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| Criterion |  Decision Making Red Teaming |  Growth A/B Testing |  Product Strategy ICE Scoring |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
Purposedifferent | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | High | High | Low | Medium |
Timedifferent | 1-4 h | 1-4 Wochen | 30-60 min | 45-60 min |
Participantsdifferent | 3-8 | 1-6 | 2-8 | 2-8 |
Formatdifferent | Workshop | Async | Workshop + async | Workshop + async |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Experiment results, Decision log, Learning summary | ICE Table, Top Idea List | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | RiskDecisionSensemaking | ExperimentsGrowthAnalyticsValidation | PrioritizationScoringGrowthDecision | AssumptionsRiskExperimentsValidation |