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Shock result as Bristol City defy the odds to beat Sheffield Utd 1-0.

📝 Match Report

How It Unfolded

Bristol City beat Sheffield Utd 1-0 at Ashton Gate Stadium, Regular Season - 41, 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 Bristol City 1.21 xG and Sheffield Utd 1.40 xG, a combined 2.61. The scoreboard read 1-0 for 1 actual goal. Sheffield Utd landed 1.4 under their projected return. Those figures were built on strength ratings of Bristol City attack 0.91 / defence 1.18 against Sheffield Utd attack 0.99 / defence 1.01, drawn from 86/86 games (CurrentSeason).

On the result, the model split it Bristol City 31% | Draw 28% | Sheffield Utd 40%, with Sheffield Utd to win its most likely call at 40%. The actual Bristol City win had been the model's second-ranked read at 31%, so the result diverged from the top call without being a shock.

Goals & Markets

The model rated Over 2.5 goals at 48%. The game delivered 1, so it stayed under — a call the model got right. Over 1.5 had been 75% and missed. On both teams to score, the model sat at 54% and the match did not — a miss on BTTS. Historically the two sides average 47% Over 2.5 across their same-competition games (Bristol City 47%, Sheffield Utd 48%), a base rate that agreed with today's under. Their combined BTTS history runs at 48%, which matched the one-sided outcome.

Trading Patterns vs Reality

Bristol City's trading profile (88 games, 43 home) set some clear expectations: BTTS lands in 50% of their matches — today it did not.

Sheffield Utd's trading profile (88 games, 43 away) set some clear expectations: BTTS lands in 47% of their matches — today it did not; they keep a clean sheet 36% of the time, and conceded here.

Form vs Result

The form lines were close — Bristol City 1.39 PPG, Sheffield Utd 1.66 PPG — offering no strong steer, and the Bristol City win broke the near-deadlock. Bristol City (home/away splits) conceded 0 against a 1.09 average — tighter than their form line. Sheffield Utd (home/away splits) managed 0 against a 1.28 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). 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