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Internazionale v Atalanta — Prediction, Odds & Stats

Saturday 14 March 2026 · ITA-Serie A · 2526

Serie A xG Prediction generated

1–1
2.03 – 0.87 xG
Shots
16 – 8
On target
3 – 3
Shots in box
11 – 5
xG per shot
0.13 – 0.13
Set-piece xG
0.08 – 0.02
Goals − xG
-1.03 – -0.01

AI prediction

ai-blend-oos No snapshot has been taken for this fixture yet; this is the stored price.
Internazionale win
56.0%
Draw
23.7%
Atalanta win
20.3%

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

Internazionale have scored 28 from 28.3 expected and conceded 13 from 12.7 — both ends in line with the chances, so the recent record is a fair reflection.

WDDWWWWDWW last 10 scored 28 from 28.3 xG conceded 13 from 12.7 xG

Atalanta are conceding sharply fewer than expected — 5.5 goals saved beyond what the chances suggest.

WLDWWLLLWL last 10 scored 14 from 12.8 xG conceded 15 from 20.5 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 1.81–1.00 0% 0% 0% Home ✗
dc-xg-oos 2.60–1.14 2-1 9% 72% 63% Home ✗

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

0.00.61.11.72.30'15'30'45'60'75'90'Francesco Pio Esposito 25' — goalNikola Krstovic 81' — goal
Internazionale 2.03 xGAtalanta 1.01 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

Gianluca Scamacca 4' — Missed Shot (0.01 xG, Open Play)Federico Dimarco 5' — Missed Shot (0.04 xG, Open Play)Gianluca Scamacca 11' — Saved Shot (0.04 xG, Open Play)Nicolò Barella 17' — Missed Shot (0.05 xG, Open Play)Francesco Pio Esposito 25' — Goal (0.06 xG, Open Play)Federico Dimarco 27' — Missed Shot (0.06 xG, Open Play)Piotr Zielinski 31' — Blocked Shot (0.04 xG, Open Play)Manuel Akanji 32' — Saved Shot (0.08 xG, From Corner)Federico Dimarco 36' — Missed Shot (0.05 xG, Open Play)Marcus Thuram 38' — Missed Shot (0.12 xG, Open Play)Francesco Pio Esposito 40' — Blocked Shot (0.12 xG, Open Play)Denzel Dumfries 47' — Missed Shot (0.42 xG, Open Play)Marcus Thuram 48' — Missed Shot (0.04 xG, Open Play)Federico Dimarco 60' — Missed Shot (0.02 xG, Open Play)Marcus Thuram 60' — Saved Shot (0.32 xG, Open Play)Denzel Dumfries 63' — Missed Shot (0.39 xG, Open Play)Nikola Krstovic 66' — Missed Shot (0.08 xG, Open Play)Lorenzo Bernasconi 68' — Missed Shot (0.07 xG, Open Play)Kamaldeen Sulemana 69' — Missed Shot (0.03 xG, Open Play)Marcus Thuram 73' — Missed Shot (0.15 xG, Open Play)Kamaldeen Sulemana 81' — Saved Shot (0.35 xG, Open Play)Nikola Krstovic 81' — Goal (0.40 xG, Open Play)Marcus Thuram 88' — Blocked Shot (0.08 xG, Open Play)Nikola Krstovic 96' — Missed Shot (0.02 xG, From Corner)
Internazionale attacking right Atalanta attacking left Marker size is xG; filled markers are goals.

Every shot

MinTeamPlayerxG SituationBody partResultAssisted by
4' Atalanta Gianluca Scamacca 0.01 Open Play Right Foot Missed Shot —
5' Internazionale Federico Dimarco 0.04 Open Play Left Foot Missed Shot Nicolò Barella
11' Atalanta Gianluca Scamacca 0.04 Open Play Right Foot Saved Shot Giorgio Scalvini
17' Internazionale Nicolò Barella 0.05 Open Play Right Foot Missed Shot Denzel Dumfries
25' Internazionale Francesco Pio Esposito 0.06 Open Play Left Foot Goal Nicolò Barella
27' Internazionale Federico Dimarco 0.06 Open Play Left Foot Missed Shot Francesco Pio Esposito
31' Internazionale Piotr Zielinski 0.04 Open Play Right Foot Blocked Shot Denzel Dumfries
32' Internazionale Manuel Akanji 0.08 From Corner — Saved Shot Federico Dimarco
36' Internazionale Federico Dimarco 0.05 Open Play Left Foot Missed Shot Petar Sucic
38' Internazionale Marcus Thuram 0.12 Open Play Right Foot Missed Shot Yann Bisseck
40' Internazionale Francesco Pio Esposito 0.12 Open Play Left Foot Blocked Shot —
47' Internazionale Denzel Dumfries 0.42 Open Play — Missed Shot Federico Dimarco
48' Internazionale Marcus Thuram 0.04 Open Play Right Foot Missed Shot —
60' Internazionale Federico Dimarco 0.02 Open Play Left Foot Missed Shot Nicolò Barella
60' Internazionale Marcus Thuram 0.32 Open Play Right Foot Saved Shot Henrikh Mkhitaryan
63' Internazionale Denzel Dumfries 0.39 Open Play Right Foot Missed Shot Henrikh Mkhitaryan
66' Atalanta Nikola Krstovic 0.08 Open Play Left Foot Missed Shot Kamaldeen Sulemana
68' Atalanta Lorenzo Bernasconi 0.07 Open Play Left Foot Missed Shot Nikola Krstovic
69' Atalanta Kamaldeen Sulemana 0.03 Open Play Right Foot Missed Shot —
73' Internazionale Marcus Thuram 0.15 Open Play Left Foot Missed Shot Ange-Yoan Bonny
81' Atalanta Kamaldeen Sulemana 0.35 Open Play Right Foot Saved Shot —
81' Atalanta Nikola Krstovic 0.40 Open Play Left Foot Goal —
88' Internazionale Marcus Thuram 0.08 Open Play Left Foot Blocked Shot —
96' Atalanta Nikola Krstovic 0.02 From Corner — Missed Shot Lorenzo Bernasconi

Players

Internazionale

PlayerMinGA ShKPxGxA xGChain
Denzel Dumfries DMR 90 0 0 2 2 0.81 0.09 1.04
Marcus Thuram FW 90 0 0 5 0 0.71 0.00 1.66
Piotr Zielinski MC 90 0 0 1 0 0.04 0.00 0.45
Carlos Augusto DC 90 0 0 0 0 0.00 0.00 0.32
Yann Sommer GK 90 0 0 0 0 0.00 0.00 0.79
Yann Bisseck DC 90 0 0 0 1 0.00 0.12 0.74
Manuel Akanji DC 80 0 0 1 0 0.08 0.00 1.04
Nicolò Barella MC 76 0 1 1 3 0.05 0.11 0.75
Francesco Pio Esposito FW 65 1 0 2 1 0.17 0.06 0.92
Federico Dimarco DML 65 0 0 4 2 0.17 0.50 1.20
Petar Sucic MC 46 0 0 0 1 0.00 0.05 0.33
Henrikh Mkhitaryan Sub 44 0 0 0 2 0.00 0.71 0.86
Luis Henrique Sub 25 0 0 0 0 0.00 0.00 0.00
Ange-Yoan Bonny Sub 25 0 0 0 1 0.00 0.15 0.15
Davide Frattesi Sub 14 0 0 0 0 0.00 0.00 0.08
Stefan de Vrij Sub 10 0 0 0 0 0.00 0.00 0.00

Atalanta

PlayerMinGA ShKPxGxA xGChain
Lorenzo Bernasconi DML 90 0 0 1 1 0.07 0.02 0.07
Berat Gjimshiti DC 90 0 0 0 0 0.00 0.00 0.07
Davide Zappacosta DMR 90 0 0 0 0 0.00 0.00 0.00
Giorgio Scalvini DC 90 0 0 0 1 0.00 0.04 0.10
Mario Pasalic MC 90 0 0 0 0 0.00 0.00 0.07
Marco Carnesecchi GK 90 0 0 0 0 0.00 0.00 0.00
Marten de Roon MC 76 0 0 0 0 0.00 0.00 0.07
Sead Kolasinac DC 65 0 0 0 0 0.00 0.00 0.00
Nicola Zalewski AMC 65 0 0 0 0 0.00 0.00 0.00
Lazar Samardzic AMC 52 0 0 0 0 0.00 0.00 0.00
Gianluca Scamacca FW 51 0 0 2 0 0.05 0.00 0.05
Nikola Krstovic Sub 39 1 0 3 1 0.51 0.07 0.56
Éderson Sub 38 0 0 0 0 0.00 0.00 0.07
Kamaldeen Sulemana Sub 25 0 0 2 1 0.39 0.08 0.54
Isak Hien Sub 25 0 0 0 0 0.00 0.00 0.07
Charles De Ketelaere Sub 14 0 0 0 0 0.00 0.00 0.00
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Match

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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