Division III football, through Rabby.
Today’s frozen pregame board is live. The prediction snapshot stays unchanged after kickoff while live scores can update around it. The underlying DIII methodology is still in historical validation, so the board is explicitly prevalidation research.
Today’s board
Frozen forecasts plus live score enrichment.
Research first. Production claims later.
The complete 2025 R0.2 ranking is now preserved as a static baseline. A separate 2026 live experimental ranking updates from current DIII-DIII results without rewriting that baseline. Historical walk-forward testing still determines the eventual certified methodology.
Static vs. live rankings
Rabby now carries a 244-team official-source registry. Today's game cards prefer verified official live-stat links; ESPN remains only a broad score/status fallback while provider adapters are verified.
Open live source registry