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

Middlesbrough vs Cardiff City

Saturday, 17 October 2026 at 11:30
Win probability
57%
Middlesbrough wins
22%
Draw
21%
Cardiff City wins
xG Home
1.94
Middlesbrough
Blowout %
48%
Dominant win
xG Away
1.08
Cardiff City
Analysis

Our model puts a Middlesbrough win at 56.8% in this Championship fixture — a moderate lean. Expected goals run 1.94 to 1.08.

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 55% and 65% came in 50.7% of the time — 355 fixtures in that band. That is 8.8 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 Middlesbrough at 1.54, which implies about 64.9%. Our model has it at 56.8% — 8.1 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.

How often they shoot

Middlesbrough take 18.3 shots a match against an average of 11.9. 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
1.54
Middlesbrough
4.90
Draw
5.00
Cardiff City
Published 16 October 2026 · aleavici-football
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