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| Criterion |  Product Discovery Assumption Mapping |  Decision Making Decision Matrix |  Product Strategy ICE Scoring |  Product Strategy RICE Scoring |
|---|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When several options collide with several criteria, comparison quickly becomes subjective. A Decision Matrix makes the trade-off visible and brings weighting, criteria, and options into a shared logic. | When ideas need sorting quickly, it condenses impact, confidence, and effort into one compact score. It connects customer value, product logic, and decision priorities. The result is captured as an ICE table and top-ideas list. | When many initiatives compete for the same resources, it brings reach, impact, confidence, and effort into one shared ranking. It makes prioritization economically connectable. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 45-60 min | 45-90 min | 30-60 min | 60-90 min |
Participantsdifferent | 2-8 | 2-8 | 2-8 | 2-10 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Decision Matrix, Scoring Rationale, Selected Option | ICE Table, Top Idea List | RICE Scores, Ranked List, Assumption Log |
Tagsno overlap | AssumptionsRiskExperimentsValidation | DecisionCriteriaScoringTradeoffs | PrioritizationScoringGrowthDecision | PrioritizationScoringRoadmapTradeoffs |