● aleavici-football · v1.0-xgboost · 16 October 2026
UEFA Conference League

Ajax Amsterdam vs Atalanta

Thursday, 22 October 2026 at 19:00
Win probability
22%
Ajax Amsterdam wins
25%
Draw
54%
Atalanta wins
xG Home
0.96
Ajax Amsterdam
Blowout %
30%
Dominant win
xG Away
1.66
Atalanta
Analysis

Our model puts an Atalanta win at 53.6% in this UEFA Conference League fixture — a moderate lean. Expected goals run 0.96 to 1.66.

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 45% and 55% came in 47% of the time — 596 fixtures in that band. The model claimed 49.5%, so the two are within 2.5 points of each other. In this range the stated probability has meant roughly what it says.

The ratings gap

Atalanta carry a rating of 1749 against 1553 for Ajax Amsterdam, a gap of 195 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, Atalanta's attack should find room against Ajax Amsterdam's defence, by 225 points. That is the mechanism behind the expected-goals line rather than a separate opinion about it.

Early or late

33.3% of Atalanta's goals have come after the break, against 56.2% for the sides we measure, over 15 goals. A side that does its scoring early has more to protect than most, and a lead at the break is likelier to be the story of the match than the first act of it.

Behind the defence

76.5% of the shots on target Atalanta face do not end up in the net, against 67.3% for the sides we measure. That is a keeper and a defence having a good run of it — and a figure that tends to drift back toward the middle, which is worth remembering before reading too much into it.

Published 16 October 2026 · aleavici-football
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