☁️ 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 | 303 tok/s |
| 2 | llama-3.1-8b | groq | 237 tok/s |
| 3 | qwen3.6-27b | groq | 216 tok/s |
| 4 | Google: Nano Banana (Gemini 2.5 Flash Image) | 168 tok/s | |
| 5 | qwen-3-32b | groq | 166 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 | 13h ago | 303.00 | 652.00 | Visible | 7 | 716 | 0.00 |
| groq | llama-3.1-8b | Active | 16m ago | 237.00 | 237.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 49m ago | 216.00 | 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 | 34m ago | 168.00 | 168.00 | Visible | 9 | 263 | 940.00 | |
| groq | qwen-3-32b | Active | 4h ago | 166.00 | 164.00 | Visible | 1 | 241 | 0.00 |
| groq | llama-3.3-70b | Active | 13m ago | 155.00 | 155.00 | Visible | 1 | 275 | 0.00 |
| bedrock | nova-micro | Active | 36m ago | 122.00 | 122.00 | Visible | 42 | 173 | 290.00 |
| groq | llama-4-scout | Active | 4h 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 | 26m ago | 112.00 | 188.00 | Visible | 19 | 217 | 0.00 |
| bedrock | llama-4-maverick | Active | 37m ago | 97.50 | 97.50 | Visible | 23 | 136 | 310.00 |
| bedrock | llama-3.1-8b | Active | 37m 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 | 92.30 | 92.30 | Visible | 26 | 128 | 320.00 |
| bedrock | llama-4-scout | Active | 37m ago | 91.60 | 91.60 | Visible | 1 | 123 | 340.00 |
| openai | o1 | Active | 12d ago | 89.10 | 117.00 | Visible | 19 | 163 | 2100.00 |
| openai | GPT-5.1-codex-mini | Active | 26m ago | 84.70 | 84.90 | Visible | 5 | 108 | 1000.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 34m ago | 83.80 | 119.00 | Visible | 14 | 162 | 1870.00 |
| bedrock | llama-3.3-70b | Active | 37m ago | 82.70 | 82.70 | Visible | 3 | 128 | 450.00 |
| bedrock | mistral-7b | Active | 37m ago | 82.40 | 82.40 | Visible | 18 | 89 | 190.00 |
| bedrock | llama-3-8b | Active | 37m ago | 77.90 | 77.90 | Visible | 1 | 85 | 260.00 |
| gemini-2.5-flash-lite | Active | 12m ago | 77.50 | 77.50 | Visible | 23 | 120 | 510.00 | |
| bedrock | mixtral-8x7b | Active | 37m ago | 74.10 | 74.10 | Visible | 1 | 81 | 270.00 |
| openai | GPT-5.1-codex | Active | 25m ago | 69.80 | 69.80 | Visible | 8 | 87 | 1000.00 |
| fireworks | minimax-m2p7 | Active | 45m ago | 69.00 | 67.00 | Visible | 2 | 136 | 0.00 |
| together | Kimi-K2.7-Code | Active | 34m ago | 68.10 | 126.00 | Visible | 0 | 207 | 0.00 |
| together | GLM-5.2 | Active | 3d ago | 66.70 | 86.80 | Visible | 1 | 158 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 30m ago | 62.70 | 109.00 | Visible | 6 | 128 | 2830.00 |
| openai | GPT-5-chat-latest | Active | 27m ago | 61.40 | 61.40 | Visible | 4 | 79 | 1080.00 |
| openai | GPT-5-codex | Active | 43m ago | 58.70 | 60.20 | Visible | 1 | 115 | 1400.00 |
| bedrock | mistral-small | Active | 37m ago | 56.80 | 56.80 | Visible | 29 | 61 | 210.00 |
| openai | GPT-5.1-chat-latest | Active | 10m ago | 52.10 | 56.30 | Visible | 12 | 74 | 1650.00 |
| openai | gpt-4.1-nano | Active | 26m ago | 52.00 | 52.00 | Visible | 2 | 88 | 910.00 |
| openai | gpt-5.2-codex | Active | 21m ago | 51.40 | 51.80 | Visible | 2 | 68 | 1230.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 6m ago | 49.30 | 73.90 | Visible | 3 | 165 | 1710.00 |
| openai | gpt-4.1 | Active | 26m ago | 48.90 | 48.90 | Visible | 8 | 73 | 700.00 |
| bedrock | llama-3.2-90b | Active | 1d ago | 46.90 | 46.90 | Visible | 13 | 50 | 350.00 |
| fireworks | kimi-k2p6 | Active | 30m ago | 44.50 | 44.30 | Visible | 1 | 83 | 0.00 |
| anthropic | claude-haiku-4.5 | Active | 27m ago | 44.20 | 44.20 | Visible | 6 | 67 | 860.00 |
| openai | GPT-5.4-mini | Active | 26m ago | 43.50 | 62.30 | Visible | 4 | 77 | 1220.00 |
| bedrock | claude-haiku-4.5 | Active | 6m ago | 43.30 | 43.30 | Visible | 10 | 60 | 870.00 |
| bedrock | mistral-large | Active | 37m ago | 42.40 | 42.40 | Visible | 5 | 47 | 260.00 |
| openai | gpt-3.5-turbo | Active | 17m ago | 42.20 | 42.20 | Visible | 1 | 76 | 1220.00 |
| openai | GPT-5.2-chat-latest | Active | 18m ago | 40.10 | 41.60 | Visible | 6 | 54 | 1890.00 |
| openai | gpt-4o | Active | 24m ago | 38.90 | 38.90 | Visible | 5 | 68 | 930.00 |
| openai | gpt-4.1-mini | Active | 25m ago | 37.00 | 37.00 | Visible | 2 | 61 | 1140.00 |
| bedrock | llama-3-70b | Active | 6m ago | 36.00 | 36.00 | Visible | 1 | 42 | 410.00 |
| openai | gpt-4o-mini | Active | 25m ago | 35.70 | 35.70 | Visible | 6 | 54 | 1010.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 31m ago | 35.30 | 53.40 | Visible | 5 | 75 | 4300.00 |
| fireworks | glm-5p2 | Active | 30m ago | 33.80 | 34.00 | Visible | 2 | 116 | 0.00 |
| openai | GPT-5.1 | Active | 19m ago | 32.00 | 43.30 | Visible | 3 | 59 | 1610.00 |
| anthropic | claude-opus-4-8 | Active | 24d ago | 31.70 | 31.70 | Visible | 5 | 46 | 1260.00 |
| fireworks | glm-5p1 | Active | 25m ago | 28.20 | 28.20 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 6m ago | 27.20 | 27.20 | Visible | 8 | 34 | 970.00 |
| bedrock | claude-3-5-haiku | Active | 28d ago | 27.00 | 27.00 | Visible | 1 | 36 | 1930.00 |
| bedrock | claude-opus-4.7 | Active | 6m ago | 26.90 | 26.90 | Visible | 1 | 39 | 2040.00 |
| openai | GPT-5.4 | Active | 20m ago | 26.60 | 43.10 | Visible | 3 | 47 | 1750.00 |
| bedrock | llama-3.1-70b | Active | 37m ago | 26.40 | 26.40 | Visible | 2 | 72 | 620.00 |
| anthropic | claude-sonnet-4.6 | Active | 10m ago | 24.10 | 24.10 | Visible | 7 | 34 | 1200.00 |
| openai | gpt-4 | Active | 23m ago | 23.60 | 23.60 | Visible | 3 | 39 | 1340.00 |
| openai | GPT-5.2 | Active | 17m ago | 23.30 | 33.30 | Visible | 4 | 38 | 1820.00 |
| bedrock | claude-sonnet-4.5 | Active | 6m ago | 22.50 | 22.50 | Visible | 5 | 29 | 1360.00 |
| anthropic | claude-opus-4.5 | Active | 24d ago | 21.80 | 21.80 | Visible | 5 | 36 | 1530.00 |
| openai | GPT-5.5 | Active | 46m ago | 21.70 | 27.30 | Visible | 7 | 32 | 1940.00 |
| bedrock | claude-opus-4.6 | Active | 6m ago | 20.90 | 20.90 | Visible | 6 | 25 | 1700.00 |
| bedrock | claude-opus-4.5 | Active | 6m ago | 20.30 | 20.30 | Visible | 2 | 24 | 1640.00 |
| openai | o3-pro | Active | 24m ago | 17.80 | 23.40 | Visible | 3 | 40 | 24700.00 |
| bedrock | llama-3.1-405b | Active | 9d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3740.00 |
| openai | GPT-5.3-codex | Active | 46m ago | 15.90 | 37.90 | Visible | 0 | 34 | 2420.00 |
| openai | GPT-5.2-pro | Active | 15m ago | 14.70 | 17.70 | Visible | 4 | 23 | 29700.00 |
| openai | GPT-5.5-pro | Active | 45m ago | 11.90 | 25.60 | Visible | 0 | 36 | 24500.00 |
| bedrock | claude-opus-4.1 | Active | 6m ago | 8.73 | 8.73 | Visible | 2 | 16 | 3310.00 |
Lifecycle snapshot
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