View methods side by side.
Choose up to four methods. Add them using the search and share the comparison by copying its link.
| Criterion |  Facilitation Dot Estimation |  Decision Making Argument Mapping |  Growth A/B Testing |  Decision Making Red Teaming |
|---|---|---|---|---|
Purposedifferent | When size or effort can only be estimated roughly, Dot Estimation condenses the group's experience into a quick range. It turns individual contributions into a visible selection. The result is captured as an Effort Heatmap, Risk Signals, and Discussion Targets. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. | 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 strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. |
Complexitydifferent | Low | Medium | High | High |
Timedifferent | 5-20 min | 1-3 h | 1-4 Wochen | 1-4 h |
Participantsdifferent | 3-20 | 1-8 | 1-6 | 3-8 |
Formatdifferent | Workshop | Workshop + async | Async | Workshop |
Outputdifferent | Effort Heatmap, Risk Signals, Discussion Targets | Argument Map, Evidence Gaps, Decision Rationale | Experiment results, Decision log, Learning summary | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | EstimationEffortRisk | SensemakingDecisionRationale | ExperimentsGrowthAnalyticsValidation | RiskDecisionSensemaking |