Atalanta vs Parma
Our model puts an Atalanta win at 64.2% in this Serie A fixture — the clearest call on this fixture. Expected goals run 1.87 to 0.73.
What this probability has been worth
A number is worth what it has been worth. Across 2,324 predictions published before kick-off and scored against the result afterwards, the calls we priced between 55% and 65% came in 49.3% of the time — 438 fixtures in that band. That is 10.1 points below what the model claimed, so read this figure as optimistic: in this range it has been saying more than it could support. We publish the gap rather than quietly shading the number, because a record that only shows its good bands is not a record.
The ratings gap
Atalanta carry a rating of 1720 against 1604 for Parma, a gap of 116 points. On our scale that is the difference between a side that controls most of its fixtures and one that has to earn each of them. It is also the single largest input into the probabilities above.
Attack against defence
The single rating hides where the mismatch actually sits. Splitting it, Atalanta's attack should find room against Parma's defence, by 97 points. That is the mechanism behind the expected-goals line rather than a separate opinion about it.
Atalanta are off their season peak
Atalanta peaked at 1791 this season and sit at 1720 today, 71 points below their own best. Measuring a side against itself rather than against the table is often the earlier signal, and it is not visible in a league position.
Early or late
80% of Parma's goals have come after the break, against 56.2% for the sides we measure, over 10 goals. A side that scores this late is usually one that grows into matches or finishes them stronger than it starts — and one whose half-time score says less than usual about the result.