Ascoli came to Catanzaro and put on a clinic, running out 6-1 winners in a performance that turned the tie into a rout inside half an hour. Catanzaro grabbed an early lead through N'Dri Koffi in the 18th minute — Di Francesco with the assist — but any hopes of a gutsy home display evaporated almost immediately. Gori equalised three minutes later, Acampora made it 2-1 on 32 minutes, and Gattoni stretched the lead to three by the 36th. Corradini added a fifth before half-time, then Milanese made it six early in the second half. Gori rounded off the rout with a second goal in the 76th minute.

Our model gave this to Ascoli at 33 percent probability, leaning only slightly in their favour among three plausible outcomes. The prediction settled on 0-1, which nailed the result direction but fell well short of capturing the scale of the scoreline. Pre-match, the model had flagged Catanzaro's relegation fight as a motivating factor and suspected Ascoli's mid-table position might breed complacency, weighing that against their superior quality. The match didn't unfold that way. Instead, Ascoli came firing from the off and Catanzaro, despite their early goal, simply couldn't match the visitors' intensity or execution.

The gap between a narrow Ascoli win and a 6-1 demolition is the difference between a close contest and a mismatch. Our model read the setup correctly in outcome terms — Ascoli were the likeliest winners — but underestimated just how dominant they could be on the day. That's the margin between a probabilistic lean and what actually happened on the pitch.