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Prediction vindicated as Aston Villa edge out Nottingham Forest 2-1.
📝 Match Report
How It Unfolded
Aston Villa beat Nottingham Forest 2-1 at Villa Park, Regular Season - 31, in the Premier League. 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 Aston Villa 1.99 xG and Nottingham Forest 1.58 xG, a combined 3.57. 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 Aston Villa attack 1.09 / defence 0.92 against Nottingham Forest attack 1.19 / defence 1.29, drawn from 68/68 games (CurrentSeason).
On the result, the model split it Aston Villa 48% | Draw 22% | Nottingham Forest 31%, with Aston Villa to win its most likely call at 48%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 69%. The game delivered 3, so it went over — a call the model got right. Over 1.5 had been 87% and landed. Over 3.5 was 48% and did not. On both teams to score, the model sat at 69% and the match saw both sides score — another call in the model's favour. Historically the two sides average 61% Over 2.5 across their same-competition games (Aston Villa 69%, Nottingham Forest 53%), a base rate that agreed with today's over. Their combined BTTS history runs at 61%, which matched the both-scored outcome.
Trading Patterns vs Reality
Aston Villa's trading profile (68 games, 34 home) set some clear expectations: BTTS lands in 66% of their matches — today it did.
Nottingham Forest's trading profile (68 games, 34 away) set some clear expectations: BTTS lands in 56% of their matches — today it did.
Form vs Result
The form lines were close — Aston Villa 1.71 PPG, Nottingham Forest 1.37 PPG — offering no strong steer, and the Aston Villa win broke the near-deadlock.
Verdict
Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit). The numbers read this fixture well — the outcome largely followed the script the data laid out beforehand.
💡 Key Insights
⚠️ This match report is generated algorithmically from the final score, our prediction model, and each team's historical form and trading data. Analysis is for informational purposes only.