Test Real-Time Preview and Latency
A good AI filter app should provide smooth preview with minimal delay. If preview lags, editing flow breaks and retention drops quickly.
Check Export Quality and Controls
Look for high-resolution export, adjustable intensity, and before/after comparison. These features signal a mature image pipeline.
Understand Cloud Processing Boundaries
Some advanced analysis runs on cloud servers. The app should clearly explain what is processed remotely and how long data is retained.