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Championship10/31/2026, 12:30 PM

Lincoln City – Birmingham City1 : 3

Why the model thinks so

Lincoln City
1.25
Total xG
2.74
Birmingham City
1.49
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.

FactorLincoln CityBirmingham City
Attack strength (1.46x league average)+0.81
Small sample (6 matches), regression to mean−0.42
High-scoring league (2.9 goals/match)+0.37+0.37
3 of last 5 matches with 2+ goals (2 goals/match)+0.18
Rising form (2 vs 1.4 season average)+0.18
Defensive weakness (1.8 conceded vs 1.6 league avg)+0.16
3 clean sheets in last 5 matches−0.15
Standings disadvantage (pos 15 vs 7, 8 places gap)−0.11
3 of last 5 matches with 0-1 goals (1.4 goals/match)+0.07
Small sample (6 matches), regression to mean−0.07
Standings advantage (pos 7 vs 15, 8 places gap)+0.06
Freddie Draper on the bench (2 goals, 0 assists)
Carlos Vicente on the bench (2 goals, 0 assists)
Strong home record (1.9 vs 1.2 goals/match)

Key factors

  • Table: Birmingham City is 7th in the Championship with 20 points, Lincoln City is 15th with 15 points
  • Form: Birmingham City won 3 of their last 5 matches, Lincoln City won 1 of their last 5 matches
  • Defense: Lincoln City concedes 2.17 goals per match at home in the league, Birmingham City 0.83 goals per match away

Risks

  • Away: Birmingham City scores 1 goal per match away in the league this season, 2.33 goals per match at home
  • Defense: Birmingham City conceded 1.50 xG per match in 5 matches with xG data, but conceded 0.6 goals per match

All probabilities

Result
Lincoln City30%
Draw29%
Birmingham City41%
Double chance
Lincoln City or draw59%
Birmingham City or draw70%
No draw71%
Goals
Over 1.577%
Under 1.523%
Over 2.552%
Under 2.548%
Over 3.529%
Under 3.571%
Both teams score
Yes57%
No43%

xG score

1:1
From xG 1.25 : 1.48, rounded up only from .914% probability

Other likely scores

1:2
9%
2:1
8%
0:2
7%
2:2
6%
1:3
Final score

The Lab

Patterns our system found in the data.

  1. Demarai Gray: 3 of 3 goals after minute 60 (last 12 games)
  2. Birmingham City: 35% of all goals between minutes 31-45 (7 of 20)

Lineups

Lincoln City 4-2-3-1 · Birmingham City 4-2-3-1

Lincoln City
  • 1 G. Wickens
  • 4 A. Coubis
  • 25 D. Elerewe
  • 15 S. Bradley
  • 3 A. Reach
  • 26 Y. Konak
  • 24 I. Varfolomeev
  • 7 R. Hackett-Fairchild
  • 18 B. House
  • 16 D. Jeffries
  • 11 M. Riis Ladefoged
Birmingham City
  • 1 J. Beadle
  • 2 E. Laird
  • 5 P. Neumann
  • 4 C. Klarer
  • 20 A. Cochrane
  • 24 T. Iwata
  • 14 J. Solis Romero
  • 16 P. Roberts
  • 28 J. Stansfield
  • 17 L. Millar
  • 9 A. Priske
Substitutes
  • 6 R. Towler
  • 17 R. Street
  • 8 T. Bayliss
  • 34 F. Draper
  • 14 C. McGrandles
  • 19 I. Olaofe
  • 27 C. Ogbene
  • 46 J. Gauci
  • 20 C. Elder
  • 33 D. Oyegoke
  • 7 C. Vicente Robles
  • 19 T. Gardner-Hickman
  • 21 R. Allsop
  • 26 B. Osayi-Samuel
  • 33 M. Ducksch
  • 3 L. Buchanan
  • 10 D. Gray
  • 18 M. Bird
  • 32 L. Vásquez

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