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| Criterion |  Knowledge Modeling Knowledge Mapping |  Growth A/B Testing |  Architecture arc42 |  Product Discovery Smoke Test |
|---|---|---|---|---|
Purposedifferent | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | 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. | arc42 structures architecture knowledge so teams can document system, decisions, and risks consistently. The template builds a living understanding of the architecture instead of scattered notes. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. |
Complexitydifferent | Medium | High | Low | Low |
Timedifferent | 1-3 h | 1-4 Wochen | 1-2 Tage | 1-5 Tage |
Participantsdifferent | 3-12 | 1-6 | 1-4 | Nutzertraffic |
Formatdifferent | Workshop | Async | Workshop + async | Async |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Experiment results, Decision log, Learning summary | Architecture Document, Context View, Runtime View, Deployment View | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | KnowledgeMappingRisk | ExperimentsGrowthAnalyticsValidation | ArchitectureDocumentationCommunication | ValidationExperimentsDemandGrowth |