Data-driven insights for college football
Performance-based valuations, market benchmarks, and explainable models — built on real CFBD data, published with full methodology.
Interactive Charts
Conference comparisons, scatter plots, and ranked visualizations
Explainable Metrics
Understand how every valuation is calculated — no black boxes
Benchmarking
Compare players against peers, positions, and market averages
NIL Intelligence
Market-calibrated valuations with factor breakdowns
Available Models
QB NIL Valuations
Market-calibrated valuations for 218 FBS quarterbacks using PPA efficiency, SP+ ratings, and program budget signals. QB Model v1.2 · Season 2025.
Jayden Maiava
USC
Julian Sayin
Ohio State
Joey Aguilar
Tennessee
RB + WR NIL Valuations
Rushing efficiency, target share, and receiving PPA signals applied to the NIL market for skill positions. Part of the v2.0 model expansion.
Portal Flow Analytics
Entry and commitment trends by conference, position, and week. Identify which programs are winning and losing the portal market each cycle.
School Benchmarking
Compare programs on SP+, collective budget signals, portal net flow, and NIL market positioning against conference peers.
QB Analytics
Performance Leaderboard and NIL Valuations for 2025 FBS quarterbacks
Open methodology
Every model is published with full formula documentation, guardrails, and known limitations.