● aleavici-football · v1.0-xgboost · 27 October 2026
UEFA Champions League

Atlético Madrid vs Bayern Munich

Tuesday, 3 November 2026 at 20:00
Win probability
21%
Atlético Madrid wins
23%
Draw
56%
Bayern Munich wins
xG Home
1.01
Atlético Madrid
Blowout %
31%
Dominant win
xG Away
1.81
Bayern Munich
Analysis

Our model puts a Bayern Munich win at 55.8% in this UEFA Champions League fixture — a moderate lean. Expected goals run 1.01 to 1.81.

What this probability has been worth

A number is worth what it has been worth. Across 2,347 predictions published before kick-off and scored against the result afterwards, the calls we priced between 55% and 65% came in 49.8% of the time — 448 fixtures in that band. That is 9.6 points below what the model claimed, so read this figure as optimistic: in this range it has been saying more than it could support. We publish the gap rather than quietly shading the number, because a record that only shows its good bands is not a record.

Where we disagree with the market

Bookmakers price Atlético Madrid at 3.2, which implies about 31.2%. Our model has it at 21% — 10.2 points lower. That is a wide gap, and it is worth being plain about what it means: it is not a claim that the price is wrong and we are right. It means two methods that usually agree have landed far apart on this one, and only the result will say which of them read it better.

The ratings gap

Bayern Munich carry a rating of 2018 against 1845 for Atlético Madrid, a gap of 173 points. On our scale that is the difference between a side that controls most of its fixtures and one that has to earn each of them. It is also the single largest input into the probabilities above.

Attack against defence

The single rating hides where the mismatch actually sits. Splitting it, Bayern Munich's attack should find room against Atlético Madrid's defence, by 315 points. That is the mechanism behind the expected-goals line rather than a separate opinion about it.

Atlético Madrid are hard to beat

Atlético Madrid have gone 8 matches without losing, though without stringing wins together. That pattern tends to push draw probability up more than it pushes a win probability.

Atlético Madrid are off their season peak

Atlético Madrid peaked at 1896 this season and sit at 1845 today, 51 points below their own best. Measuring a side against itself rather than against the table is often the earlier signal, and it is not visible in a league position.

Finding the target

Bayern Munich hits the target more often than almost anyone: 41% of their shots are on goal over their last matches. The average across the sides we have figures for is 33.8%. Accuracy is not the same as scoring — it says how much of a side's shooting is worth a goalkeeper's attention, which is the part that does not swing as wildly from week to week as goals do.

How often they shoot

Bayern Munich take 22.8 shots a match against an average of 12. Volume like that usually means territory rather than precision, and it is why a side can dominate a match and still not win it.

Market odds
3.20
Atlético Madrid
4.10
Draw
1.95
Bayern Munich
Published 27 October 2026 · aleavici-football
Signed export