Atalanta vs Venezia
Our model puts an Atalanta win at 72.7% in this Serie A fixture — the clearest call on this fixture. Expected goals run 2.23 to 0.65.
What this probability has been worth
A number is worth what it has been worth. Across 1,832 predictions published before kick-off and scored against the result afterwards, the calls we priced between 65% and 75% came in 70.7% of the time — 167 fixtures in that band. The model claimed 69.5%, so the two are within 1.2 points of each other. In this range the stated probability has meant roughly what it says.
Where we disagree with the market
Bookmakers price Venezia at 5.0, which implies about 20%. Our model has it at 9.6% — 10.4 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
Atalanta carry a rating of 1738 against 1559 for Venezia, a gap of 179 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 Venezia's defence, by 174 points. That is the mechanism behind the expected-goals line rather than a separate opinion about it.
Atalanta are off their season peak
Atalanta peaked at 1792 this season and sit at 1738 today, 54 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
Atalanta struggles to hit the target: 29% of their shots are on goal over their last matches. The average across the sides we have figures for is 34%. 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
Venezia take 15 shots a match against an average of 11.8. Volume like that usually means territory rather than precision, and it is why a side can dominate a match and still not win it.
Early or late
41.7% of Atalanta's goals have come after the break, against 57.1% for the sides we measure, over 12 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
75.8% of the shots on target Atalanta face do not end up in the net, against 67.7% 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.
A high-scoring home side
One model here does nothing but estimate how likely the home side is to score four goals or more, and on this fixture it reads 65.5%. Across our settled fixtures that happens about 8% of the time, so this is well above ordinary. It says nothing about who wins — a side can score four and still be caught — but a match where one team is expected to run up a total is one where the scoreline is much harder to call than the result.