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Atalanta v Internazionale — Prediction, Odds & Stats

Sunday 28 December 2025 · ITA-Serie A · 2526

Serie A xG Prediction generated

0–1
1.17 – 1.63 xG
Shots
7 – 15
On target
0 – 4
Shots in box
2 – 11
xG per shot
0.17 – 0.11
Set-piece xG
0.00 – 0.15
Goals − xG
-1.17 – -0.63

AI prediction

ai-blend-oos No snapshot has been taken for this fixture yet; this is the stored price.
Atalanta win
28.9%
Draw
27.9%
Internazionale win
43.2%

Probabilities, not certainties. How they are made: the methodology.

Was this pick made in advance?
A model whose name ends -oos is out of sample: it was fitted only on matches played before this one, so its pick is a genuine forecast rather than hindsight. Anything without that suffix was fitted on all available data.

What the chances say

Atalanta are conceding sharply fewer than expected — 5.3 goals saved beyond what the chances suggest.

LDLDWLDWWL last 10 scored 11 from 11.9 xG conceded 12 from 17.3 xG

Internazionale are finishing above their chances — 3.9 goals more than expected across 10 matches, which usually cools off.

WWDWWDDWWW last 10 scored 26 from 22.1 xG conceded 12 from 13.5 xG

Finishing swings far more than chance creation, so a gap this size usually narrows. Over ten matches it is suggestive, not settled — a genuinely elite finisher beats expected goals for years.

What the model said

ModelHome / Draw / Away Expected goalsLikeliest score O2.5BTTSOutcome
ai-blend-oos 1.30–1.62 0% 0% 0% Away ✓
dc-xg-oos 1.36–1.81 1-1 10% 61% 62% Away ✓

A model whose name ends -oos was produced by the walk-forward backtest: it was fitted only on matches played before this one, so the pick is genuinely out of sample.

Reading the xG timeline
Each step up is a shot; the height of the step is how good the chance was. Dots mark goals. A side whose line climbs steadily created chances all match. A side that scored while its line stayed flat took a rare chance — that is finishing luck, and it rarely repeats.

Expected goals by minute

0.00.50.91.41.80'15'30'45'60'75'90'Lautaro Martínez 64' — goal
Atalanta 1.17 xGInternazionale 1.63 xG
Reading the shot map
Each circle is a shot, placed where it was taken. Bigger means a better chance; filled circles are goals. Clusters near the goal mean a side worked good openings; lots of small circles far out means shooting from poor positions and hoping. Hover any circle for the player, minute and chance quality.

Shot map

Manuel Akanji 8' — Blocked Shot (0.05 xG, From Corner)Yann Bisseck 8' — Blocked Shot (0.03 xG, From Corner)Éderson 16' — Missed Shot (0.01 xG, Open Play)Lautaro Martínez 20' — Blocked Shot (0.07 xG, Open Play)Luis Henrique 21' — Missed Shot (0.05 xG, Open Play)Marcus Thuram 22' — Saved Shot (0.03 xG, Open Play)Hakan Calhanoglu 24' — Missed Shot (0.01 xG, Open Play)Lautaro Martínez 26' — Saved Shot (0.06 xG, Open Play)Nicolò Barella 27' — Missed Shot (0.03 xG, From Corner)Lautaro Martínez 29' — Missed Shot (0.04 xG, Open Play)Nicola Zalewski 31' — Blocked Shot (0.01 xG, Open Play)Sead Kolasinac 31' — Blocked Shot (0.03 xG, Open Play)Davide Zappacosta 32' — Missed Shot (0.06 xG, Open Play)Manuel Akanji 47' — Missed Shot (0.05 xG, From Corner)Éderson 49' — Missed Shot (0.64 xG, Open Play)Luis Henrique 55' — Saved Shot (0.32 xG, Open Play)Nicolò Barella 55' — Missed Shot (0.34 xG, Open Play)Lautaro Martínez 64' — Goal (0.41 xG, Open Play)Éderson 68' — Blocked Shot (0.03 xG, Open Play)Henrikh Mkhitaryan 77' — Blocked Shot (0.10 xG, Open Play)Francesco Pio Esposito 80' — Missed Shot (0.04 xG, Open Play)Lazar Samardzic 86' — Missed Shot (0.39 xG, Open Play)
Atalanta attacking right Internazionale attacking left Marker size is xG; filled markers are goals.

Every shot

MinTeamPlayerxG SituationBody partResultAssisted by
8' Internazionale Manuel Akanji 0.05 From Corner Left Foot Blocked Shot Federico Dimarco
8' Internazionale Yann Bisseck 0.03 From Corner Blocked Shot Hakan Calhanoglu
16' Atalanta Éderson 0.01 Open Play Right Foot Missed Shot
20' Internazionale Lautaro Martínez 0.07 Open Play Left Foot Blocked Shot Nicolò Barella
21' Internazionale Luis Henrique 0.05 Open Play Right Foot Missed Shot
22' Internazionale Marcus Thuram 0.03 Open Play Right Foot Saved Shot Hakan Calhanoglu
24' Internazionale Hakan Calhanoglu 0.01 Open Play Right Foot Missed Shot Federico Dimarco
26' Internazionale Lautaro Martínez 0.06 Open Play Left Foot Saved Shot Piotr Zielinski
27' Internazionale Nicolò Barella 0.03 From Corner Left Foot Missed Shot Lautaro Martínez
29' Internazionale Lautaro Martínez 0.04 Open Play Missed Shot Federico Dimarco
31' Atalanta Nicola Zalewski 0.01 Open Play Right Foot Blocked Shot
31' Atalanta Sead Kolasinac 0.03 Open Play Right Foot Blocked Shot Nicola Zalewski
32' Atalanta Davide Zappacosta 0.06 Open Play Right Foot Missed Shot Gianluca Scamacca
47' Internazionale Manuel Akanji 0.05 From Corner Missed Shot Hakan Calhanoglu
49' Atalanta Éderson 0.64 Open Play Missed Shot Charles De Ketelaere
55' Internazionale Luis Henrique 0.32 Open Play Left Foot Saved Shot Federico Dimarco
55' Internazionale Nicolò Barella 0.34 Open Play Right Foot Missed Shot Luis Henrique
64' Internazionale Lautaro Martínez 0.41 Open Play Left Foot Goal Francesco Pio Esposito
68' Atalanta Éderson 0.03 Open Play Right Foot Blocked Shot
77' Internazionale Henrikh Mkhitaryan 0.10 Open Play Right Foot Blocked Shot Luis Henrique
80' Internazionale Francesco Pio Esposito 0.04 Open Play Left Foot Missed Shot
86' Atalanta Lazar Samardzic 0.39 Open Play Left Foot Missed Shot Charles De Ketelaere

Players

Internazionale

PlayerMinGA ShKPxGxA xGChain
Luis Henrique DMR 90 0 0 2 2 0.37 0.45 0.92
Manuel Akanji DC 90 0 0 2 0 0.10 0.00 0.06
Yann Bisseck DC 90 0 0 1 0 0.03 0.00 0.20
Hakan Calhanoglu MC 90 0 0 1 3 0.01 0.11 0.08
Yann Sommer GK 90 0 0 0 0 0.00 0.00 0.01
Alessandro Bastoni DC 90 0 0 0 0 0.00 0.00 0.14
Lautaro Martínez FW 85 1 0 4 1 0.58 0.03 0.59
Piotr Zielinski MC 84 0 0 0 1 0.00 0.06 0.12
Nicolò Barella MC 77 0 0 2 1 0.37 0.07 0.85
Federico Dimarco DML 77 0 0 0 4 0.00 0.43 0.48
Marcus Thuram FW 65 0 0 1 0 0.03 0.00 0.07
Francesco Pio Esposito Sub 25 0 1 1 1 0.04 0.41 0.55
Henrikh Mkhitaryan Sub 13 0 0 1 0 0.10 0.00 0.10
Carlos Augusto Sub 13 0 0 0 0 0.00 0.00 0.00
Davide Frattesi Sub 6 0 0 0 0 0.00 0.00 0.00
Andy Diouf Sub 5 0 0 0 0 0.00 0.00 0.00

Atalanta

PlayerMinGA ShKPxGxA xGChain
Éderson MC 90 0 0 3 0 0.68 0.00 1.07
Gianluca Scamacca FW 90 0 0 0 1 0.00 0.06 1.08
Isak Hien DC 90 0 0 0 0 0.00 0.00 0.39
Charles De Ketelaere AMC 90 0 0 0 2 0.00 1.02 1.02
Berat Gjimshiti DC 90 0 0 0 0 0.00 0.00 0.39
Marco Carnesecchi GK 90 0 0 0 0 0.00 0.00 0.00
Marten de Roon MC 90 0 0 0 0 0.00 0.00 0.39
Sead Kolasinac DC 76 0 0 1 0 0.03 0.00 0.03
Nicola Zalewski DML 66 0 0 1 2 0.01 0.03 0.05
Mario Pasalic AMC 59 0 0 0 0 0.00 0.00 0.64
Davide Zappacosta DMR 47 0 0 1 0 0.06 0.00 0.06
Yunus Musah Sub 43 0 0 0 0 0.00 0.00 1.05
Kamaldeen Sulemana Sub 31 0 0 0 0 0.00 0.00 0.00
Lorenzo Bernasconi Sub 24 0 0 0 0 0.00 0.00 0.39
Lazar Samardzic Sub 14 0 0 1 0 0.39 0.00 0.39
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What this page is for

One fixture in full. The model's probability for every market it prices, the prices stored against them, the teams expected to feature, and for a match already played, the shot map and the xG timeline.

How to read the shot map

Every shot is placed where it was taken and sized by its chance of being scored. A cluster of small marks from distance and a clean sheet is a side that was busy without ever threatening; two big marks and a defeat is a side that had the better of it and lost anyway. Both happen constantly, and both are invisible in the score.

How to read the xG timeline

The steps are chances as they arrived, so the shape shows who was on top and when. A flat line that jumps once near the end is a smash and grab.

Things to watch

The stored prediction is the one made before the match, kept deliberately so it can be judged afterwards. It is not re-fitted with hindsight.

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