Sunderland vs Stoke City – Match Report

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Fixture360 only lists fixtures from a curated set of leagues, chosen specifically to keep our prediction model accurate.

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

📝 Match Report

How It Unfolded

Sunderland beat Stoke City 2-1 at Stadium of Light, Regular Season - 19, 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 Sunderland 1.31 xG and Stoke City 0.66 xG, a combined 1.97. The scoreboard read 2-1 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 Sunderland attack 1.08 / defence 0.79 against Stoke City attack 0.80 / defence 0.90, drawn from 64/64 games (CurrentSeason).

On the result, the model split it Sunderland 51% | Draw 32% | Stoke City 18%, with Sunderland to win its most likely call at 51%. That is exactly how it finished — the model's leading outcome was vindicated.

Goals & Markets

The model rated Over 2.5 goals at 32%. The game delivered 3, so it went over — the opposite of the projected direction. Over 1.5 had been 60% and landed. On both teams to score, the model sat at 37% and the match saw both sides score — a miss on BTTS. Historically the two sides average 42% Over 2.5 across their same-competition games (Sunderland 44%, Stoke City 41%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 42%, which did not match the both-scored outcome.

Trading Patterns vs Reality

Sunderland's trading profile (64 games, 31 home) set some clear expectations: BTTS lands in 42% of their matches — today it did; they keep a clean sheet 36% of the time, and conceded here.

Stoke City's trading profile (64 games, 31 away) set some clear expectations: BTTS lands in 42% of their matches — today it did.

Form vs Result

The form lines were close — Sunderland 1.39 PPG, Stoke City 1.20 PPG — offering no strong steer, and the Sunderland win broke the near-deadlock.

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