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| Criterion |  Knowledge Modeling IBIS |  Agile WSJF |  Decision Making Risk Matrix |  Product Strategy ICE Scoring |
|---|---|---|---|---|
Purposedifferent | 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 many tasks compete for the same capacity, it orders work by economic impact. It makes time lost, benefit, and effort comparable together. | When a project faces many possible disruptions, it quickly becomes unclear which risks deserve attention first. It separates options, evaluation criteria, and open risks. The result is captured as a Risk Matrix and a Top Risk List. | 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. |
Complexitydifferent | Medium | High | Low | Low |
Timedifferent | 1-3 h | 45-90 min | 30-60 min | 30-60 min |
Participantsdifferent | 2-8 | 3-10 | 3-10 | 2-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Issue Map, Positions, Argument Notes | Ranked Backlog, Cost-of-Delay Assumptions | Risk Matrix, Top Risk List | ICE Table, Top Idea List |
Tagsno overlap | RationaleKnowledgeDecision | LeanEconomicsSequencePrioritization | RiskDecisionPrioritizationAssessment | PrioritizationScoringGrowthDecision |