Atalanta v Cagliari — prediction, stats and goal analysis

Serie A · Saturday, 12 September 2026. Final score 1–2 (half-time 1–1). Rebuilt from the season as it stood that morning, our rating would have been 45% for over 2.5 goals. This match is older than our frozen ratings ledger, which keeps 30 days, so that figure is a reconstruction from pre-match data rather than a number we published at the time — a distinction worth making, because only the frozen ones prove what we actually said beforehand.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals45%55%Under
Over 3.5 goals21%79%no pick
Both teams to score47%53%No

The result model puts Atalanta at 53%, the draw at 28% and Cagliari at 19%, from expected goals of 1.43 and 0.74.

How we got this number

The league sets the starting point. Serie A has produced over 2.5 goals in 46% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Atalanta have 2 in 3 this season (1 of 2 at home), Cagliari 0 in 3 (0 of 1 away). Those records are pulled toward the league rate with the weight of about 24 matches — enough that two or three unusual games cannot swing a rating — giving 49% and 41%.

Last season still counts, briefly. With 3 and 3 games played this season, last season's rates are still blended in and fade out entirely by game 40 — the point at which our testing showed they stop adding accuracy. A single season is part luck, so each club's record is first pulled toward the league average by 34 games' weight. That moves the two figures to 42% and 48%.

The mix. Weighted 40% home side, 40% away side and 20% league — the split that beat every alternative across 30,582 matches of testing — that gives 45%.

Head to head. These sides have met 6 times in three years, producing over 2.5 goals in 50%. That nudges the number 5% of the way toward the head-to-head pattern — deliberately small, because fixtures change more than reputations do — landing on 45%.

Goal expectation. Separately a Poisson model built from attack and defence strength — using real expected-goals data where the league has it — puts this match at 37%, from expected goals of 1.43 for Atalanta and 0.74 for Cagliari. Folding in 30% of that view gives 43%.

Calibration. Tested against 97,729 past matches, our ratings below 55% have run consistently too pessimistic — a figure in the high 30s, for instance, has come in about four points higher. So ratings in that range are lifted part-way back, giving 45%.

This breakdown is generated from the same inputs the rating uses, so it cannot describe a calculation we did not perform. The full model is set out in the methodology.

Season form

TeamGamesO2.5O3.5BTTS
Atalanta367%0%67%
Cagliari30%0%0%

Head to head

27 Apr 26Cagliari 3–2 AtalantaO2.5
13 Dec 25Atalanta 2–1 CagliariO2.5
15 Feb 25Atalanta 0–0 CagliariU2.5
14 Dec 24Cagliari 0–1 AtalantaU2.5
7 Apr 24Cagliari 2–1 AtalantaO2.5
24 Sept 23Atalanta 2–0 CagliariU2.5

More: Atalanta season stats · Cagliari season stats · Serie A table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.