- Under benchmark
- 30.6%
- Delta vs baseline
- +0.3 points
CBB
Analytics and intelligence, bias modeling for the 3rd team on the court.
Season opens Nov 4. Ref profiles and tendencies load from verified game data.
Team directory covers ACC, Big Ten, SEC, Big 12, and Big East. Ref profiles populate as games log.
Research terminal
Filter referee analytics by power-conference territory. Counts reflect verified games with crew coverage.
Highest-confidence anomalies in the current sample.
Whistle
Whistle delta vs avg
Games officiated by Gerald Williams have averaged 3.0 more fouls called than the league average.
Over / under
Over benchmark
Games officiated by Ryan Holmes clear the 151.8 points benchmark threshold 69.2% of the time - the highest over rate in this qualified sample.
Scoring
Scoring delta vs avg
Games officiated by Jason Garretson have averaged 8.2 more combined points than the league average.
Referees trending on high-variance whistle, scoring, and split data.
Scoring
Scoring delta vs avg
Games officiated by Randy Heimerman have averaged 8.4 fewer combined points than the league average.
Over / under
Under benchmark
Games officiated by Doug Simons clear the 151.8 points benchmark threshold only 19.0% of the time - the lowest over rate in this qualified sample.
Whistle
Whistle delta vs avg
Games officiated by Bill Jacobson have averaged 4.1 fewer fouls called than the league average.
Scoring
Scoring delta vs avg
Averages 0.5 more combined points than the league baseline per game.
Sample-gated research patterns from the dataset. Distinct from pulse rankings and tonight's slate lean cards.
2020-2026
Historical tendencies only, with sample gates, confidence tiers, and transparent methodology. Not betting advice.
Research feed
Ranked CBB findings from verified game logs. Open a profile for full splits.
Roger Ayers averages 30.6 fouls per game (-3.2 vs league) across 793 games, the largest whistle delta among 50+ game refs.
Read MoreLeague scoring increased by 5.3 pts year over year (2024-25 to 2025-26). Fouls rose (+1.0 fouls).
Read MoreAmong officials with 50+ games, 99 of 154 beat the 151.8-point benchmark in a majority of their own games.
Read More30.6% of De Selle Dean's 54 games finish under 151.8 combined points, 19.4 pts from a neutral 50% baseline.
Read More