Atalanta vs Cagliari prediction & probabilities (2026-09-12)

Serie A

Atalanta vs Cagliari Correct Score

2026-09-12 · 19:45
Correct Score1-1Most likely · 12.5%
Best predictionMost likely · 12.5% · 1-1No single outcome dominates, read the distribution. Calibrated, not a tip.
ConvictionOpen

Expert AI analysis

Our model lands on Most likely · 12.5% at 1-1, its strongest read on the Correct Score market. The goals picture is built on form: Atalanta have averaged 1.0 scored and 1.0 conceded, Cagliari 1.2 and 0.6 over their recent games. That fits a balanced goals environment: 46.6% for over 2.5 and 72.6% for at least two goals. Their last 5 meetings have averaged 2.4 goals a game. These are the model’s own calibrated numbers, not betting advice.

Correct Score

Most likely1-1 12.5%
Scoreline Probability
1-1 12.5%
1-0 11.8%
2-0 9.7%
2-1 9.4%
0-0 8.6%
0-1 7.0%
1-2 5.8%
3-0 5.1%

Score probability grid

Atalanta \ Cagliari 0 1 2 3 4 5
0 9% 7% 4% 1% · ·
1 12% 13% 6% 2% · ·
2 10% 9% 5% 2% · ·
3 5% 5% 2% 1% · ·
4 2% 2% 1% · · ·
5 1% 1% · · · ·

Rows = Atalanta goals, columns = Cagliari. The most likely scoreline is 1-1 at 12.5%. Rather than one score, the model spreads probability across the whole grid, that distribution is the real signal. Read the heatmap as a map of likelihood, not a prediction of one score.

Goals distribution

The model’s probability for the total number of goals, the shape behind every goals market. The 5+ bar groups every result with five or more goals.

8.6%

0

18.9%

1

25.9%

2

21.4%

3

13.6%

4

11.0%

5+

In-depth analysis

51.8%Favoured: Atalanta
49.8%Both Teams to Score
46.6%Over 2.5 goals

Looking at totals, the model sees 46.6% for three or more goals and 72.6% for at least two, painting a balanced picture. With Atalanta favoured at 51.8%, a competitive game tends to open up.

We publish the model, not a sure thing. The track record is public, misses included.

Model lenses

Different analytical lenses our model applies to the same calibrated data, not separate tipsters, and never a tip.

The CalibratorRaw model read: 1-1 on Correct Score, graded against real out-of-sample results, no odds attached.
The TacticianReads a balanced game from the 46.6% over 2.5 read.
The ScoutAtalanta are the model’s pick on the result at 51.8%, a lean on probability, never on price.
The RealistThis one sits near a coin-flip, the honest read is low conviction, no strong lean.

Key players

G

Gianluca ScamaccaAtalanta · 3.61 shots/90
To score 30.0%

M

Mattia FeliciCagliari · 1.3 shots/90
To score 6.0%

This season’s squad only, rated on recent form; a watch list, not a confirmed lineup.

Form & head-to-head

AtalantaLDWWL
CagliariWWWLW

Last 5 meetings: Atalanta 2 · 1 draws · Cagliari 2 · 2.4 goals/game.

FAQ

What is the most likely score in Atalanta vs Cagliari?
The model's most likely scoreline for Atalanta vs Cagliari is 1-1 at 12.5%.

How is this probability calculated?
We fit a goals and markets model (Dixon-Coles plus an xG strength model and an ensemble) on real match data, then calibrate the output against out-of-sample results. It is a calibrated model probability, not an odds-derived tip.

Is this a betting tip?
No – these are calibrated model probabilities, graded against real results. We publish our full track record, including the misses, and never claim to beat the closing market.

Overall model accuracy

We don’t yet publish a graded Correct Score-specific track record, so this is our overall accuracy across every 1X2 call, graded out-of-sample, updated daily.

0.0095Calibration error (1X2)
47.7%Top-pick hit rate (1X2)
55,261Matches graded

Predictions & track record updated 13 Sep 2026. See the full, dated track record →

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Model probabilities, calibration-graded, not a tip. We publish our track record, including the misses. 18+. For information only, not betting advice. If gambling is a problem, visit BeGambleAware.