Pixel Peeper

Stable Diffusion metadata frequency analysis

Drop PNG files here

or click to browse, accepts .png files with embedded SD metadata

Auto1111 and ComfyUI

Reads embedded PNG metadata chunks directly from each image.

Frequency Analysis

Ranks prompt terms by how often they appear across the set.

Threshold Filter

Hide low-signal one-off terms to focus on what repeats.

Local and Server Scoring

Compare quick heuristics with a slower server-side aesthetic pass.