Liverpool came from two goals down to beat Villarreal 4-3 in a breathless Champions League knockout encounter. The Yellow Submarine started with real intent, Georges Mikautadze opening the scoring in the fourth minute before Sergi Cardona Bermúdez added a second on 29 minutes. But Liverpool hit back immediately—Alexis Mac Allister pulled one back just before the half-hour, and Ronald Araujo made it 2-2 deep into stoppage time at the end of the first half. The momentum had shifted entirely by the break. Mac Allister struck again on 65 minutes to give Liverpool the lead, then Florian Wirtz added a fourth on 68 to put the tie seemingly beyond reach. Villarreal grabbed a late consolation through Tani Oluwaseyi in the 87th minute, but it wasn't enough.

Our model leaned toward a Liverpool win at 50%, with a predicted scoreline of 2-1. We got the result direction right but way underestimated the goal traffic. Before kickoff, the underlying form suggested Liverpool averaging solid attacking output against a Villarreal side that struggled away from home, so the lean made sense on balance—but the 4-3 finish tells a very different story from what we'd penciled in. Both defenses simply couldn't hold the line when it mattered. The high stakes of the knockout stage clearly brought intensity from both sides, but what we flagged as a tight, controlled affair instead turned into an open game where neither backline could catch a break. It's a reminder that even when you've got the winner right, the actual scoreline can run a long way from the projection.