Following the Dodgers’ NL West division clinch, this simulator models their route toward a historic modern three-peat World Series championship (having won in 2024 and contending to defend back-to-back titles). The simulator combines two engines:

1. Plate-Appearance Duel Engine: Individual at-bats are resolved using a Markov chain baseball simulation model adapted for playoff baseball. Pitcher FIP, K%, BB%, barrel rate, and park factors calculate true outcome probabilities (Strikeout, Walk, Single, Double, Triple, Home Run, or Out). Baserunners advance dynamically with situational groundouts and sacrifice flies.

2. Monte Carlo Postseason Gauntlet: Because baseball series are subject to high single-game variance, the 10,000-run simulation calculates series transition matrices across the best-of-5 NLDS, best-of-7 NLCS, and best-of-7 World Series. Adjusting Ohtani's clutch rating, bullpen hooks, and opponent selection updates real-time odds of hoisting the Commissioner's Trophy three consecutive years.