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Shock result as Millwall defy the odds to beat Bristol City 0-1.
📝 Match Report
How It Unfolded
Millwall beat Bristol City 0-1 at Ashton Gate Stadium, Regular Season - 19, 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 Bristol City 1.88 xG and Millwall 1.07 xG, a combined 2.94. The scoreboard read 0-1 for 1 actual goal. Bristol City fell 1.9 short of their projected output. Those figures were built on strength ratings of Bristol City attack 1.10 / defence 0.92 against Millwall attack 0.93 / defence 1.27, drawn from 64/64 games (CurrentSeason).
On the result, the model split it Bristol City 56% | Draw 23% | Millwall 21%, with Bristol City to win its most likely call at 56%. Instead the game produced a Millwall win, an outcome the model had rated at just 21% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 56%. The game delivered 1, so it stayed under — a miss for the goals model. Over 1.5 had been 79% and missed. On both teams to score, the model sat at 56% and the match did not — a miss on BTTS. Historically the two sides average 41% Over 2.5 across their same-competition games (Bristol City 47%, Millwall 36%), 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 (64 games, 31 home) set some clear expectations: BTTS lands in 52% of their matches — today it did not; they fail to score in 28% of games, a blank that repeated today.
Millwall's trading profile (64 games, 31 away) set some clear expectations: BTTS lands in 44% of their matches — today it did not; they keep a clean sheet 34% of the time, and duly kept one.
Form vs Result
The form lines were close — Bristol City 1.45 PPG, Millwall 1.52 PPG — offering no strong steer, and the Millwall win broke the near-deadlock. Bristol City (home/away splits) managed 0 against a 1.45 scoring average — below par going forward. Millwall (home/away splits) conceded 0 against a 1.39 average — tighter than their form line.
Verdict
Grading the result against the stored data, 0 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss). A poor return for the projections: the match defied the majority of what the numbers expected.
💡 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.