Bench is a platform for Opportunity Markets. Where Prediction Markets output public probabilities and resolve to a binary outcome, Bench aggregates insights, resolves subjectively, and rewards useful signals, revealed only to the market creator. Filling the privacy gap in information markets, Bench allows market creators to access high-value information without leaking it, creating a real competitive edge.