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Fixture360 only lists fixtures from a curated set of leagues, chosen specifically to keep our prediction model accurate.

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Prediction vindicated as Ipswich edge out Birmingham 2-1.

📝 Match Report

How It Unfolded

Ipswich beat Birmingham 2-1 at Portman Road, Regular Season - 41, in the Championship. 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 Ipswich 1.68 xG and Birmingham 0.62 xG, a combined 2.30. 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 Ipswich attack 1.11 / defence 0.75 against Birmingham attack 0.69 / defence 1.15, drawn from 38/40 games (CurrentSeason).

On the result, the model split it Ipswich 62% | Draw 25% | Birmingham 12%, with Ipswich to win its most likely call at 62%. That is exactly how it finished — the model's leading outcome was vindicated.

Goals & Markets

The model rated Over 2.5 goals at 40%. The game delivered 3, so it went over — the opposite of the projected direction. Over 1.5 had been 68% and landed. On both teams to score, the model sat at 39% and the match saw both sides score — a miss on BTTS. Historically the two sides average 48% Over 2.5 across their same-competition games (Ipswich 54%, Birmingham 42%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 54%, which matched the both-scored outcome.

Trading Patterns vs Reality

Ipswich's trading profile (76 games, 38 home) set some clear expectations: BTTS lands in 59% of their matches — today it did.

Birmingham's trading profile (76 games, 38 away) set some clear expectations: BTTS lands in 49% of their matches — today it did; they keep a clean sheet 38% of the time, and conceded here.

Form vs Result

On form, Birmingham arrived the stronger side — 1.83 PPG against 1.20. Form was overturned, with Ipswich winning despite arriving in poorer recent shape. Birmingham (home/away splits) shipped 2 against a 1.18 concession average — a leakier day than usual.

Verdict

Grading the result against the stored data, 1 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss), form (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