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Shock result as Oxford United defy the odds to beat Derby 1-0.

📝 Match Report

How It Unfolded

Oxford United beat Derby 1-0 at Kassam Stadium, Regular Season - 10, in the Championship. That is the final score; the rest of this report grades it against what the data forecast beforehand.

The Model vs The Result

The Poisson model went into this projecting Oxford United 1.20 xG and Derby 1.26 xG, a combined 2.46. The scoreboard read 1-0 for 1 actual goal. Derby landed 1.3 under their projected return. Those figures were built on strength ratings of Oxford United attack 0.94 / defence 1.08 against Derby attack 0.98 / defence 1.04, drawn from 55/55 games (CurrentSeason).

On the result, the model split it Oxford United 34% | Draw 29% | Derby 37%, with Derby to win its most likely call at 37%. The actual Oxford United win had been the model's second-ranked read at 34%, so the result diverged from the top call without being a shock.

Goals & Markets

The model rated Over 2.5 goals at 44%. The game delivered 1, so it stayed under — the model's lean was correct. Over 1.5 had been 71% and missed. On both teams to score, the model sat at 51% and the match did not — a miss on BTTS. Historically the two sides average 39% Over 2.5 across their same-competition games (Oxford United 40%, Derby 38%), a base rate that agreed with today's under. Their combined BTTS history runs at 52%, which did not match the one-sided outcome.

Trading Patterns vs Reality

Oxford United's trading profile (55 games, 27 home) set some clear expectations: BTTS lands in 53% of their matches — today it did not.

Derby's trading profile (55 games, 27 away) set some clear expectations: BTTS lands in 51% of their matches — today it did not; they fail to score in 33% of games, a blank that repeated today.

Form vs Result

The form lines were close — Oxford United 1.07 PPG, Derby 1.05 PPG — offering no strong steer, and the Oxford United win broke the near-deadlock. Oxford United (home/away splits) conceded 0 against a 1.30 average — tighter than their form line. Derby (home/away splits) managed 0 against a 1.04 scoring average — below par going forward.

Verdict

Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (miss). A poor return for the projections: the match defied the majority of what the numbers expected.

💡 Key Insights