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Prediction vindicated as Birmingham edge out Cambridge United 1-2.

📝 Match Report

How It Unfolded

Birmingham beat Cambridge United 1-2 at Cledara Abbey Stadium, Regular Season - 46, 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 Cambridge United 0.80 xG and Birmingham 1.44 xG, a combined 2.24. The scoreboard read 1-2 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 Cambridge United attack 0.80 / defence 1.12 against Birmingham attack 1.09 / defence 0.77, drawn from 91/45 games (CurrentSeason).

On the result, the model split it Cambridge United 20% | Draw 28% | Birmingham 52%, with Birmingham to win its most likely call at 52%. 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 3, so it went over — the opposite of the projected direction. Over 1.5 had been 66% and landed. On both teams to score, the model sat at 42% and the match saw both sides score — a miss on BTTS. Historically the two sides average 42% Over 2.5 across their same-competition games (Cambridge United 41%, Birmingham 44%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 46%, which did not match the both-scored outcome.

Trading Patterns vs Reality

Cambridge United's trading profile (91 games, 45 home) set some clear expectations: BTTS lands in 43% of their matches — today it did.

Birmingham's trading profile (91 games, 45 away) set some clear expectations: BTTS lands in 50% of their matches — today it did; they keep a clean sheet 36% of the time, and conceded here.

Form vs Result

On form, Birmingham arrived the stronger side — 1.74 PPG against 0.95. That form edge translated into the three points. Birmingham (home/away splits) scored 2 against a 1.20 average — above their attacking norm.

Verdict

Grading the result against the stored data, 2 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss), form (hit). The model got the gist right while missing on the margins.

💡 Key Insights