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| Criterion |  Architecture SAAM (Software Architecture Analysis Method) |  Growth Growth Experiment |  Product Discovery MVP Test Matrix |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | SAAM helps teams judge an architecture’s suitability for selected tasks and changes. It is particularly useful for examining modifiability and comparing architecture alternatives with clear reasoning. | When growth ideas surface quickly, the temptation to build immediately instead of learning is high. A Growth Experiment frames an assumption so target group, lever, and measurement are clear before the first deployment. | 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. | 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. |
Complexitydifferent | High | Medium | Medium | High |
Timedifferent | Preparation, scenario analysis, and findings review; effort depends on scope | 1-2 Wochen | 45-75 min | 1-4 Wochen |
Participantsdifferent | Architecture experts and stakeholders for scenarios and weighting | 1-6 | 2-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Async |
Outputdifferent | Domain functions mapped to components and connections, Quality attributes and evaluation criteria, Typical tasks and their effects on the architecture, Reasoned evaluation or comparison of alternatives | Experiment card, Result summary, Next bet | Test Matrix, Test Plan | Experiment results, Decision log, Learning summary |
Tagsno overlap | ArchitectureChangeAnalysisComparisonQuality | MarketingGrowthExperimentsLearning | ExperimentsValidationDiscoveryOptions | ExperimentsGrowthAnalyticsValidation |