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Birmingham and Ipswich share the spoils in a 1-1 draw.
📝 Match Report
How It Unfolded
The points were shared at St. Andrew's @ Knighthead Park, Regular Season - 1, as Birmingham and Ipswich drew 1-1 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 Birmingham 1.39 xG and Ipswich 1.00 xG, a combined 2.39. The scoreboard read 1-1 for 2 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 Birmingham attack 0.85 / defence 1.15 against Ipswich attack 0.85 / defence 1.15, drawn from 0/0 games (PrevSeason).
On the result, the model split it Birmingham 46% | Draw 27% | Ipswich 27%, with Birmingham to win its most likely call at 46%. The actual draw had been the model's second-ranked read at 27%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 43%. The game delivered 2, so it stayed under — a call the model got right. Over 1.5 had been 69% and landed. On both teams to score, the model sat at 47% and the match saw both sides score — a miss on BTTS. Historically the two sides average 49% Over 2.5 across their same-competition games (Birmingham 40%, Ipswich 58%), a base rate that agreed with today's under. Their combined BTTS history runs at 53%, which matched the both-scored outcome.
Trading Patterns vs Reality
Birmingham's trading profile (38 games, 18 home) set some clear expectations: BTTS lands in 45% of their matches — today it did; they keep a clean sheet 53% of the time, and conceded here.
Ipswich's trading profile (38 games, 18 away) set some clear expectations: BTTS lands in 60% of their matches — today it did.
Form vs Result
On form, Birmingham arrived the stronger side — 2.34 PPG against 0.58. The form guide was only half-right: the stronger side did not lose, but could not convert the edge into a win. Birmingham (home/away splits) managed 1 against a 2.06 scoring average — below par going forward. Ipswich (home/away splits) conceded 1 against a 1.89 average — tighter than their form line.
Verdict
Grading the result against the stored data, 1 of 4 pre-match signals came in: result (miss), Over 2.5 (hit), 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
⚠️ 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.