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| Criterion |  Agile WSJF |  Growth A/B Testing |  Product Strategy RICE Scoring |  Product Strategy ICE Scoring |
|---|---|---|---|---|
Purposedifferent | When many tasks compete for the same capacity, it orders work by economic impact. It makes time lost, benefit, and effort comparable together. | 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 many initiatives compete for the same resources, it brings reach, impact, confidence, and effort into one shared ranking. It makes prioritization economically connectable. | 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 | High | High | Medium | Low |
Timedifferent | 45-90 min | 1-4 Wochen | 60-90 min | 30-60 min |
Participantsdifferent | 3-10 | 1-6 | 2-10 | 2-8 |
Formatdifferent | Workshop | Async | Workshop + async | Workshop + async |
Outputdifferent | Ranked Backlog, Cost-of-Delay Assumptions | Experiment results, Decision log, Learning summary | RICE Scores, Ranked List, Assumption Log | ICE Table, Top Idea List |
Tagsno overlap | LeanEconomicsSequencePrioritization | ExperimentsGrowthAnalyticsValidation | PrioritizationScoringRoadmapTradeoffs | PrioritizationScoringGrowthDecision |