Match intelligence

Atalanta BC — Cagliari Calcio: Win probabilities, 12.09.2026

League: Serie A (Italy) · Kick-off:

Mathematical model

Win probabilities

Outcome probabilities after removing the bookmaker margin

Odds updated
W1 58.0% Home win Atalanta BC
X 24.1% Draw
W2 17.9% Away win Cagliari Calcio
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Market matrix

Markets

Double chance
1X82.1%
Both teams to score
Yes52.3%
Totals 2.5
Over53.0%

All calculated markets

MarketSelectionProbability
Double chance1X82.1%
1275.9%
X242.0%
Both teams to scoreYes/No52.3% / 47.7%
Totals 0.5 Over/Under 93.1% / 6.9%
Totals 1.5 Over/Under 77.7% / 22.3%
Totals 2.5 Over/Under 53.0% / 47.0%
Totals 3.5 Over/Under 30.8% / 69.2%
Totals 4.5 Over/Under 15.2% / 84.8%
Totals 5.5 Over/Under 6.5% / 93.5%
Goal distribution model

Score probability heatmap

Home goals run vertically; away goals run horizontally

Atalanta BC × Cagliari Calcio
HomeAway
0
1
2
3
4
5
0
0:0 6.9%
0:1 4.9%
0:2 2.7%
0:3 0.9%
0:4 0.2%
0:5 0.0%
1
1:0 10.5%
1:1 11.5%
1:2 5.0%
1:3 1.6%
1:4 0.4%
1:5 0.1%
2
2:0 10.5%
2:1 9.9%
2:2 4.7%
2:3 1.5%
2:4 0.3%
2:5 0.1%
3
3:0 6.5%
3:1 6.1%
3:2 2.9%
3:3 0.9%
3:4 0.2%
3:5 0.0%
4
4:0 3.0%
4:1 2.8%
4:2 1.3%
4:3 0.4%
4:4 0.1%
4:5 0.0%
5
5:0 1.1%
5:1 1.1%
5:2 0.5%
5:3 0.2%
5:4 0.0%
5:5 0.0%
Most likely scores
1:111.5%
2:010.5%
1:010.5%
2:19.9%
0:06.9%

Odds movement

W1 was 1.60 → now 1.67
W2 was 5.75 → now 5.00
AI analysis

Match preview

Model · GPT 5.6 Luna

Atalanta BC have a slight edge over Cagliari Calcio in this Serie A meeting, although the low confidence level points to a contest with a relatively open range of possible outcomes. The available assessment leans toward the home side, but it does not indicate a decisive gap between the teams. The match is projected to be medium-scoring, suggesting enough attacking involvement for chances at both ends without implying a goal-heavy game.

Both teams scoring is described as a coin flip, so either side finding the net remains a plausible scenario. The most likely scorelines include a balanced 1:1 draw as well as narrow home victories by 2:0 or 1:0. Overall, Atalanta BC carry the more favorable outlook, but Cagliari Calcio remain capable of keeping the game close. The central expectation is therefore a competitive match in which the home advantage provides only a modest difference.

Current context

What matters before kick-off

Updated
Availability

Mattia Felici set for surgery

Cagliari midfielder Mattia Felici is set to undergo reconstructive surgery after rupturing the anterior cruciate ligament in his right knee.

Schedule

Previous Serie A results

In their previous league fixtures, Atalanta suffered a 2-1 defeat away to Roma, while Cagliari earned a 1-0 win against Lecce courtesy of a Daniel Maldini goal.

Match fact

Cagliari's strong league start

Cagliari have accumulated 6 points from their opening three matchdays, marking their best start to a Serie A season since 2011/12.

AI collected this context from public sources; it does not change the mathematical probabilities.

Other matches

→ Serie A

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About the method

Prediction questions

We remove the bookmaker margin from market odds, estimate each team’s expected goals and build one matrix of possible scores. Outcomes, totals, both teams to score and likely scores all come from that matrix.

Fair odds are one divided by the probability of the main signal. They are a mathematical reference without bookmaker margin, not an offer from a particular bookmaker.

The official prediction is locked before kick-off and is never rewritten after publication. After the final whistle it is checked against the result and added to the public record.

AI does not calculate or change probabilities. It explains the mathematical output in plain language, and the model used is shown next to the analysis.

18+ All materials are informational and do not guarantee any outcome. Predictions are produced by an automated model; the method is described on the Method page. Responsible gambling