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Wins Above Bubble & Luck Ratings

Resume strength vs performance luck — which teams have earned their record and which have been fortunate? WAB measures wins above a bubble team's expected record, while Luck captures the gap between actual and predicted winning percentage.

HubFour FactorsTempoWAB & LuckConferencesCompare

WAB vs Luck Scatter Plot

Wins Above Bubble vs Luck Rating — filter by conference or view the top 50 teams across Division I.

Underperforming & LuckyEarned & Lucky
Underperforming & UnluckyEarned & Unlucky

College Basketball Analytics Glossary

A complete reference to the efficiency ratings, Four Factors, and advanced metrics used to evaluate NCAA Division I basketball teams. Every stat on this page is calculated from play-by-play box score data, adjusted for opponent quality and schedule strength, and updated throughout the season. Select a category below to explore how each metric is calculated and what the benchmark values mean.

Wins Above Bubble (WAB)

(Q1W – Q1G×0.30) + (Q2W – Q2G×0.55) + (Q3W – Q3G×0.85) + (Q4W – Q4G×0.95)

WAB measures how many more wins a team has earned compared to what a hypothetical bubble team (one sitting right on the tournament cut line) would have won against the same schedule. It weights each game by quad — beating a Q1 opponent is worth far more than beating a Q4 opponent because a bubble team would only be expected to win 30% of Q1 games but 95% of Q4 games. A WAB above +5 generally indicates a tournament-caliber team; above +10 signals a top seed.

Luck Rating

Actual win% minus Pythagorean expected win%

Luck quantifies the gap between a team’s actual winning percentage and the winning percentage predicted by its efficiency margin using the Pythagorean expectation formula. A positive Luck value means the team has won more games than its point differential suggests — often due to success in close games or overtime. A negative value means the team has underperformed its efficiency. Over time, Luck tends to regress toward zero, making it a useful indicator for predicting whether a team’s record will improve or decline.