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Championship10/17/2026, 02:00 PM

Derby County – Stoke City0 : 1

Why the model thinks so

Derby County
1.23
Total xG
2.44
Stoke City
1.22
Expected goals from our model, before kickoff

How the model gets there: each factor adds goals to or takes goals from one team's expected goals.

FactorDerby CountyStoke City
High-scoring league (2.9 goals/match)+0.44+0.44
Standings disadvantage (pos 23 vs 9, 14 places gap)−0.20
Attack weakness (0.75x league average)+0.20
Defensive weakness (1.4 conceded vs 1.6 league avg)−0.19
Small sample (5 matches) - regression to mean−0.17
5 of last 5 matches with 0-1 goals (0.8 goals/match)−0.17
Declining form (0.8 vs 1.4 season average)−0.17
4 of last 5 matches with 2+ goals (1.8 goals/match)+0.15
Rising form (1.8 vs 1.3 season average)+0.15
Standings advantage (pos 9 vs 23, 14 places gap)+0.08
Small sample (5 matches) - regression to mean−0.07
Defensive weakness (1.4 conceded vs 1.3 league avg)+0.04
Attack weakness (0.74x league average)−0.02
Weak away record (1 vs 1.3 goals/match)
Full strength squad available

Key factors

  • Shots: Derby County averaged 4.6 shots on target per game in the last 5 matches, Stoke City 4.0 per game
  • Head-to-head: In 4 meetings, Derby County recorded 1 win, Stoke City 2 wins and 1 draw

Risks

  • Table: Stoke City sit 9th with 16 points from 10 games, Derby County 23rd with 6 points
  • Form: Stoke City recorded 3 wins and 1 draw in their last 5 games, Derby County remained winless with 2 draws

All probabilities

Result
Derby County35%
Draw31%
Stoke City34%
Double chance
Derby County or draw66%
Stoke City or draw65%
No draw69%
Goals
Over 1.572%
Under 1.528%
Over 2.544%
Under 2.556%
Over 3.523%
Under 3.577%
Both teams score
Yes51%
No49%

Most likely scores

1:1
15%
0:0
10%
1:0
9%
0:1
9%
2:1
8%

The Lab

Patterns our system found in the data.

  1. Derby County: dropped a lead in 4 of 6 games (11 points lost)
  2. Stoke City: 4 consecutive games with 3+ goals (last 12 games)
  3. Stoke City with Ethan Galbraith starting: 1.7 goals/game, without him: 1 (10/20 games, last 30)
  4. Stoke City: 8 of 21 goals conceded from minute 76 onwards (last 12 games)
  5. Derby County: 4 of 13 goals scored by substitutes (last 12 games)
  6. Stoke City: 61% of all goals in the first half (11 of 18, last 12 games)

Lineups

Derby County 4-2-3-1 · Stoke City 3-4-3

Derby County
  • 31 J. Vickers
  • 23 J. Ward
  • 24 R. Nyambe
  • 28 D. Sanderson
  • 26 R. Hedges
  • 4 D. Ozoh
  • 27 L. Travis
  • 16 M. Fuseini
  • 8 B. Clark
  • 11 S. Szmodics
  • 9 C. Morris
Stoke City
  • 1 V. Johansson
  • 18 M. Bosun Lawal
  • 16 B. Wilmot
  • 5 L. Graham
  • 2 B. Johnson
  • 27 D. Soumaré
  • 8 E. William Galbraith
  • 17 E. Bocat
  • 7 J. McGlynn
  • 11 L. Cisse
  • 13 J. Devenny
Substitutes
  • 20 A. Mowatt
  • 10 R. Brewster
  • 12 R. O'Donnell
  • 15 L. Salvesen
  • 29 O. Fraulo
  • 33 C. Taylor
  • 42 R. Offor
  • 19 H. Meister
  • 43 I. Gordon
  • 13 F. Bilbija
  • 24 J. Griffiths
  • 15 G. Hirst
  • 42 M. Manhoef
  • 10 J. Bae
  • 9 R. Boženík
  • 22 J. Tchamadeu
  • 40 M. Talovierov
  • 4 B. Pearson
  • 21 L. Bombino

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