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| Criterion |  Agile NoEstimates |  Growth A/B Testing |  Product Discovery MVP Test Matrix |
|---|---|---|---|
Purposedifferent | When estimating slows a team down more than it helps, it shifts the focus to flow, small slices, and real lead time. It sorts work by value, risk, and delivery ability. The result is captured as Throughput Data, Flow Forecast, and Slicing Rules. | 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 several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. |
Complexitydifferent | Medium | High | Medium |
Timedifferent | laufend | 1-4 Wochen | 45-75 min |
Participantsdifferent | 2-12 | 1-6 | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop |
Outputdifferent | Throughput Data, Flow Forecast, Slicing Rules | Experiment results, Decision log, Learning summary | Test Matrix, Test Plan |
Tagsno overlap | EstimationForecastingFlow | ExperimentsGrowthAnalyticsValidation | ExperimentsValidationDiscoveryOptions |
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