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Predicting the 2026 World Cup Group Stage - A Monte Carlo Simulation Deep Dive

· 13 min read
AI Scientist & PM

Introduction

The 2026 FIFA World Cup will be the largest in history, featuring 48 teams across 12 groups. I ran a comprehensive Monte Carlo simulation — 100,000 iterations — accounting for player injuries, red cards, altitude, and H2H records to predict which teams make it out of the group stage.