Each choice leads to a few outcomes: convert or get stopped, make or miss, a punt that lands somewhere. The engine estimates how likely each outcome is, then how likely you are to win from where it leaves the game. The call is the choice with the best expected chance to win.
Overtime is valued drive by drive under the 2025 rules: both teams get the ball, then the next score wins. That is why field position matters so much. Give the ball back at your own 10 and the other team only needs a field goal.
- Conversion
- XGBoost on NFL 4th downs, blended with league rates by distance
- Field goal
- XGBoost with weather and venue, tapered past 57 yards
- Punt
- Where the next drive really starts, returns included
- Drives
- How 22,000 NFL drives ended by starting spot, checked against every overtime drive since 2016
Not modeled: the 10-minute clock, regular-season ties, and individual punters. Built by Eshaan Dhavala, Abhi Kumar, Keith Bui, Josh Sujo, Maia Salti, Dillon Maheshwari, Andrew Yang and Gonzalo Merino Sanchez.