Single Tournament Simulation
Run one complete World Cup simulation from the group stage to the final and see every match result.
Simulating the FIFA World Cup using Machine Learning. Matches are simulated with statistical models to estimate outcomes and tournament probabilities. Explore single simulations or run multiple Monte Carlo experiments to see which teams have the best chance of winning.

Project snapshot
Run one complete World Cup simulation from the group stage to the final and see every match result.
Run 5,000 simulations and discover which teams have the highest probability of winning the World Cup.
Pick any two teams, simulate matchups, and explore predicted scorelines, scorers, and win probabilities.
Team ratings are loaded from curated data sources and normalized into strength values used by the simulation models.
Match outcomes are simulated using probability models (xG and Poisson-based sampling) that convert expected goals into realistic scorelines.
The knockout tournament is played through until a champion is crowned; thousands of runs produce probabilistic predictions.