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| Criterion |  Innovation Lean Startup |  Growth A/B Testing |  Agile 4Ls Retrospective |
|---|---|---|---|
Purposedifferent | For uncertain business assumptions, the method forces the idea into contact with real market reactions early. It separates wishful picture, assumption, and observable behavior, so that learning becomes faster than planning. This translates uncertainty into measurable insight. | 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 sprint should not only be assessed but also learned from, it captures experience in clear learning categories. It records what worked, what's missing, and what should run differently next time. |
Complexitydifferent | Medium | High | Low |
Timedifferent | Wochen bis Monate je Lernzyklus | 1-4 Wochen | 45–75 min |
Participantsdifferent | 2-8 | 1-6 | Team members involved |
Formatdifferent | Workshop + async | Async | Workshop |
Outputdifferent | Hypothesis list, MVPs, Learning reports, Pivot or persevere decision | Experiment results, Decision log, Learning summary | 4Ls Board, Learning Themes, Improvement Actions |
Tagsno overlap | LeanStartupValidationMVP | ExperimentsGrowthAnalyticsValidation | RetrospectiveLearningReflectionTeam |
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