● aleavici-football · v1.0-xgboost · 16 October 2026
Liga MX

Atlante vs Pumas UNAM

Saturday, 17 October 2026 at 03:00
Win probability
41%
Atlante wins
24%
Draw
35%
Pumas UNAM wins
xG Home
1.64
Atlante
Blowout %
47%
Dominant win
xG Away
1.50
Pumas UNAM
Analysis

Our model puts an Atlante win at 41.1% in this Liga MX fixture — close to a three-way split. Expected goals run 1.64 to 1.5.

What this probability has been worth

A number is worth what it has been worth. Across 1,941 predictions published before kick-off and scored against the result afterwards, the calls we priced between 35% and 45% came in 38.8% of the time — 717 fixtures in that band. The model claimed 40.6%, so the two are within 1.8 points of each other. In this range the stated probability has meant roughly what it says.

Evenly rated

There is almost nothing between these two on rating — 1496 against 1503, a gap of 6 points. Fixtures this evenly matched are where a model has least to say: the probabilities below are honest, but they are close to a coin weighted only slightly.

Market odds
2.55
Atlante
3.50
Draw
2.65
Pumas UNAM
Published 16 October 2026 · aleavici-football
Signed export