☁️ 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 | 229 tok/s |
| 2 | qwen3.6-27b | groq | 221 tok/s |
| 3 | Google: Nano Banana (Gemini 2.5 Flash Image) | 161 tok/s | |
| 4 | llama-3.3-70b | groq | 154 tok/s |
| 5 | nova-micro | bedrock | 125 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 76 of 76 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 | 17d ago | 300.00 | 644.00 | Visible | 7 | 632 | 0.00 |
| groq | llama-3.1-8b | Active | 42m ago | 229.00 | 229.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 42m ago | 221.00 | 214.00 | Visible | 3 | 324 | 0.00 |
| cerebras | gemma-4-31b | Active | 24d ago | 182.00 | 182.00 | Visible | 3 | 212 | 400.00 |
| groq | qwen-3-32b | Active | 16d ago | 170.00 | 167.00 | Visible | 1 | 241 | 0.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 33m ago | 161.00 | 161.00 | Visible | 9 | 249 | 930.00 | |
| groq | llama-3.3-70b | Active | 42m ago | 154.00 | 154.00 | Visible | 1 | 252 | 0.00 |
| bedrock | nova-micro | Active | 36m ago | 125.00 | 125.00 | Visible | 42 | 173 | 290.00 |
| groq | llama-4-scout | Active | 16d ago | 113.00 | 112.00 | Visible | 3 | 200 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 27d ago | 111.00 | 147.00 | Visible | 32 | 230 | 1490.00 |
| together | LFM2.5-8B-A1B | Active | 38m ago | 109.00 | 107.00 | Visible | 17 | 138 | 0.00 |
| bedrock | llama-4-maverick | Active | 36m ago | 106.00 | 106.00 | Visible | 23 | 135 | 290.00 |
| fireworks | GPT-oss-120b | Active | 49m ago | 103.00 | 175.00 | Visible | 7 | 211 | 0.00 |
| bedrock | llama-3.1-8b | Active | 36m ago | 95.80 | 95.80 | Visible | 7 | 112 | 390.00 |
| bedrock | llama-4-scout | Active | 36m ago | 93.90 | 93.90 | Visible | 19 | 130 | 300.00 |
| bedrock | nova-pro | Active | 36m ago | 92.90 | 92.90 | Visible | 37 | 132 | 380.00 |
| bedrock | nova-lite | Active | 36m ago | 91.70 | 91.70 | Visible | 1 | 129 | 370.00 |
| openai | o1 | Active | 28d ago | 86.90 | 107.00 | Visible | 36 | 127 | 1770.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 34m ago | 85.50 | 121.00 | Visible | 19 | 154 | 1900.00 |
| openai | GPT-5.1-codex-mini | Active | 13d ago | 84.10 | 84.20 | Visible | 7 | 105 | 1020.00 |
| bedrock | llama-3.3-70b | Active | 36m ago | 83.90 | 83.90 | Visible | 4 | 120 | 420.00 |
| bedrock | mistral-7b | Active | 36m ago | 82.20 | 82.20 | Visible | 25 | 87 | 190.00 |
| bedrock | llama-3-8b | Active | 36m ago | 77.90 | 77.90 | Visible | 1 | 87 | 260.00 |
| together | Kimi-K2.7-Code | Active | 58m ago | 77.60 | 146.00 | Visible | 2 | 199 | 0.00 |
| gemini-2.5-flash-lite | Active | 54m ago | 74.80 | 74.80 | Visible | 29 | 112 | 540.00 | |
| bedrock | mixtral-8x7b | Active | 36m ago | 73.40 | 73.40 | Visible | 19 | 81 | 230.00 |
| openai | GPT-5.1-codex | Active | 13d ago | 68.70 | 68.80 | Visible | 8 | 84 | 1030.00 |
| fireworks | minimax-m2p7 | Active | 1h ago | 67.30 | 65.30 | Visible | 8 | 136 | 0.00 |
| together | GLM-5.2 | Active | 20d ago | 66.00 | 86.60 | Visible | 9 | 141 | 0.00 |
| openai | GPT-5-chat-latest | Active | 13d ago | 60.40 | 60.40 | Visible | 12 | 78 | 1110.00 |
| openai | GPT-5.1-codex-max | Active | 13d ago | 60.20 | 107.00 | Visible | 6 | 122 | 2940.00 |
| openai | GPT-5-codex | Active | 13d ago | 57.40 | 58.90 | Visible | 1 | 80 | 1510.00 |
| bedrock | mistral-small | Active | 36m ago | 56.30 | 56.30 | Visible | 23 | 61 | 210.00 |
| openai | gpt-4.1-nano | Active | 34m ago | 51.20 | 51.20 | Visible | 3 | 88 | 900.00 |
| openai | GPT-5.1-chat-latest | Active | 13d ago | 50.50 | 54.60 | Visible | 7 | 72 | 1720.00 |
| openai | gpt-5.2-codex | Active | 13d ago | 50.30 | 50.40 | Visible | 2 | 62 | 1370.00 |
| openai | gpt-4.1 | Active | 32m ago | 49.60 | 49.60 | Visible | 4 | 79 | 740.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 59m ago | 48.80 | 74.20 | Visible | 3 | 170 | 1700.00 |
| bedrock | llama-3.2-90b | Active | 18d ago | 46.80 | 46.80 | Visible | 13 | 50 | 350.00 |
| bedrock | llama-3.1-70b | Active | 36m ago | 45.80 | 45.80 | Visible | 2 | 74 | 520.00 |
| openai | GPT-5.4-mini | Active | 1h ago | 44.10 | 62.20 | Visible | 5 | 77 | 1220.00 |
| anthropic | claude-haiku-4.5 | Active | 33m ago | 43.70 | 43.70 | Visible | 6 | 67 | 910.00 |
| bedrock | claude-haiku-4.5 | Active | 37m ago | 43.00 | 43.00 | Visible | 1 | 60 | 930.00 |
| openai | gpt-3.5-turbo | Active | 1h ago | 42.20 | 42.20 | Visible | 4 | 76 | 1170.00 |
| bedrock | mistral-large | Active | 36m ago | 42.00 | 42.00 | Visible | 5 | 47 | 260.00 |
| fireworks | kimi-k2p6 | Active | 38m ago | 41.20 | 40.90 | Visible | 1 | 80 | 0.00 |
| openai | GPT-5.2-chat-latest | Active | 59m ago | 39.50 | 41.00 | Visible | 6 | 53 | 1990.00 |
| openai | gpt-4o | Active | 1h ago | 38.70 | 38.70 | Visible | 5 | 64 | 930.00 |
| openai | gpt-4o-mini | Active | 1h ago | 37.30 | 37.30 | Visible | 9 | 57 | 970.00 |
| openai | gpt-4.1-mini | Active | 1h ago | 36.90 | 36.90 | Visible | 1 | 58 | 1110.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 49m ago | 36.90 | 56.40 | Visible | 3 | 74 | 4150.00 |
| bedrock | llama-3-70b | Active | 36m ago | 36.50 | 36.50 | Visible | 1 | 42 | 510.00 |
| fireworks | glm-5p2 | Active | 1h ago | 32.10 | 32.30 | Visible | 2 | 109 | 0.00 |
| openai | GPT-5.1 | Active | 1h ago | 31.50 | 42.90 | Visible | 3 | 59 | 1680.00 |
| anthropic | claude-sonnet-5 | Active | 1h ago | 30.80 | 30.80 | Visible | 9 | 43 | 1020.00 |
| fireworks | glm-5p1 | Active | 13d ago | 28.20 | 28.20 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 36m ago | 27.30 | 27.30 | Visible | 6 | 34 | 950.00 |
| bedrock | claude-opus-4.7 | Active | 36m ago | 27.20 | 27.20 | Visible | 1 | 39 | 1860.00 |
| openai | GPT-5.6-luna | Active | 1h ago | 26.30 | 47.00 | Visible | 7 | 47 | 2250.00 |
| openai | GPT-5.6-terra | Active | 46m ago | 25.80 | 42.20 | Visible | 2 | 37 | 1980.00 |
| openai | GPT-5.4 | Active | 58m ago | 25.60 | 41.10 | Visible | 3 | 48 | 1830.00 |
| anthropic | claude-sonnet-4.6 | Active | 50m ago | 24.10 | 24.10 | Visible | 7 | 34 | 1200.00 |
| openai | GPT-5.2 | Active | 57m ago | 23.30 | 33.50 | Visible | 4 | 38 | 1840.00 |
| openai | gpt-4 | Active | 1h ago | 23.10 | 23.10 | Visible | 3 | 37 | 1340.00 |
| bedrock | claude-sonnet-4.5 | Active | 36m ago | 22.20 | 22.20 | Visible | 1 | 30 | 1500.00 |
| openai | GPT-5.5 | Active | 55m ago | 22.10 | 27.70 | Visible | 4 | 32 | 1960.00 |
| bedrock | claude-opus-4.6 | Active | 36m ago | 21.00 | 21.00 | Visible | 3 | 25 | 1700.00 |
| bedrock | claude-opus-4.5 | Active | 36m ago | 20.10 | 20.10 | Visible | 2 | 24 | 1650.00 |
| together | Inkling | Active | 4d ago | 19.90 | 106.00 | Visible | 14 | 31 | 0.00 |
| openai | o3-pro | Active | 34m ago | 17.50 | 23.00 | Visible | 3 | 37 | 25400.00 |
| openai | GPT-5.6-sol | Active | 59m ago | 17.50 | 29.40 | Visible | 4 | 28 | 2530.00 |
| openai | GPT-5.3-codex | Active | 58m ago | 17.40 | 41.30 | Visible | 1 | 37 | 2260.00 |
| bedrock | llama-3.1-405b | Active | 25d ago | 17.10 | 17.10 | Visible | 8 | 19 | 3730.00 |
| openai | GPT-5.2-pro | Active | 1h ago | 14.60 | 17.60 | Visible | 5 | 23 | 30000.00 |
| openai | GPT-5.5-pro | Active | 29m ago | 11.80 | 24.50 | Visible | 0 | 36 | 25100.00 |
| bedrock | claude-opus-4.1 | Active | 37m ago | 8.49 | 8.49 | Visible | 1 | 16 | 3490.00 |
Lifecycle snapshot
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