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Millwall and Cardiff share the spoils in a 2-2 draw.
📝 Match Report
How It Unfolded
The points were shared at The Den, Regular Season - 28, as Millwall and Cardiff drew 2-2 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 Millwall 1.09 xG and Cardiff 0.93 xG, a combined 2.02. The scoreboard read 2-2 for 4 actual goals. Millwall beat their projection by 0.9 — clinical relative to the chances the model priced in. Cardiff outscored their 0.93 projection by 1.1. Those figures were built on strength ratings of Millwall attack 0.69 / defence 0.87 against Cardiff attack 1.07 / defence 1.16, drawn from 72/73 games (CurrentSeason).
On the result, the model split it Millwall 38% | Draw 33% | Cardiff 29%, with Millwall to win its most likely call at 38%. The actual draw had been the model's second-ranked read at 33%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 33%. The game delivered 4, so it went over — the opposite of the projected direction. Over 1.5 had been 61% and landed. Over 3.5 was 15% and came in. On both teams to score, the model sat at 41% and the match saw both sides score — a miss on BTTS. Historically the two sides average 39% Over 2.5 across their same-competition games (Millwall 32%, Cardiff 46%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 43%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Millwall's trading profile (72 games, 35 home) set some clear expectations: BTTS lands in 39% of their matches — today it did; they keep a clean sheet 35% of the time, and conceded here.
Cardiff's trading profile (72 games, 35 away) set some clear expectations: BTTS lands in 47% of their matches — today it did.
Form vs Result
The form lines were close — Millwall 1.24 PPG, Cardiff 1.22 PPG — offering no strong steer, and the draw fit that even billing. Millwall (home/away splits) scored 2 against a 1.00 average — above their attacking norm and shipped 2 against a 1.11 concession average — a leakier day than usual. Cardiff (home/away splits) scored 2 against a 1.06 average — above their attacking norm.
Verdict
Grading the result against the stored data, 0 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (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.