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| Criterion |  Growth Pirate Metrics AARRR |  Product Strategy ICE Scoring |  Decision Making RAPID |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | For products with complex usage paths, overall growth alone is too coarse to reveal bottlenecks. Pirate Metrics breaks the relationship with the product into consecutive stages and shows where the funnel actually leaks. | 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. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. | 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. |
Complexitydifferent | Medium | Low | Medium | High |
Timedifferent | 1-2 h Setup, laufend | 30-60 min | 45-90 min | 1-4 Wochen |
Participantsdifferent | 2-8 | 2-8 | 3-12 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Async |
Outputdifferent | AARRR funnel, Metric baseline, Experiment backlog | ICE Table, Top Idea List | RAPID Role Map, Recommendation, Decision Log | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthMetricsExperiments | PrioritizationScoringGrowthDecision | DecisionRolesGovernance | ExperimentsGrowthAnalyticsValidation |