View methods side by side.
Choose up to four methods. Add them using the search and share the comparison by copying its link.
| Criterion |  Growth A/B Testing |  Systems Thinking System Dynamics Simulation |  Product Discovery Test Card |  Product Discovery Learning Card |
|---|---|---|---|---|
Purposedifferent | 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. | System Dynamics Simulation makes assumptions about time, delay, and feedback testable through experiments. It draws relationships, patterns, and feedback loops. The result is captured as a simulation model and scenario reports. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | High | High | Low | Low |
Timedifferent | 1-4 Wochen | Mehrere Tage bis Wochen | 20-35 min | 25-40 min |
Participantsdifferent | 1-6 | 1-5 Modellierende, Stakeholder asynchron | 1-5 | 1-5 |
Formatdifferent | Async | Async | Workshop + async | Workshop + async |
Outputdifferent | Experiment results, Decision log, Learning summary | Simulation Model, Scenario Reports | Test Card with a pre-set threshold | Learning Card with evidence and next action |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | Systems thinkingDynamicsSimulationAnalysis | ExperimentsValidationDiscoveryHypothesis | ExperimentsValidationDiscoveryLearning |