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Prediction vindicated as Atalanta edge out Empoli 3-2.

📝 Match Report

How It Unfolded

Atalanta beat Empoli 3-2 at Gewiss Stadium, Regular Season - 17, in the Serie A. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.

The Model vs The Result

The Poisson model went into this projecting Atalanta 2.19 xG and Empoli 1.30 xG, a combined 3.49. The scoreboard read 3-2 for 5 actual goals. Atalanta beat their projection by 0.8 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Atalanta attack 1.62 / defence 0.97 against Empoli attack 1.02 / defence 1.01, drawn from 54/54 games (CurrentSeason).

On the result, the model split it Atalanta 58% | Draw 20% | Empoli 22%, with Atalanta to win its most likely call at 58%. The result followed the model's preferred path, landing its top-rated outcome.

Goals & Markets

The model rated Over 2.5 goals at 68%. The game delivered 5, so it went over — in line with the projection. Over 1.5 had been 86% and landed. Over 3.5 was 46% and came in. On both teams to score, the model sat at 65% and the match saw both sides score — another call in the model's favour. Historically the two sides average 49% Over 2.5 across their same-competition games (Atalanta 67%, Empoli 32%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 44%, which did not match the both-scored outcome.

Trading Patterns vs Reality

Atalanta's trading profile (54 games, 26 home) set some clear expectations: BTTS lands in 54% of their matches — today it did; they keep a clean sheet 39% of the time, and conceded here.

Empoli's trading profile (54 games, 26 away) set some clear expectations: BTTS lands in 35% of their matches — today it did.

Form vs Result

On form, Atalanta arrived the stronger side — 1.96 PPG against 1.02. Form held, and they took the win. Atalanta (home/away splits) shipped 2 against a 0.96 concession average — a leakier day than usual. Empoli (home/away splits) scored 2 against a 1.00 average — above their attacking norm and shipped 3 against a 1.50 concession average — a leakier day than usual.

Verdict

Grading the result against the stored data, 4 of 4 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit), form (hit). A strong night for the model: the result sat comfortably inside what the pre-match data projected.

💡 Key Insights