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| Criterion |  Growth North Star Metric |  Decision Making DACI |  Engineering Goal Question Metric |  Decision Making RAPID |
|---|---|---|---|---|
Purposedifferent | When product teams track many metrics, the view of the actual customer outcome easily gets lost. A North Star Metric bundles growth, usage, and value contribution into one signal that makes the system's direction visible. | In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated. | Helps clarify technical problems, hypotheses, and next steps in concrete terms. It breaks a technical problem into testable parts. The result is captured as a GQM table and metric briefs. | 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. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 1-2 h | 30-60 min | 90-180 min | 45-90 min |
Participantsdifferent | 3-8 | 2-10 | 3-6 | 3-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | North Star metric, Input metric tree, Measurement cadence | DACI Matrix, Decision Owner, Decision Log | GQM Table, Metric Profiles | RAPID Role Map, Recommendation, Decision Log |
Tagsno overlap | GrowthMetricsAlignmentRetention | DecisionRolesGovernanceAlignment | MetricsMeasurementEngineeringAlignment | DecisionRolesGovernance |