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West Ham and Southampton share the spoils in a 1-1 draw.
📝 Match Report
How It Unfolded
West Ham and Southampton finished level at 1-1 at London Stadium, Regular Season - 33, in the Premier League. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting West Ham 1.79 xG and Southampton 1.11 xG, a combined 2.90. The scoreboard read 1-1 for 2 actual goals. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of West Ham attack 0.88 / defence 1.09 against Southampton attack 0.71 / defence 1.39, drawn from 70/32 games (CurrentSeason).
On the result, the model split it West Ham 53% | Draw 23% | Southampton 23%, with West Ham to win its most likely call at 53%. Instead the game produced a draw, an outcome the model had rated at just 23% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 55%. The game delivered 2, so it stayed under — against the model's lean. Over 1.5 had been 79% and landed. On both teams to score, the model sat at 56% and the match saw both sides score — another call in the model's favour. Historically the two sides average 61% Over 2.5 across their same-competition games (West Ham 60%, Southampton 63%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 61%, which matched the both-scored outcome.
Trading Patterns vs Reality
West Ham's trading profile (70 games, 35 home) set some clear expectations: BTTS lands in 64% of their matches — today it did.
Southampton's trading profile (70 games, 35 away) set some clear expectations: BTTS lands in 59% of their matches — today it did.
Form vs Result
The form lines were close — West Ham 1.24 PPG, Southampton 1.24 PPG — offering no strong steer, and the draw fit that even billing.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit). This one broke away from the data — most of the pre-match signals were overturned by how the ninety minutes actually played out.
💡 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.