☁️ 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.
Loading 7-day recommendations…
Fastest Models Right Now (updated <24h)
| # | Model | Provider | Speed |
|---|---|---|---|
| 1 | llama-3.1-8b | groq | 291 tok/s |
| 2 | qwen-3-32b | groq | 205 tok/s |
| 3 | llama-4-scout | groq | 189 tok/s |
| 4 | llama-3.3-70b | groq | 181 tok/s |
| 5 | llama-3.1-8b | cerebras | 177 tok/s |
📊 Speed Distribution 📊
📚 Full Results 📚
Showing 94 of 94 modelsFlagged statuses: likely_deprecated, deprecated, failing, stale, never_succeeded, disabled
| Status | |||||||
|---|---|---|---|---|---|---|---|
| groq | llama-3.1-8b | Active | 38m ago | 291.00 | 130 | 433 | 100.00 |
| groq | llama-4-maverick | Active | 19d ago | 225.00 | 1 | 307 | 920.00 |
| groq | qwen-3-32b | Active | 38m ago | 205.00 | 15 | 287 | 210.00 |
| groq | llama-4-scout | Active | 38m ago | 189.00 | 55 | 333 | 240.00 |
| groq | llama-3.3-70b | Active | 38m ago | 181.00 | 40 | 340 | 170.00 |
| cerebras | gpt-oss-120b | Active | 16d ago | 179.00 | 1 | 380 | 1390.00 |
| cerebras | llama-3.1-8b | Active | 39m ago | 177.00 | 1 | 353 | 1330.00 |
| together | llama-3.1-8b | Active | 14d ago | 145.00 | 3 | 228 | 410.00 |
| groq | kimi-k2 | Active | 38m ago | 127.00 | 12 | 215 | 370.00 |
| bedrock | nova-micro | Active | 28m ago | 124.00 | 69 | 152 | 260.00 |
| openai | o3 Mini | Never Succeeded(Medium) | 36m ago | 111.00 | 8 | 169 | 0.00 |
| openai | o3-mini-2025-01-31 | Active | 36m ago | 106.00 | 15 | 160 | 0.00 |
| bedrock | llama-4-maverick | Active | 28m ago | 105.00 | 1 | 145 | 520.00 |
| bedrock | nova-lite | Active | 28m ago | 100.00 | 20 | 132 | 300.00 |
| bedrock | llama-4-scout | Active | 28m ago | 99.00 | 3 | 130 | 300.00 |
| bedrock | llama-3.3-70b | Active | 28m ago | 95.90 | 2 | 134 | 310.00 |
| openai | GPT-5.4-nano | Active | 36m ago | 91.50 | 42 | 129 | 410.00 |
| together | qwen-2.5-7b | Active | 35m ago | 89.50 | 1 | 141 | 530.00 |
| deepinfra | mistral-7b | Stale(Medium) | 38m ago | 89.30 | 10 | 148 | 490.00 |
| openai | GPT-5.1-codex-max | Active | 36m ago | 88.10 | 14 | 117 | 1170.00 |
| openai | GPT-5.4-nano-2026-03-17 | Active | 37m ago | 87.20 | 36 | 125 | 460.00 |
| openai | o1 | Active | 36m ago | 84.30 | 21 | 147 | 0.00 |
| deepinfra | devstral-small | Never Succeeded(Medium) | 39m ago | 80.50 | 9 | 140 | 530.00 |
| bedrock | nova-pro | Active | 28m ago | 80.30 | 19 | 118 | 380.00 |
| openai | GPT-5.4-mini | Active | 36m ago | 78.40 | 16 | 111 | 500.00 |
| gemini-2.5-flash-lite | Active | 35m ago | 74.80 | 10 | 117 | 530.00 | |
| openai | GPT-5.4-mini-2026-03-17 | Active | 37m ago | 74.60 | 9 | 119 | 540.00 |
| fireworks | mixtral-8x22b | Active | 38m ago | 73.80 | 29 | 111 | 330.00 |
| openai | gpt-3.5-turbo | Active | 35m ago | 73.60 | 4 | 125 | 520.00 |
| openai | gpt-4.1-nano | Active | 35m ago | 73.30 | 20 | 139 | 440.00 |
| gemini-2.5-flash | Never Succeeded(Medium) | 35m ago | 64.30 | 6 | 105 | 1040.00 | |
| openai | gpt-4o | Active | 35m ago | 62.00 | 5 | 142 | 1600.00 |
| together | deepseek-r1 | Active | 35m ago | 60.50 | 1 | 113 | 720.00 |
| together | mixtral-8x7b | Active | 35m ago | 59.20 | 8 | 114 | 200.00 |
| fireworks | llama-3.3-70b | Active | 38m ago | 56.80 | 1 | 108 | 1350.00 |
| together | llama-3.3-70b | Active | 35m ago | 53.50 | 1 | 121 | 1070.00 |
| openai | gpt-4.1-mini | Active | 35m ago | 52.90 | 18 | 109 | 410.00 |
| openai | GPT-5-chat-latest | Active | 38m ago | 52.40 | 13 | 82 | 540.00 |
| openai | o4-mini-2025-04-16 | Active | 36m ago | 52.10 | 28 | 77 | 0.00 |
| openai | o4 Mini | Never Succeeded(Medium) | 36m ago | 50.40 | 4 | 77 | 0.00 |
| together | llama-3.2-3b | Active | 22d ago | 50.30 | 5 | 118 | 1730.00 |
| anthropic | claude-haiku-4.5 | Active | 39m ago | 49.40 | 3 | 73 | 640.00 |
| bedrock | llama-3.2-90b | Active | 28m ago | 46.60 | 2 | 50 | 380.00 |
| deepinfra | llama-3-8b | Stale(Medium) | 38m ago | 45.50 | 18 | 69 | 320.00 |
| openai | gpt-4.1 | Active | 35m ago | 42.30 | 15 | 85 | 530.00 |
| bedrock | mistral-large | Active | 28m ago | 40.80 | 2 | 47 | 530.00 |
| deepinfra | llama-3.2-1b | Stale(Medium) | 38m ago | 40.70 | 3 | 100 | 750.00 |
| openai | o3-2025-04-16 | Active | 36m ago | 40.20 | 13 | 68 | 0.00 |
| bedrock | claude-haiku-4.5 | Active | 28m ago | 40.10 | 3 | 65 | 1140.00 |
| deepinfra | Qwen 2.5 Coder 32B | Never Succeeded(Medium) | 39m ago | 39.80 | 1 | 84 | 3290.00 |
| openai | gpt-4o-mini | Active | 35m ago | 39.70 | 7 | 64 | 410.00 |
| gemini-2.5-pro | Never Succeeded(Medium) | 35m ago | 39.60 | 2 | 65 | 1700.00 | |
| deepinfra | llama-3.2-3b | Stale(Medium) | 38m ago | 39.40 | 3 | 99 | 780.00 |
| deepinfra | llama-3.1-8b | Stale(Medium) | 38m ago | 38.20 | 2 | 78 | 780.00 |
| openai | o3 | Active | 36m ago | 37.40 | 12 | 63 | 0.00 |
| openai | GPT-5.1-2025-11-13 | Active | 37m ago | 35.40 | 12 | 62 | 790.00 |
| deepinfra | llama-3.2-90b | Stale(Medium) | 38m ago | 33.50 | 4 | 82 | 860.00 |
| openai | GPT-5.1 | Active | 36m ago | 32.80 | 2 | 64 | 990.00 |
| openai | gpt-4-turbo | Active | 3d ago | 32.70 | 1 | 51 | 520.00 |
| bedrock | claude-3-5-haiku | Active | 28m ago | 32.30 | 5 | 38 | 660.00 |
| bedrock | claude-3-5-sonnet | Active | 28m ago | 32.20 | 1 | 46 | 780.00 |
| bedrock | claude-3-7-sonnet | Active | 28m ago | 31.90 | 2 | 42 | 800.00 |
| deepinfra | llama-2-70b | Stale(Medium) | 38m ago | 31.60 | 3 | 56 | 690.00 |
| deepinfra | llama-3-70b | Stale(Medium) | 38m ago | 31.30 | 2 | 55 | 670.00 |
| openai | GPT-5.4-2026-03-05 | Active | 37m ago | 30.60 | 18 | 42 | 680.00 |
| openai | GPT-5.2-2025-12-11 | Active | 37m ago | 30.10 | 18 | 43 | 710.00 |
| deepinfra | qwen-2.5-72b | Stale(Medium) | 38m ago | 30.00 | 1 | 46 | 1930.00 |
| openai | GPT-5.4 | Active | 36m ago | 30.00 | 15 | 45 | 780.00 |
| openai | GPT-5.1-chat-latest | Active | 37m ago | 29.50 | 13 | 52 | 940.00 |
| openai | GPT-5.2 | Active | 36m ago | 28.80 | 4 | 47 | 880.00 |
| openai | GPT-5.1-codex | Active | 36m ago | 27.40 | 1 | 52 | 1230.00 |
| openai | gpt-4 | Active | 35m ago | 26.50 | 4 | 47 | 640.00 |
| openai | GPT-5.1-codex-mini | Active | 36m ago | 26.00 | 1 | 51 | 1150.00 |
| openai | GPT-5.3-codex | Active | 36m ago | 24.90 | 7 | 40 | 900.00 |
| deepinfra | llama-3.1-405b | Stale(Medium) | 38m ago | 22.50 | 1 | 39 | 1030.00 |
| deepinfra | llama-3.1-70b | Stale(Medium) | 38m ago | 22.10 | 1 | 42 | 1080.00 |
| bedrock | claude-sonnet-4.5 | Active | 28m ago | 21.40 | 1 | 29 | 1730.00 |
| anthropic | claude-opus-4.5 | Active | 39m ago | 20.90 | 2 | 33 | 1720.00 |
| bedrock | claude-opus-4.5 | Active | 28m ago | 19.00 | 1 | 27 | 2280.00 |
| anthropic | claude-4-sonnet | Active | 39m ago | 19.00 | 6 | 32 | 1980.00 |
| deepinfra | llama-3.3-70b | Never Succeeded(Medium) | 39m ago | 18.50 | 1 | 43 | 2390.00 |
| anthropic | Claude Opus 4.1 | Active | 39m ago | 17.70 | 7 | 27 | 1490.00 |
| deepinfra | llama-3.2-11b | Stale(Medium) | 38m ago | 17.60 | 1 | 61 | 1740.00 |
| anthropic | claude-4-opus | Active | 39m ago | 17.10 | 5 | 22 | 1340.00 |
| openai | gpt-5.2-codex | Active | 36m ago | 16.00 | 1 | 35 | 1520.00 |
| openai | GPT-5.2-chat-latest | Active | 3h ago | 11.10 | 1 | 27 | 1520.00 |
| openai | o1-pro | Likely Deprecated(Medium) | 35m ago | 10.00 | 1 | 18 | 640.00 |
| openai | GPT-5.2-pro | Active | 36m ago | 9.01 | 4 | 14 | 4730.00 |
| openai | GPT-5-codex | Active | 6h ago | 8.13 | 1 | 17 | 1810.00 |
| openai | o3-pro | Active | 36m ago | 7.21 | 1 | 15 | 350.00 |
| openai | o3-pro-2025-06-10 | Active | 36m ago | 7.07 | 2 | 14 | 690.00 |
| deepinfra | qwen-3-235b | Never Succeeded(Medium) | 39m ago | 6.72 | 1 | 53 | 5540.00 |
| openai | GPT-5-pro | Active | 38m ago | 3.91 | 1 | 7 | 0.00 |
| openai | GPT-5.2-pro-2025-12-11 | Active | 37m ago | 1.94 | 1 | 4 | 8110.00 |
Lifecycle snapshot
Loading status summary…