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Prediction vindicated as Derby edge out Oxford United 1-0.

📝 Match Report

How It Unfolded

Derby beat Oxford United 1-0 at Pride Park, Regular Season - 43, in the Championship. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.

The Model vs The Result

The Poisson model went into this projecting Derby 1.43 xG and Oxford United 1.00 xG, a combined 2.43. The scoreboard read 1-0 for 1 actual goal. Oxford United landed 1.0 under their projected return. Those figures were built on strength ratings of Derby attack 1.06 / defence 0.92 against Oxford United attack 0.93 / defence 1.06, drawn from 88/88 games (CurrentSeason).

On the result, the model split it Derby 45% | Draw 30% | Oxford United 25%, with Derby to win its most likely call at 45%. The result followed the model's preferred path, landing its top-rated outcome.

Goals & Markets

The model rated Over 2.5 goals at 44%. The game delivered 1, so it stayed under — in line with the projection. Over 1.5 had been 72% and missed. On both teams to score, the model sat at 50% and the match did not — a miss on BTTS. Historically the two sides average 43% Over 2.5 across their same-competition games (Derby 44%, Oxford United 42%), a base rate that agreed with today's under. Their combined BTTS history runs at 54%, which did not match the one-sided outcome.

Trading Patterns vs Reality

Derby's trading profile (88 games, 44 home) set some clear expectations: BTTS lands in 54% of their matches — today it did not.

Oxford United's trading profile (88 games, 44 away) set some clear expectations: BTTS lands in 53% of their matches — today it did not; they fail to score in 32% of games, a blank that repeated today.

Form vs Result

The form lines were close — Derby 1.28 PPG, Oxford United 1.10 PPG — offering no strong steer, and the Derby win broke the near-deadlock. Derby (home/away splits) conceded 0 against a 0.98 average — tighter than their form line. Oxford United (home/away splits) managed 0 against a 0.89 scoring average — below par going forward.

Verdict

Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit). A strong night for the model: the result sat comfortably inside what the pre-match data projected.

💡 Key Insights