About

An AI-powered World Cup 2026 match outcome predictor built on 828 historical matches (1990-2022). Uses gradient boosting to predict win/draw/loss probabilities for any matchup between all 48 qualified nations. Includes a full tournament bracket simulator and a live API endpoint. Key finding: Goal difference is the strongest predictor of success (53% importance) — not goals scored.