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| Criterion |  Growth Flywheel |  Agile Affinity Estimation |  Growth North Star Metric |
|---|---|---|---|
Purposedifferent | Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth. | When many tasks need to be classified quickly, it sorts them by perceived effort and similarity. It reduces the effort of fine-grained estimation for large volumes. | 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. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 60-120 min | 30-90 min | 1-2 h |
Participantsdifferent | 3-8 | 3-12 | 3-8 |
Formatdifferent | Workshop | Workshop | Workshop + async |
Outputdifferent | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Affinity Size Map, Grouped Estimates, Unclear Items | North Star metric, Input metric tree, Measurement cadence |
Tagsno overlap | GrowthRetentionConversion | EstimationBacklogRelative sizing | GrowthMetricsAlignmentRetention |
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