AGATHANo gut feelings

NASCAR

Hollywood Casino 400 Prediction

Agatha's win probabilities

Outright call: Denny Hamlin, 24.6%

EntrantWin
Denny Hamlin #1124.6%
Christopher Bell #206.6%
Ty Gibbs #545.4%
Joey Logano #224.3%
Ryan Preece #604.2%
Tyler Reddick #453.8%
Chris Buescher #173.7%
Daniel Suarez #73.3%
Austin Cindric #23.0%
Bubba Wallace #232.9%

Agatha prices every car she has data on, and Denny Hamlin comes out on top at 24.6%.

Attrition context: 13% of cars have failed to finish at intermediate ovals in the current-car era (2022 on). The model prices pace; a wreck or a blown engine can beat any number below.

Calibrated win probabilities from 77 seasons of Cup results. In the current parity era the field runs closer than the historical backtest, so an unusually large favorite tends to run cooler than its number. Information only, never a staked play.