☁️ 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 | 222 tok/s |
| 3 | Google: Nano Banana (Gemini 2.5 Flash Image) | 163 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 | 16d ago | 299.00 | 643.00 | Visible | 7 | 632 | 0.00 |
| groq | llama-3.1-8b | Active | 33m ago | 229.00 | 229.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 32m ago | 222.00 | 215.00 | Visible | 1 | 321 | 0.00 |
| cerebras | gemma-4-31b | Active | 23d ago | 183.00 | 183.00 | Visible | 3 | 217 | 380.00 |
| groq | qwen-3-32b | Active | 15d ago | 169.00 | 167.00 | Visible | 1 | 241 | 0.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 32m ago | 163.00 | 163.00 | Visible | 9 | 249 | 920.00 | |
| groq | llama-3.3-70b | Active | 33m ago | 154.00 | 154.00 | Visible | 1 | 252 | 0.00 |
| bedrock | nova-micro | Active | 33m ago | 125.00 | 125.00 | Visible | 42 | 173 | 290.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 26d ago | 117.00 | 153.00 | Visible | 32 | 230 | 1430.00 |
| groq | llama-4-scout | Active | 15d ago | 112.00 | 112.00 | Visible | 3 | 200 | 0.00 |
| together | LFM2.5-8B-A1B | Active | 30m ago | 108.00 | 107.00 | Visible | 33 | 138 | 0.00 |
| fireworks | GPT-oss-120b | Active | 48m ago | 105.00 | 179.00 | Visible | 7 | 211 | 0.00 |
| bedrock | llama-4-maverick | Active | 33m ago | 105.00 | 105.00 | Visible | 23 | 136 | 290.00 |
| bedrock | llama-3.1-8b | Active | 33m ago | 95.80 | 95.80 | Visible | 7 | 112 | 380.00 |
| bedrock | llama-4-scout | Active | 33m ago | 93.40 | 93.40 | Visible | 9 | 130 | 310.00 |
| bedrock | nova-pro | Active | 33m ago | 93.20 | 93.20 | Visible | 37 | 132 | 380.00 |
| bedrock | nova-lite | Active | 33m ago | 91.90 | 91.90 | Visible | 1 | 129 | 370.00 |
| openai | o1 | Active | 27d ago | 88.00 | 113.00 | Visible | 33 | 148 | 1870.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 35m ago | 85.50 | 121.00 | Visible | 14 | 158 | 1890.00 |
| openai | GPT-5.1-codex-mini | Active | 12d ago | 84.40 | 84.50 | Visible | 7 | 106 | 1010.00 |
| bedrock | llama-3.3-70b | Active | 33m ago | 84.40 | 84.40 | Visible | 4 | 120 | 420.00 |
| bedrock | mistral-7b | Active | 33m ago | 82.20 | 82.20 | Visible | 18 | 87 | 190.00 |
| together | Kimi-K2.7-Code | Active | 58m ago | 78.00 | 147.00 | Visible | 2 | 199 | 0.00 |
| bedrock | llama-3-8b | Active | 33m ago | 77.90 | 77.90 | Visible | 1 | 87 | 260.00 |
| gemini-2.5-flash-lite | Active | 55m ago | 75.40 | 75.40 | Visible | 23 | 120 | 530.00 | |
| bedrock | mixtral-8x7b | Active | 33m ago | 73.40 | 73.40 | Visible | 19 | 81 | 230.00 |
| openai | GPT-5.1-codex | Active | 12d ago | 68.70 | 68.80 | Visible | 8 | 84 | 1030.00 |
| fireworks | minimax-m2p7 | Active | 1h ago | 67.90 | 66.00 | Visible | 8 | 136 | 0.00 |
| together | GLM-5.2 | Active | 19d ago | 66.90 | 87.80 | Visible | 1 | 145 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 12d ago | 60.70 | 107.00 | Visible | 6 | 122 | 2910.00 |
| openai | GPT-5-chat-latest | Active | 12d ago | 60.60 | 60.60 | Visible | 12 | 78 | 1110.00 |
| openai | GPT-5-codex | Active | 12d ago | 57.50 | 59.10 | Visible | 1 | 80 | 1510.00 |
| bedrock | mistral-small | Active | 33m ago | 56.30 | 56.30 | Visible | 23 | 60 | 210.00 |
| openai | gpt-4.1-nano | Active | 28m ago | 51.60 | 51.60 | Visible | 3 | 88 | 900.00 |
| openai | GPT-5.1-chat-latest | Active | 12d ago | 50.80 | 54.90 | Visible | 7 | 72 | 1700.00 |
| openai | gpt-5.2-codex | Active | 12d ago | 50.30 | 50.50 | Visible | 2 | 62 | 1360.00 |
| openai | gpt-4.1 | Active | 26m ago | 49.80 | 49.80 | Visible | 4 | 79 | 740.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 58m ago | 49.00 | 74.40 | Visible | 3 | 167 | 1690.00 |
| bedrock | llama-3.2-90b | Active | 17d ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| bedrock | llama-3.1-70b | Active | 33m ago | 44.70 | 44.70 | Visible | 2 | 74 | 520.00 |
| openai | GPT-5.4-mini | Active | 1h ago | 44.00 | 62.40 | Visible | 5 | 77 | 1230.00 |
| anthropic | claude-haiku-4.5 | Active | 26m ago | 43.90 | 43.90 | Visible | 6 | 67 | 900.00 |
| bedrock | claude-haiku-4.5 | Active | 34m ago | 43.20 | 43.20 | 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 | 33m ago | 42.10 | 42.10 | Visible | 5 | 47 | 260.00 |
| fireworks | kimi-k2p6 | Active | 52m ago | 41.90 | 41.70 | Visible | 1 | 80 | 0.00 |
| openai | GPT-5.2-chat-latest | Active | 58m ago | 39.60 | 41.20 | Visible | 6 | 53 | 1970.00 |
| openai | gpt-4o | Active | 1h ago | 38.90 | 38.90 | Visible | 5 | 64 | 930.00 |
| openai | gpt-4o-mini | Active | 1h ago | 37.20 | 37.20 | Visible | 9 | 57 | 970.00 |
| openai | gpt-4.1-mini | Active | 1h ago | 37.00 | 37.00 | Visible | 1 | 58 | 1120.00 |
| bedrock | llama-3-70b | Active | 33m ago | 36.50 | 36.50 | Visible | 1 | 42 | 490.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 52m ago | 36.50 | 55.80 | Visible | 3 | 74 | 4190.00 |
| fireworks | glm-5p2 | Active | 1h ago | 32.30 | 32.60 | Visible | 2 | 109 | 0.00 |
| openai | GPT-5.1 | Active | 59m ago | 31.70 | 43.20 | Visible | 3 | 59 | 1680.00 |
| anthropic | claude-sonnet-5 | Active | 1h ago | 31.40 | 31.40 | Visible | 10 | 43 | 960.00 |
| fireworks | glm-5p1 | Active | 12d ago | 28.20 | 28.20 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 33m ago | 27.40 | 27.40 | Visible | 6 | 34 | 950.00 |
| bedrock | claude-opus-4.7 | Active | 34m ago | 27.20 | 27.20 | Visible | 1 | 39 | 1870.00 |
| openai | GPT-5.6-terra | Active | 1h ago | 26.30 | 42.60 | Visible | 8 | 37 | 1850.00 |
| openai | GPT-5.6-luna | Active | 1h ago | 26.10 | 46.80 | Visible | 7 | 47 | 2310.00 |
| openai | GPT-5.4 | Active | 57m ago | 25.90 | 41.50 | Visible | 3 | 43 | 1820.00 |
| anthropic | claude-sonnet-4.6 | Active | 50m ago | 24.10 | 24.10 | Visible | 7 | 34 | 1190.00 |
| openai | GPT-5.2 | Active | 56m ago | 23.50 | 33.80 | Visible | 4 | 38 | 1830.00 |
| openai | gpt-4 | Active | 1h ago | 23.30 | 23.30 | Visible | 3 | 37 | 1340.00 |
| openai | GPT-5.5 | Active | 55m ago | 22.30 | 28.00 | Visible | 4 | 32 | 1940.00 |
| bedrock | claude-sonnet-4.5 | Active | 34m ago | 22.20 | 22.20 | Visible | 1 | 30 | 1490.00 |
| bedrock | claude-opus-4.6 | Active | 34m ago | 21.10 | 21.10 | Visible | 3 | 25 | 1700.00 |
| bedrock | claude-opus-4.5 | Active | 34m ago | 20.10 | 20.10 | Visible | 2 | 24 | 1660.00 |
| together | Inkling | Active | 3d ago | 19.90 | 106.00 | Visible | 14 | 31 | 0.00 |
| openai | GPT-5.6-sol | Active | 59m ago | 17.80 | 30.30 | Visible | 4 | 28 | 2450.00 |
| openai | o3-pro | Active | 39m ago | 17.70 | 23.20 | Visible | 3 | 37 | 25100.00 |
| openai | GPT-5.3-codex | Active | 58m ago | 17.30 | 41.20 | Visible | 1 | 37 | 2260.00 |
| bedrock | llama-3.1-405b | Active | 24d ago | 17.00 | 17.00 | Visible | 8 | 19 | 3750.00 |
| openai | GPT-5.2-pro | Active | 1h ago | 14.60 | 17.60 | Visible | 5 | 23 | 29900.00 |
| openai | GPT-5.5-pro | Active | 33m ago | 11.70 | 24.50 | Visible | 0 | 36 | 25300.00 |
| bedrock | claude-opus-4.1 | Active | 34m ago | 8.50 | 8.50 | Visible | 1 | 16 | 3490.00 |
Lifecycle snapshot
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