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| Criterion |  Product Strategy RICE Scoring |  Product Strategy Lean Canvas |  Growth A/B Testing |  Product Strategy ICE Scoring |
|---|---|---|---|---|
Purposedifferent | 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 an early product bet still has too many open points, it brings target group, problem, and assumptions into a single view. It condenses the idea so core risks become nameable. | 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. |
Complexitydifferent | Medium | Medium | High | Low |
Timedifferent | 60-90 min | 45-90 min | 1-4 Wochen | 30-60 min |
Participantsdifferent | 2-10 | 1-6 | 1-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop + async |
Outputdifferent | RICE Scores, Ranked List, Assumption Log | Lean Canvas, Core Assumptions, Experiment Backlog | Experiment results, Decision log, Learning summary | ICE Table, Top Idea List |
Tagsno overlap | PrioritizationScoringRoadmapTradeoffs | StartupLeanAssumptionsBusiness model | ExperimentsGrowthAnalyticsValidation | PrioritizationScoringGrowthDecision |