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| Criterion |  Agile Affinity Estimation |  Growth A/B Testing |  Facilitation Dot Estimation |
|---|---|---|---|
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 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. | 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. |
Complexitydifferent | Medium | High | Low |
Timedifferent | 30-90 min | 1-4 Wochen | 5-20 min |
Participantsdifferent | 3-12 | 1-6 | 3-20 |
Formatdifferent | Workshop | Async | Workshop |
Outputdifferent | Affinity Size Map, Grouped Estimates, Unclear Items | Experiment results, Decision log, Learning summary | Effort Heatmap, Risk Signals, Discussion Targets |
Tagsno overlap | EstimationBacklogRelative sizing | ExperimentsGrowthAnalyticsValidation | EstimationEffortRisk |
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