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Prediction vindicated as Bradford edge out Northampton 1-0.
📝 Match Report
How It Unfolded
Bradford beat Northampton 1-0 at Valley Parade, Regular Season - 41, in the League One. 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 Bradford 1.61 xG and Northampton 0.64 xG, a combined 2.25. The scoreboard read 1-0 for 1 actual goal. 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 Bradford attack 0.91 / defence 0.80 against Northampton attack 0.72 / defence 1.25, drawn from 39/85 games (CurrentSeason).
On the result, the model split it Bradford 61% | Draw 25% | Northampton 15%, with Bradford to win its most likely call at 61%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 39%. The game delivered 1, so it stayed under — a call the model got right. Over 1.5 had been 66% and missed. On both teams to score, the model sat at 38% and the match did not — another call in the model's favour. Historically the two sides average 48% Over 2.5 across their same-competition games (Bradford 49%, Northampton 46%), a base rate that agreed with today's under. Their combined BTTS history runs at 52%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Bradford's trading profile (85 games, 42 home) set some clear expectations: BTTS lands in 54% of their matches — today it did not; they keep a clean sheet 34% of the time, and duly kept one.
Northampton's trading profile (85 games, 42 away) set some clear expectations: BTTS lands in 49% of their matches — today it did not; they fail to score in 39% of games, a blank that repeated today.
Form vs Result
On form, Bradford arrived the stronger side — 1.68 PPG against 1.01. That form edge translated into the three points. Northampton (home/away splits) managed 0 against a 0.90 scoring average — below par going forward.
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). 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.