☁️ 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 | 235 tok/s |
| 2 | qwen3.6-27b | groq | 229 tok/s |
| 3 | Google: Nano Banana (Gemini 2.5 Flash Image) | 164 tok/s | |
| 4 | llama-3.3-70b | groq | 154 tok/s |
| 5 | nova-micro | bedrock | 126 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 | 13d ago | 300.00 | 648.00 | Visible | 7 | 658 | 0.00 |
| groq | llama-3.1-8b | Active | 27m ago | 235.00 | 235.00 | Visible | 1 | 363 | 0.00 |
| groq | qwen3.6-27b | Active | 27m ago | 229.00 | 222.00 | Visible | 1 | 323 | 0.00 |
| cerebras | gemma-4-31b | Active | 20d ago | 180.00 | 180.00 | Visible | 3 | 217 | 410.00 |
| groq | qwen-3-32b | Active | 12d ago | 168.00 | 166.00 | Visible | 1 | 241 | 0.00 |
| Google: Nano Banana (Gemini 2.5 Flash Image) | Active | 17m ago | 164.00 | 164.00 | Visible | 9 | 249 | 880.00 | |
| groq | llama-3.3-70b | Active | 27m ago | 154.00 | 154.00 | Visible | 1 | 252 | 0.00 |
| bedrock | nova-micro | Active | 24m ago | 126.00 | 126.00 | Visible | 42 | 173 | 290.00 |
| groq | llama-4-scout | Active | 12d ago | 112.00 | 112.00 | Visible | 3 | 200 | 0.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 23d ago | 110.00 | 142.00 | Visible | 15 | 230 | 1520.00 |
| fireworks | GPT-oss-120b | Active | 56m ago | 107.00 | 183.00 | Visible | 7 | 211 | 0.00 |
| bedrock | llama-4-maverick | Active | 24m ago | 103.00 | 103.00 | Visible | 23 | 136 | 300.00 |
| together | LFM2.5-8B-A1B | Active | 27m ago | 99.30 | 97.90 | Visible | 33 | 127 | 0.00 |
| bedrock | llama-3.1-8b | Active | 24m ago | 95.80 | 95.80 | Visible | 7 | 112 | 380.00 |
| bedrock | nova-pro | Active | 24m ago | 94.10 | 94.10 | Visible | 37 | 132 | 370.00 |
| bedrock | llama-4-scout | Active | 24m ago | 92.10 | 92.10 | Visible | 9 | 121 | 310.00 |
| bedrock | nova-lite | Active | 24m ago | 91.80 | 91.80 | Visible | 1 | 129 | 370.00 |
| openai | o1 | Active | 24d ago | 86.20 | 113.00 | Visible | 23 | 148 | 2120.00 |
| openai | GPT-5 Nano | Never Succeeded(Medium) | 23m ago | 84.30 | 120.00 | Visible | 14 | 158 | 1900.00 |
| openai | GPT-5.1-codex-mini | Active | 9d ago | 84.10 | 84.20 | Visible | 7 | 106 | 1010.00 |
| bedrock | llama-3.3-70b | Active | 24m ago | 83.90 | 83.90 | Visible | 4 | 120 | 400.00 |
| bedrock | mistral-7b | Active | 24m ago | 82.20 | 82.20 | Visible | 18 | 87 | 190.00 |
| bedrock | llama-3-8b | Active | 24m ago | 77.90 | 77.90 | Visible | 1 | 85 | 260.00 |
| together | Kimi-K2.7-Code | Active | 25m ago | 77.40 | 144.00 | Visible | 2 | 207 | 0.00 |
| gemini-2.5-flash-lite | Active | 26m ago | 75.80 | 75.80 | Visible | 23 | 120 | 530.00 | |
| bedrock | mixtral-8x7b | Active | 24m ago | 73.50 | 73.50 | Visible | 19 | 81 | 230.00 |
| fireworks | minimax-m2p7 | Active | 26m ago | 68.30 | 66.40 | Visible | 8 | 136 | 0.00 |
| openai | GPT-5.1-codex | Active | 9d ago | 68.30 | 68.40 | Visible | 8 | 84 | 1040.00 |
| together | GLM-5.2 | Active | 16d ago | 64.90 | 85.20 | Visible | 1 | 145 | 0.00 |
| openai | GPT-5.1-codex-max | Active | 9d ago | 61.50 | 107.00 | Visible | 6 | 122 | 2890.00 |
| openai | GPT-5-chat-latest | Active | 9d ago | 60.20 | 60.20 | Visible | 4 | 78 | 1120.00 |
| openai | GPT-5-codex | Active | 9d ago | 57.40 | 58.90 | Visible | 1 | 80 | 1490.00 |
| bedrock | mistral-small | Active | 24m ago | 56.40 | 56.40 | Visible | 23 | 60 | 210.00 |
| openai | gpt-4.1-nano | Active | 26m ago | 51.80 | 51.80 | Visible | 3 | 88 | 880.00 |
| openai | GPT-5.1-chat-latest | Active | 9d ago | 50.40 | 54.50 | Visible | 7 | 72 | 1730.00 |
| openai | gpt-5.2-codex | Active | 9d ago | 50.20 | 50.40 | Visible | 2 | 63 | 1340.00 |
| openai | gpt-4.1 | Active | 26m ago | 49.70 | 49.70 | Visible | 4 | 79 | 730.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 24m ago | 48.80 | 73.60 | Visible | 3 | 167 | 1740.00 |
| bedrock | llama-3.2-90b | Active | 14d ago | 46.80 | 46.80 | Visible | 13 | 50 | 350.00 |
| anthropic | claude-haiku-4.5 | Active | 26m ago | 43.40 | 43.40 | Visible | 6 | 67 | 910.00 |
| fireworks | kimi-k2p6 | Active | 26m ago | 43.40 | 43.10 | Visible | 1 | 80 | 0.00 |
| openai | GPT-5.4-mini | Active | 25m ago | 43.40 | 61.80 | Visible | 5 | 77 | 1230.00 |
| bedrock | claude-haiku-4.5 | Active | 24m ago | 42.80 | 42.80 | Visible | 1 | 60 | 940.00 |
| openai | gpt-3.5-turbo | Active | 25m ago | 42.10 | 42.10 | Visible | 3 | 76 | 1190.00 |
| bedrock | mistral-large | Active | 24m ago | 42.00 | 42.00 | Visible | 5 | 47 | 260.00 |
| bedrock | llama-3.1-70b | Active | 24m ago | 40.80 | 40.80 | Visible | 2 | 74 | 540.00 |
| openai | GPT-5.2-chat-latest | Active | 25m ago | 39.20 | 40.90 | Visible | 6 | 53 | 1990.00 |
| openai | gpt-4o | Active | 25m ago | 38.40 | 38.40 | Visible | 5 | 64 | 940.00 |
| bedrock | llama-3-70b | Active | 24m ago | 36.30 | 36.30 | Visible | 1 | 42 | 470.00 |
| openai | gpt-4.1-mini | Active | 25m ago | 36.20 | 36.20 | Visible | 2 | 57 | 1060.00 |
| openai | gpt-4o-mini | Active | 25m ago | 36.10 | 36.10 | Visible | 9 | 57 | 990.00 |
| openai | GPT-5 | Never Succeeded(Medium) | 23m ago | 35.40 | 54.00 | Visible | 3 | 72 | 4300.00 |
| fireworks | glm-5p2 | Active | 26m ago | 32.70 | 33.00 | Visible | 2 | 109 | 0.00 |
| openai | GPT-5.1 | Active | 25m ago | 31.30 | 42.60 | Visible | 3 | 59 | 1680.00 |
| anthropic | claude-sonnet-5 | Active | 26m ago | 30.70 | 30.70 | Visible | 22 | 40 | 910.00 |
| fireworks | glm-5p1 | Active | 9d ago | 27.30 | 27.40 | Visible | 2 | 64 | 0.00 |
| bedrock | claude-sonnet-4.6 | Active | 24m ago | 27.10 | 27.10 | Visible | 6 | 34 | 970.00 |
| openai | GPT-5.6-luna | Active | 26m ago | 27.10 | 46.70 | Visible | 8 | 41 | 2200.00 |
| bedrock | claude-opus-4.7 | Active | 24m ago | 27.00 | 27.00 | Visible | 1 | 39 | 1920.00 |
| openai | GPT-5.4 | Active | 25m ago | 25.80 | 41.40 | Visible | 3 | 41 | 1820.00 |
| anthropic | claude-sonnet-4.6 | Active | 57m ago | 24.10 | 24.10 | Visible | 7 | 34 | 1190.00 |
| openai | GPT-5.6-terra | Active | 26m ago | 23.60 | 40.10 | Visible | 8 | 35 | 2190.00 |
| openai | gpt-4 | Active | 23m ago | 23.30 | 23.30 | Visible | 3 | 37 | 1350.00 |
| openai | GPT-5.2 | Active | 24m ago | 23.10 | 33.30 | Visible | 4 | 38 | 1860.00 |
| openai | GPT-5.5 | Active | 23m ago | 22.10 | 27.80 | Visible | 4 | 32 | 1940.00 |
| bedrock | claude-sonnet-4.5 | Active | 24m ago | 22.10 | 22.10 | Visible | 1 | 30 | 1490.00 |
| bedrock | claude-opus-4.6 | Active | 24m ago | 20.90 | 20.90 | Visible | 3 | 25 | 1710.00 |
| bedrock | claude-opus-4.5 | Active | 24m ago | 20.10 | 20.10 | Visible | 2 | 24 | 1660.00 |
| together | Inkling | Active | 20h ago | 19.90 | 106.00 | Visible | 14 | 31 | 0.00 |
| openai | o3-pro | Active | 19m ago | 17.60 | 23.10 | Visible | 3 | 37 | 25300.00 |
| bedrock | llama-3.1-405b | Active | 21d ago | 17.10 | 17.10 | Visible | 4 | 20 | 3750.00 |
| openai | GPT-5.3-codex | Active | 24m ago | 16.40 | 39.10 | Visible | 1 | 37 | 2360.00 |
| openai | GPT-5.6-sol | Active | 26m ago | 16.10 | 27.20 | Visible | 4 | 23 | 2920.00 |
| openai | GPT-5.2-pro | Active | 55m ago | 14.40 | 17.50 | Visible | 5 | 23 | 30100.00 |
| openai | GPT-5.5-pro | Active | 16m ago | 11.70 | 24.90 | Visible | 0 | 36 | 25100.00 |
| bedrock | claude-opus-4.1 | Active | 24m ago | 8.49 | 8.49 | Visible | 1 | 16 | 3500.00 |
Lifecycle snapshot
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