XoverO

Moneyball — XoverO

Moneyball

Almost everything being asserted about college football spending and roster value is untestable with public data. This is where the evidence lives.

STATUS — in build.
Sign in

What's established

  • Roster turnover broke in 2021, not 2019. It was never the portal. It was the money attached to it.
  • Group of Five turnover held near 36% for a decade and now sits at 49%.
  • Spending does not predict production. Nine seasons, 131 FBS programs, null throughout.
  • Close-game records are near-random.

What this page is

  • Aggregate research. Findings about programs, conferences and levels, built from public data: spending, roster turnover, results.
  • No one rated. No individual player is identified, and no program is rated or ranked on this page.
  • Public sources only. Federal filings, public rosters and public play-by-play. Nothing behind a commercial-use restriction is republished here.
  • Not NIL figures. No reported, leaked or estimated pay for any player.
  • Player-level work is private. Ratings of individual players sit behind the sign-in and are not published.

Sources

EADA
Federal Equity in Athletics filings.
CFBD
Play-level and season-level efficiency, FBS and FCS.
CFBD rosters
Roster turnover: each season's roster matched to the year before on player ID, Group of Five programs.
Open records
State public-records requests.

Method goes up alongside each result so the number can be argued with.