Visualizations

Identify elite teams by evaluating tempo and efficiency margin. Uses Ryan Hammer's national baseline algorithm to maintain consistent championship standards across all filters.

Maps teams by Adjusted Offensive and Defensive ratings with championship tier boundaries. Diagonal lines separate title contenders from pretenders using national baselines.

Build custom scatterplots using any two stats computed from our game log data. Explore correlations with regression analysis and conference-based coloring.

Every team scored against 15 historical championship benchmarks — efficiency margins, Four Factors, resume, and more. Ranks contenders from pretenders to title favorites.

Which double-digit seeds are built to cause chaos? Five pillars — underseeded strength, defense, possession, variance, and resume — combine into a single upset-potential score. Now with analytical P(Sweet 16) based on real bracket paths.

Monte Carlo win probabilities for all 68 tournament teams. See each team's chances of reaching the Sweet 16, Elite 8, Final Four, and winning the championship — all driven by our Adjusted Efficiency Ratings.