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| Criterion |  Product Strategy RICE Scoring |  Product Strategy Counter Metrics |  Product Strategy ICE Scoring |  Growth Pirate Metrics AARRR |
|---|---|---|---|---|
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 a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. | 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. | 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. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 60-90 min | 30-60 min | 30-60 min | 1-2 h Setup, laufend |
Participantsdifferent | 2-10 | 2-6 | 2-8 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | RICE Scores, Ranked List, Assumption Log | Counter Metric List, Guardrail Definitions | ICE Table, Top Idea List | AARRR funnel, Metric baseline, Experiment backlog |
Tagsno overlap | PrioritizationScoringRoadmapTradeoffs | MetricsMeasurementStrategyExperiments | PrioritizationScoringGrowthDecision | GrowthMetricsExperiments |