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| Criterion |  Product Strategy RICE Scoring |  Product Strategy ICE Scoring |  Product Strategy Counter Metrics |
|---|---|---|---|
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 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 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. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 60-90 min | 30-60 min | 30-60 min |
Participantsdifferent | 2-10 | 2-8 | 2-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | RICE Scores, Ranked List, Assumption Log | ICE Table, Top Idea List | Counter Metric List, Guardrail Definitions |
Tagsno overlap | PrioritizationScoringRoadmapTradeoffs | PrioritizationScoringGrowthDecision | MetricsMeasurementStrategyExperiments |
Often compared together
Methods with strong topical overlap with the current selection, not yet in the comparison.
