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Criterion
Paper illustration of a scoring table with four factor columns, a calculator and three ordered initiative cards.
Product Strategy
RICE Scoring
A structured reflection surfaces what was liked, learned, lacked, and longed for. It is a conversation format and does not validate actions automatically.
Agile
4Ls Retrospective
Purposedifferent
When many initiatives compete for the same resources, it brings reach, impact, confidence, and effort into one shared ranking. It makes prioritization economically connectable.When a sprint should not only be assessed but also learned from, it captures experience in clear learning categories. It records what worked, what's missing, and what should run differently next time.
Complexitydifferent
MediumLow
Timedifferent
60-90 min45–75 min
Participantsdifferent
2-10Team members involved
Formatdifferent
Workshop + asyncWorkshop
Outputdifferent
RICE Scores, Ranked List, Assumption Log4Ls Board, Learning Themes, Improvement Actions
Tagsno overlap
PrioritizationScoringRoadmapTradeoffs
RetrospectiveLearningReflectionTeam
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Often compared together

Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration of a team retrospective with three separate Start, Stop, and Continue areas and a shared action list.
Agile
Start Stop Continue
Paper illustration of a decision table with criteria rows, weighted ratings, and a narrowly leading alternative.
Decision Making
Decision Matrix
Paper illustration of ICE Scoring with its method-specific working model.
Product Strategy
ICE Scoring