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Prediction vindicated as Stoke City edge out Southampton 1-2.

📝 Match Report

How It Unfolded

Stoke City beat Southampton 1-2 at St. Mary's Stadium, Regular Season - 3, 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 Southampton 1.16 xG and Stoke City 1.46 xG, a combined 2.62. The scoreboard read 1-2 for 3 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 Southampton attack 0.96 / defence 1.13 against Stoke City attack 1.08 / defence 0.98, drawn from 2/48 games (CurrentSeason).

On the result, the model split it Southampton 30% | Draw 26% | Stoke City 44%, with Stoke City to win its most likely call at 44%. That is exactly how it finished — the model's leading outcome was vindicated.

Goals & Markets

The model rated Over 2.5 goals at 49%. The game delivered 3, so it went over — the opposite of the projected direction. Over 1.5 had been 74% and landed. On both teams to score, the model sat at 53% and the match saw both sides score — another call in the model's favour. Historically the two sides average 49% Over 2.5 across their same-competition games (Southampton 60%, Stoke City 38%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 52%, which matched the both-scored outcome.

Trading Patterns vs Reality

Southampton's trading profile (40 games, 20 home) set some clear expectations: BTTS lands in 58% of their matches — today it did.

Stoke City's trading profile (40 games, 20 away) set some clear expectations: BTTS lands in 48% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.

Form vs Result

On form, Stoke City arrived the stronger side — 1.20 PPG against 0.40. That form edge translated into the three points. Stoke City (home/away splits) scored 2 against a 0.90 average — above their attacking norm.

Verdict

Grading the result against the stored data, 3 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (hit), form (hit). The model got the gist right while missing on the margins.

💡 Key Insights