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| Criterion |  Decision Making Cynefin Workshop |  Agile Affinity Estimation |  Product Discovery Assumption Mapping |  Agile Bucket System |
|---|---|---|---|---|
Purposedifferent | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When a large batch of work needs a fast, rough estimate, it sorts items into predefined size buckets. It sorts work by value, risk, and delivery ability. The result is captured as a Bucketed Backlog, Relative Estimates, and Split Candidates. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 60-180 min | 30-90 min | 45-60 min | 30-90 min |
Participantsdifferent | 4-20 | 3-12 | 2-8 | 3-12 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Affinity Size Map, Grouped Estimates, Unclear Items | Assumption map, Test backlog, Risk ranking | Bucketed Backlog, Relative Estimates, Split Candidates |
Tagsno overlap | ComplexitySensemakingDecision | EstimationBacklogRelative sizing | AssumptionsRiskExperimentsValidation | EstimationBacklogRelative sizing |