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| Criterion |  Product Strategy ICE Scoring |  Knowledge Modeling IBIS |  Delivery MoSCoW |  Decision Making Decision Matrix |
|---|---|---|---|---|
Purposedifferent | 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. | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | When a release carries too many demands and priorities are only ever negotiated, MoSCoW creates clear boundaries for the next cut. Must, Should, Could, and Won't make commitment, room for maneuver, and trade-off logic visible to everyone involved. | 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. |
Complexitydifferent | Low | Medium | Low | Medium |
Timedifferent | 30-60 min | 1-3 h | 30-90 min | 45-90 min |
Participantsdifferent | 2-8 | 2-8 | 3-12 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | ICE Table, Top Idea List | Issue Map, Positions, Argument Notes | Prioritized Backlog, Release Scope, Tradeoff Notes | Decision Matrix, Scoring Rationale, Selected Option |
Tags1 shared | PrioritizationScoringGrowthDecision | RationaleKnowledgeDecision | PrioritizationScopeDecision | DecisionCriteriaScoringTradeoffs |