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Prediction vindicated as Atalanta edge out Napoli 2-1.

📝 Match Report

How It Unfolded

Atalanta beat Napoli 2-1 at New Balance Arena, Regular Season - 26, in the Serie A. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.

The Model vs The Result

The Poisson model went into this projecting Atalanta 1.43 xG and Napoli 0.99 xG, a combined 2.42. The scoreboard read 2-1 for 3 actual goals. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of Atalanta attack 1.22 / defence 0.77 against Napoli attack 1.06 / defence 0.95, drawn from 63/63 games (CurrentSeason).

On the result, the model split it Atalanta 47% | Draw 28% | Napoli 26%, with Atalanta to win its most likely call at 47%. That is exactly how it finished — the model's leading outcome was vindicated.

Goals & Markets

The model rated Over 2.5 goals at 44%. The game delivered 3, so it went over — the opposite of the projected direction. Over 1.5 had been 70% and landed. On both teams to score, the model sat at 48% and the match saw both sides score — a miss on BTTS. Historically the two sides average 47% Over 2.5 across their same-competition games (Atalanta 46%, Napoli 48%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 47%, which did not match the both-scored outcome.

Trading Patterns vs Reality

Atalanta's trading profile (63 games, 32 home) set some clear expectations: BTTS lands in 49% of their matches — today it did; they keep a clean sheet 40% of the time, and conceded here.

Napoli's trading profile (63 games, 32 away) set some clear expectations: BTTS lands in 44% of their matches — today it did; they keep a clean sheet 44% of the time, and conceded here.

Form vs Result

The form lines were close — Atalanta 1.84 PPG, Napoli 2.10 PPG — offering no strong steer, and the Atalanta win broke the near-deadlock. Napoli (home/away splits) shipped 2 against a 0.88 concession average — a leakier day than usual.

Verdict

Grading the result against the stored data, 1 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss). The data was on the wrong side of this result more often than not — a reminder that a single match sits well inside the model's variance.

💡 Key Insights