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| Criterion |  Architecture Risk Storming |  Growth A/B Testing |  UX Research Empathy Mapping |  UX Research Affinity Diagramming |
|---|---|---|---|---|
Purposedifferent | Helps clarify architecture context, options, and consequences in concrete terms. It organizes technical context, alternatives, and consequences. The result is captured as an Annotated Diagram, a Prioritized Risk List, and an Action Backlog. | 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 a lot is assumed about a target group but little is seen jointly, empathy mapping makes knowledge and gaps directly comparable. The picture also shows which assumptions hold up and where evidence is missing. | When research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. |
Complexitydifferent | Low | High | Low | Low |
Timedifferent | 60-90 min | 1-4 Wochen | 30–60 min | 45–90 min |
Participantsdifferent | 4-12 | 1-6 | 4-8 | 3-10 |
Formatdifferent | Workshop | Async | Workshop | Workshop |
Outputdifferent | Annotated Diagram, Prioritized Risk List, Action Backlog | Experiment results, Decision log, Learning summary | Empathy Map, Assumptions List, Research Gaps | Theme clusters, Insight statements, Opportunity areas |
Tagsno overlap | RiskArchitectureWorkshopValidation | ExperimentsGrowthAnalyticsValidation | SynthesisQualitativeWorkshop | SynthesisQualitativeRoot cause |