View methods side by side.
Choose up to four methods. Add them using the search and share the comparison by copying its link.
| Criterion |  UX Research Empathy Mapping |  Growth A/B Testing |  Architecture arc42 |  Product Discovery Smoke Test |
|---|---|---|---|---|
Purposedifferent | 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 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 | Low | High | Low | Low |
Timedifferent | 30–60 min | 1-4 Wochen | 1-2 Tage | 1-5 Tage |
Participantsdifferent | 4-8 | 1-6 | 1-4 | Nutzertraffic |
Formatdifferent | Workshop | Async | Workshop + async | Async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Experiment results, Decision log, Learning summary | Architecture Document, Context View, Runtime View, Deployment View | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | SynthesisQualitativeWorkshop | ExperimentsGrowthAnalyticsValidation | ArchitectureDocumentationCommunication | ValidationExperimentsDemandGrowth |