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Prediction vindicated as West Ham edge out Southampton 0-1.

📝 Match Report

How It Unfolded

West Ham beat Southampton 0-1 at St. Mary's Stadium, Regular Season - 18, in the Premier League. 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 Southampton 1.19 xG and West Ham 2.08 xG, a combined 3.27. The scoreboard read 0-1 for 1 actual goal. Southampton fell 1.2 short of their projected output. West Ham landed 1.1 under their projected return. Those figures were built on strength ratings of Southampton attack 0.71 / defence 1.60 against West Ham attack 0.85 / defence 1.10, drawn from 17/55 games (CurrentSeason).

On the result, the model split it Southampton 19% | Draw 25% | West Ham 56%, with West Ham to win its most likely call at 56%. That is exactly how it finished — the model's leading outcome was vindicated.

Goals & Markets

The model rated Over 2.5 goals at 64%. The game delivered 1, so it stayed under — the opposite of the projected direction. Over 1.5 had been 86% and missed. Over 3.5 was 41% and did not. On both teams to score, the model sat at 63% and the match did not — a miss on BTTS. Historically the two sides average 61% Over 2.5 across their same-competition games (Southampton 56%, West Ham 66%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 63%, which did not match the one-sided outcome.

Trading Patterns vs Reality

Southampton's trading profile (55 games, 26 home) set some clear expectations: BTTS lands in 56% of their matches — today it did not.

West Ham's trading profile (55 games, 26 away) set some clear expectations: BTTS lands in 69% of their matches — today it did not.

Form vs Result

The form lines were close — Southampton 1.51 PPG, West Ham 1.31 PPG — offering no strong steer, and the West Ham win broke the near-deadlock. Southampton (home/away splits) managed 0 against a 2.04 scoring average — below par going forward. West Ham (home/away splits) conceded 0 against a 2.23 average — tighter than their form line.

Verdict

Grading the result against the stored data, 1 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), 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