We're building Onside Arena — an open AI football analytics platform for the FIFA World Cup 2026 and FPL. Live model record: 75% of MD1 winners called correctly. Here's the technical core.

TL;DR

Dixon-Coles bivariate Poisson on team goal expectations

Bayesian-shrunk ratings learned from 12 past World Cups + 8 Premier League seasons (~32K matches)

Live recalibration after every played match in the tournament