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| Criterion |  Agile Affinity Estimation |  Facilitation Dot Estimation |  Growth North Star Metric |  Growth Hooked Model |
|---|---|---|---|---|
Purposedifferent | 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 size or effort can only be estimated roughly, Dot Estimation condenses the group's experience into a quick range. It turns individual contributions into a visible selection. The result is captured as an Effort Heatmap, Risk Signals, and Discussion Targets. | 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. | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 30-90 min | 5-20 min | 1-2 h | Multiple workshops over several weeks |
Participantsdifferent | 3-12 | 3-20 | 3-8 | 2-8 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Affinity Size Map, Grouped Estimates, Unclear Items | Effort Heatmap, Risk Signals, Discussion Targets | North Star metric, Input metric tree, Measurement cadence | Hooked loop, Trigger map, Reward design, Ethics check |
Tagsno overlap | EstimationBacklogRelative sizing | EstimationEffortRisk | GrowthMetricsAlignmentRetention | GrowthBehaviorRetention |