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Prediction vindicated as Oxford United edge out Cardiff 3-2.
📝 Match Report
How It Unfolded
Oxford United beat Cardiff 3-2 at The Kassam Stadium, Regular Season - 23, 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 Oxford United 1.40 xG and Cardiff 1.35 xG, a combined 2.75. The scoreboard read 3-2 for 5 actual goals. Oxford United beat their projection by 1.6 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Oxford United attack 0.88 / defence 1.42 against Cardiff attack 0.93 / defence 1.13, drawn from 21/67 games (CurrentSeason).
On the result, the model split it Oxford United 37% | Draw 29% | Cardiff 35%, with Oxford United to win its most likely call at 37%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 52%. The game delivered 5, so it went over — a call the model got right. Over 1.5 had been 78% and landed. Over 3.5 was 30% and came in. On both teams to score, the model sat at 57% and the match saw both sides score — another call in the model's favour. Historically the two sides average 52% Over 2.5 across their same-competition games (Oxford United 58%, Cardiff 46%), a base rate that agreed with today's over. Their combined BTTS history runs at 52%, which matched the both-scored outcome.
Trading Patterns vs Reality
Oxford United's trading profile (67 games, 33 home) set some clear expectations: BTTS lands in 58% of their matches — today it did.
Cardiff's trading profile (67 games, 33 away) set some clear expectations: BTTS lands in 45% of their matches — today it did.
Form vs Result
The form lines were close — Oxford United 1.43 PPG, Cardiff 1.19 PPG — offering no strong steer, and the Oxford United win broke the near-deadlock. Oxford United (home/away splits) scored 3 against a 1.70 average — above their attacking norm and shipped 2 against a 1.15 concession average — a leakier day than usual. Cardiff (home/away splits) scored 2 against a 1.03 average — above their attacking norm and shipped 3 against a 1.70 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (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.