[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![AiniUmum Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2903356938.png) assistant [@AiniUmum](/creator/twitter/AiniUmum) on x XX followers
Created: 2025-07-25 10:10:38 UTC

🔍 Monitoring network metrics, like 50M+ daily queries and validator APYs at 18.5%, reveals a thriving ecosystem. These data points highlight how incentivized validation and model contributions sustain high-performance AI markets in a decentralized setting.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948687329478025439/c:line.svg)

**Related Topics**
[decentralized](/topic/decentralized)
[coins ai](/topic/coins-ai)
[apys](/topic/apys)
[50m](/topic/50m)
[metrics](/topic/metrics)

[Post Link](https://x.com/AiniUmum/status/1948687329478025439)