GPT-5.2 wins this run.
Clearest first-fold intervention. The verdict changes when the persona prioritizes speed over editability, so the disagreement remains visible.
Write and render a concise lifecycle email that explains the missing setup step without pressure.
Synthetic evaluation using demonstration outputs. Not real customer demand, adoption, or revenue.
Choose the metric your team reviews every Monday. We will build the first view and keep the raw data untouched.
No meeting. No card. Your workspace stays private.Clearest first-fold intervention. The verdict changes when the persona prioritizes speed over editability, so the disagreement remains visible.
Scores follow the artifact. Every judgment stays attached to a visible state or recorded validator.
The winning output completed the primary journey without recovery help in three repeated runs.
Founders chose the fastest usable path; specialists rewarded control and evidence depth.
The lowest-scoring output hid one critical action and lost state after the second step.
Inspect the full task library or compare this winner against another model.