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| Criterion |  Growth Growth Experiment |  Business Strategy Balanced Scorecard |  Growth A/B Testing |  Growth Pirate Metrics AARRR |
|---|---|---|---|---|
Purposedifferent | 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. | Balanced Scorecard translates strategy into a few interconnected perspectives and metrics. It holds impact, steering, and learning together in daily work instead of narrowing strategy down to financial figures. | 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. | For products with complex usage paths, overall growth alone is too coarse to reveal bottlenecks. Pirate Metrics breaks the relationship with the product into consecutive stages and shows where the funnel actually leaks. |
Complexitydifferent | Medium | High | High | Medium |
Timedifferent | 1-2 Wochen | Halber Tag bis mehrere Wochen | 1-4 Wochen | 1-2 h Setup, laufend |
Participantsdifferent | 1-6 | 4-12 | 1-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop + async |
Outputdifferent | Experiment card, Result summary, Next bet | Balanced Scorecard, Strategic Measures, Initiative Map | Experiment results, Decision log, Learning summary | AARRR funnel, Metric baseline, Experiment backlog |
Tagsno overlap | MarketingGrowthExperimentsLearning | StrategyMetricsExecution | ExperimentsGrowthAnalyticsValidation | GrowthMetricsExperiments |