Visual comparison workbench

Choose the frame. Keep the reason.

Turn an instinctive A/B choice into an editable creative-direction decision you can revisit, explain, and export.

Illustrated blonde character portrait, Frame A
Frame A0
Illustrated blonde character portrait, Frame B
Frame B0

Transparent rubric

Make taste inspectable

Strongest advantage

Confidence

Confidence reflects score separation and evidence coverage, not objective truth.

Action

How the verdict works

A clear model, with room for taste.

Each criterion score is multiplied by its importance. The weighted totals create the lead, while the largest contribution gap identifies the deciding signal. A narrow margin stays a close call.

The tool does not detect quality, authenticity, identity, or audience response. You supply the evidence. The model only helps you keep that evidence connected to a decision.

Keep the evidence

Take the decision into the next edit.

Sample comparison ready.

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