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Real Madrid v Real Sociedad — Prediction, Odds & Stats

Wednesday 26 August 2026 · ESP-La Liga · 2627

La Liga xG Prediction generated

4–1
3.31 – 0.46 xG
Shots
20 – 10
On target
11 – 3
Shots in box
14 – 7
xG per shot
0.17 – 0.05
Set-piece xG
0.07 – 0.04
Goals − xG
+0.69 – +0.53

AI prediction

ai-blend-oos No snapshot has been taken for this fixture yet; this is the stored price.
Real Madrid win
69.6%
Draw
17.7%
Real Sociedad win
12.7%

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

Real Madrid are conceding fewer than expected — 2.3 goals saved beyond what the chances suggest.

DWLWWWWWWL last 10 scored 20 from 21.0 xG conceded 8 from 10.3 xG

Real Sociedad have scored 13 from 13.9 expected and conceded 18 from 19.7 — both ends in line with the chances, so the recent record is a fair reflection.

DLDDLDLLWD last 10 scored 13 from 13.9 xG conceded 18 from 19.7 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 2.27–0.85 0% 0% 0% Home ✓
dc-xg-oos 2.54–1.05 2-1 9% 70% 60% 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

0.00.91.92.83.70'15'30'45'60'75'90'Kylian Mbappe-Lottin 39' — goalLuka Sucic 43' — goalKylian Mbappe-Lottin 59' — goalVinícius Júnior 67' — goalKylian Mbappe-Lottin 79' — goal
Real Madrid 3.31 xGReal Sociedad 0.47 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

Vinícius Júnior 2' — Missed Shot (0.06 xG, Open Play)Kylian Mbappe-Lottin 6' — Saved Shot (0.09 xG, Open Play)Jon Aramburu 6' — Missed Shot (0.01 xG, Open Play)Mikel Oyarzabal 10' — Saved Shot (0.10 xG, Open Play)Vinícius Júnior 20' — Saved Shot (0.20 xG, Open Play)Sergio Gómez 34' — Missed Shot (0.04 xG, Open Play)Dean Huijsen 37' — Missed Shot (0.01 xG, Open Play)Kylian Mbappe-Lottin 37' — Saved Shot (0.04 xG, Open Play)Kylian Mbappe-Lottin 39' — Goal (0.11 xG, Open Play)Kylian Mbappe-Lottin 43' — Saved Shot (0.07 xG, Open Play)Job Ochieng 43' — Blocked Shot (0.05 xG, Open Play)Luka Sucic 43' — Goal (0.07 xG, Open Play)Denzel Dumfries 45' — Blocked Shot (0.03 xG, Open Play)Arda Güler 46' — Blocked Shot (0.03 xG, Open Play)Dean Huijsen 46' — Missed Shot (0.02 xG, From Corner)Kylian Mbappe-Lottin 46' — Saved Shot (0.38 xG, Open Play)Vinícius Júnior 46' — Blocked Shot (0.04 xG, Open Play)Arda Güler 48' — Saved Shot (0.02 xG, From Corner)Kylian Mbappe-Lottin 50' — Blocked Shot (0.05 xG, Open Play)Kylian Mbappe-Lottin 59' — Goal (0.48 xG, Open Play)Jude Bellingham 66' — Blocked Shot (0.11 xG, Open Play)Vinícius Júnior 67' — Goal (0.95 xG, Open Play)Sergio Gómez 69' — Missed Shot (0.03 xG, Open Play)Federico Valverde 71' — Blocked Shot (0.02 xG, From Corner)Beñat Turrientes 74' — Saved Shot (0.03 xG, From Corner)Orri Óskarsson 74' — Blocked Shot (0.08 xG, Open Play)Gonçalo Guedes 76' — Blocked Shot (0.05 xG, Open Play)Luka Sucic 77' — Missed Shot (0.01 xG, From Corner)Kylian Mbappe-Lottin 79' — Goal (0.49 xG, Open Play)Federico Valverde 82' — Saved Shot (0.09 xG, Open Play)
Real Madrid attacking right Real Sociedad attacking left Marker size is xG; filled markers are goals.

Every shot

MinTeamPlayerxG SituationBody partResultAssisted by
2' Real Madrid Vinícius Júnior 0.06 Open Play Left Foot Missed Shot Kylian Mbappe-Lottin
6' Real Madrid Kylian Mbappe-Lottin 0.09 Open Play Left Foot Saved Shot Vinícius Júnior
6' Real Sociedad Jon Aramburu 0.01 Open Play Right Foot Missed Shot
10' Real Sociedad Mikel Oyarzabal 0.10 Open Play Left Foot Saved Shot Takefusa Kubo
20' Real Madrid Vinícius Júnior 0.20 Open Play Right Foot Saved Shot Kylian Mbappe-Lottin
34' Real Sociedad Sergio Gómez 0.04 Open Play Left Foot Missed Shot Mikel Oyarzabal
37' Real Madrid Dean Huijsen 0.01 Open Play Right Foot Missed Shot Kylian Mbappe-Lottin
37' Real Madrid Kylian Mbappe-Lottin 0.04 Open Play Right Foot Saved Shot Jude Bellingham
39' Real Madrid Kylian Mbappe-Lottin 0.11 Open Play Left Foot Goal Federico Valverde
43' Real Madrid Kylian Mbappe-Lottin 0.07 Open Play Right Foot Saved Shot Arda Güler
43' Real Sociedad Job Ochieng 0.05 Open Play Right Foot Blocked Shot Sergio Gómez
43' Real Sociedad Luka Sucic 0.07 Open Play Left Foot Goal
45' Real Madrid Denzel Dumfries 0.03 Open Play Right Foot Blocked Shot Jude Bellingham
46' Real Madrid Arda Güler 0.03 Open Play Left Foot Blocked Shot
46' Real Madrid Dean Huijsen 0.02 From Corner Missed Shot Arda Güler
46' Real Madrid Kylian Mbappe-Lottin 0.38 Open Play Left Foot Saved Shot Arda Güler
46' Real Madrid Vinícius Júnior 0.04 Open Play Right Foot Blocked Shot Arda Güler
48' Real Madrid Arda Güler 0.02 From Corner Left Foot Saved Shot Bernardo Silva
50' Real Madrid Kylian Mbappe-Lottin 0.05 Open Play Right Foot Blocked Shot Federico Valverde
59' Real Madrid Kylian Mbappe-Lottin 0.48 Open Play Right Foot Goal Jude Bellingham
66' Real Madrid Jude Bellingham 0.11 Open Play Left Foot Blocked Shot Ibrahima Konaté
67' Real Madrid Vinícius Júnior 0.95 Open Play Right Foot Goal Jude Bellingham
69' Real Sociedad Sergio Gómez 0.03 Open Play Left Foot Missed Shot Luka Sucic
71' Real Madrid Federico Valverde 0.02 From Corner Right Foot Blocked Shot Arda Güler
74' Real Sociedad Beñat Turrientes 0.03 From Corner Right Foot Saved Shot Sergio Gómez
74' Real Sociedad Orri Óskarsson 0.08 Open Play Left Foot Blocked Shot Gonçalo Guedes
76' Real Sociedad Gonçalo Guedes 0.05 Open Play Left Foot Blocked Shot Beñat Turrientes
77' Real Sociedad Luka Sucic 0.01 From Corner Right Foot Missed Shot Luken Beitia
79' Real Madrid Kylian Mbappe-Lottin 0.49 Open Play Left Foot Goal Vinícius Júnior
82' Real Madrid Federico Valverde 0.09 Open Play Right Foot Saved Shot Brahim Diaz

Players

Real Madrid

PlayerMinGA ShKPxGxA xGChain
Kylian Mbappe-Lottin FW 90 3 0 8 3 1.71 0.27 1.98
Federico Valverde DMC 90 0 1 2 2 0.11 0.17 1.32
Denzel Dumfries DR 90 0 0 1 0 0.03 0.00 1.10
Dean Huijsen DC 90 0 0 2 0 0.03 0.00 1.08
Ibrahima Konaté DC 90 0 0 0 1 0.00 0.11 1.08
Thibaut Courtois GK 90 0 0 0 0 0.00 0.00 0.05
Bernardo Silva DMC 88 0 0 0 1 0.00 0.02 0.53
Vinícius Júnior AML 86 1 1 4 2 1.25 0.58 2.22
Jude Bellingham AMC 80 0 2 1 4 0.11 1.50 1.67
Arda Güler AMR 80 0 0 2 5 0.06 0.53 1.13
Álvaro Fernández DL 48 0 0 0 0 0.00 0.00 0.24
Marc Cucurella Sub 42 0 0 0 0 0.00 0.00 0.90
Eduardo Camavinga Sub 10 0 0 0 0 0.00 0.00 0.00
Brahim Diaz Sub 10 0 0 0 1 0.00 0.09 0.09
Yan Diomande Sub 4 0 0 0 0 0.00 0.00 0.00
Carlos Espí Sub 2 0 0 0 0 0.00 0.00 0.00

Real Sociedad

PlayerMinGA ShKPxGxA xGChain
Luka Sucic AMC 90 1 0 2 1 0.08 0.03 0.18
Sergio Gómez DL 90 0 0 2 2 0.07 0.08 0.25
Beñat Turrientes DMC 90 0 0 1 1 0.03 0.05 0.20
Remiro GK 90 0 0 0 0 0.00 0.00 0.20
Luken Beitia DC 90 0 0 0 1 0.00 0.01 0.15
Jon Martín DC 90 0 0 0 0 0.00 0.00 0.18
Takefusa Kubo AMR 76 0 0 0 1 0.00 0.10 0.13
Job Ochieng AML 68 0 0 1 0 0.05 0.00 0.05
Yangel Herrera DMC 68 0 0 0 0 0.00 0.00 0.09
Mikel Oyarzabal FW 60 0 0 1 1 0.10 0.04 0.14
Jon Aramburu DR 59 0 0 1 0 0.01 0.00 0.01
Igor Zubeldia Sub 31 0 0 0 0 0.00 0.00 0.07
Orri Óskarsson Sub 30 0 0 1 0 0.08 0.00 0.13
Carlos Soler Sub 22 0 0 0 0 0.00 0.00 0.07
Ander Barrenetxea Sub 22 0 0 0 0 0.00 0.00 0.05
Gonçalo Guedes Sub 14 0 0 1 1 0.05 0.08 0.13
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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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