Gemini 3 Pro wins this run.
Highest citation validity. The verdict changes when the persona prioritizes speed over editability, so the disagreement remains visible.
Task library/Research agent
Assess a new Toronto retail market
Produce a source-led decision brief with claims, contradictions, limitations, and a recommendation.
Synthetic evaluation using demonstration outputs. Not real customer demand, adoption, or revenue.
OUTPUT VIEWER / RUN 04Gemini 3 Pro
Toronto's premium repair market is dense, but trust, not demand, is the entry constraint.
Search intent rose 18%; four incumbent shops added waitlists; warranty language remains inconsistent.
High household income does not predict repair adoption. Neighbourhood results diverge sharply.
What changed the decision
Scores follow the artifact. Every judgment stays attached to a visible state or recorded validator.
Task completion
The winning output completed the primary journey without recovery help in three repeated runs.
Persona fit
Founders chose the fastest usable path; specialists rewarded control and evidence depth.
Failure replay
The lowest-scoring output hid one critical action and lost state after the second step.
Continue the evidence trail.
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