 17.80 | Visible | 4 | 23 | 29500.00 |
| openai | GPT-5.5-pro | Active | 35m ago | 11.80 | 25.40 | Visible | 0 | 36 | 24600.00 |
| bedrock | claude-opus-4.1 | Active | 31m ago | 8.84 | 8.84 | Visible | 2 | 16 | 3250.00 |
| together | Llama-Guard-4-12B | Active | 29d ago | 3.27 | 6.55 | Visible | 3 | 4 | 0.00 |
Lifecycle snapshot
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