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| Criterion |  Product Discovery Smoke Test |  Decision Making Eisenhower Matrix |  Growth A/B Testing |  Architecture ARID (Active Reviews for Intermediate Designs) |
|---|---|---|---|---|
Purposedifferent | 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. | It separates true priorities from noise so it becomes clear what should be done now, scheduled, delegated, or dropped. | 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. | ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification. |
Complexitydifferent | Low | Low | High | Medium |
Timedifferent | 1-5 Tage | 15-30 min | 1-4 Wochen | 2–4 h review as a planning range; preparation and evaluation additional |
Participantsdifferent | Nutzertraffic | 1-6 | 1-6 | Designers, developers as users, and facilitation |
Formatdifferent | Async | Workshop + async | Async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Eisenhower Matrix, Action List, Delegation Notes | Experiment results, Decision log, Learning summary | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions |
Tagsno overlap | ValidationExperimentsDemandGrowth | PrioritizationFocusTasks | ExperimentsGrowthAnalyticsValidation | ArchitectureEngineeringFeedbackValidationTasks |