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Prediction vindicated as Millwall edge out Swansea 1-0.
📝 Match Report
How It Unfolded
Millwall beat Swansea 1-0 at The Den, Regular Season - 45, 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 Millwall 1.25 xG and Swansea 0.87 xG, a combined 2.12. The scoreboard read 1-0 for 1 actual goal. Swansea landed 0.9 under their projected return. Those figures were built on strength ratings of Millwall attack 0.91 / defence 0.91 against Swansea attack 0.94 / defence 1.04, drawn from 90/90 games (CurrentSeason).
On the result, the model split it Millwall 45% | Draw 29% | Swansea 26%, with Millwall to win its most likely call at 45%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 36%. The game delivered 1, so it stayed under — the model's lean was correct. Over 1.5 had been 63% and missed. On both teams to score, the model sat at 42% and the match did not — another call in the model's favour. Historically the two sides average 42% Over 2.5 across their same-competition games (Millwall 33%, Swansea 51%), a base rate that agreed with today's under. Their combined BTTS history runs at 46%, which matched the one-sided outcome.
Trading Patterns vs Reality
Millwall's trading profile (90 games, 45 home) set some clear expectations: BTTS lands in 41% of their matches — today it did not; they keep a clean sheet 34% of the time, and duly kept one.
Swansea's trading profile (90 games, 45 away) set some clear expectations: BTTS lands in 50% of their matches — today it did not; they fail to score in 28% of games, a blank that repeated today.
Form vs Result
The form lines were close — Millwall 1.36 PPG, Swansea 1.30 PPG — offering no strong steer, and the Millwall win broke the near-deadlock. Millwall (home/away splits) conceded 0 against a 1.07 average — tighter than their form line. Swansea (home/away splits) managed 0 against a 1.13 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). The data earned its keep here, calling the bulk of the fixture correctly.
💡 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.