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| Criterion |  Product Strategy RICE Scoring |  Product Discovery MVP Test Matrix |  Growth A/B Testing |
|---|---|---|---|
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 several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. | 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 | Medium | High |
Timedifferent | 60-90 min | 45-75 min | 1-4 Wochen |
Participantsdifferent | 2-10 | 2-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop | Async |
Outputdifferent | RICE Scores, Ranked List, Assumption Log | Test Matrix, Test Plan | Experiment results, Decision log, Learning summary |
Tagsno overlap | PrioritizationScoringRoadmapTradeoffs | ExperimentsValidationDiscoveryOptions | ExperimentsGrowthAnalyticsValidation |
Often compared together
Methods with strong topical overlap with the current selection, not yet in the comparison.
