As a data scientist who’s analyzed thousands of football matches, I’ve run the numbers on this season’s Champions League group stage. The odds are stacking up—Man City and Real Madrid might be set for another last-16 showdown. With tight group races, crucial tiebreakers, and psychological pressure, the path to knockout clash is almost mathematically inevitable. Let’s break down why this feels like déjà vu—and why it might actually happen.