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Premier League08/29/2026, 11:30 AM

Liverpool – Nottingham Forest2 : 2

Why the model thinks so

Liverpool
1.91
Total xG
2.76
Nottingham Forest
0.86
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.

FactorLiverpoolNottingham Forest
High-scoring league (3.2 goals/match)+0.68+0.68
Standings disadvantage (pos 16 vs 5, 11 places gap)−0.24
4 of last 5 matches with 0-1 goals (0.8 goals/match)−0.19
Declining form (0.8 vs 1.4 season average)−0.19
Standings advantage (pos 5 vs 16, 11 places gap)+0.10
3 of last 5 matches with 2+ goals (1.6 goals/match)−0.08
Ryan Gravenberch on the bench (5 goals, 3 assists)
Rio Ngumoha on the bench (2 goals, 1 assists)
Curtis Jones not in squad (1 goals, 2 assists)
Elliot Anderson not in squad (4 goals, 4 assists)
Omari Hutchinson  not in squad (1 goals, 5 assists)
Chris Wood  not in squad (3 goals, 0 assists)
NicolĂĄs DomĂ­nguez on the bench (1 goals, 1 assists)
Weak away record (1 vs 1.4 goals/match)

Key factors

  • The mathematical model predicts a home win for Liverpool with a probability of 61%
  • Liverpool dominated possession recently with an average of 57.4% and managed 5.6 shots on target per match
  • Cody Gakpo is in rising form with 4 goals scored in his last 5 appearances

Risks

  • Nottingham Forest only have 88% of their usual starting lineup strength available due to missing players like Elliot Anderson, Omari Hutchinson, Chris Wood and NicolĂĄs DomĂ­nguez
  • Liverpool's recent defensive form shows 2.2 goals conceded per game compared to their season average of 1.40
  • Both teams are struggling to find wins, showing recent forms of LDLDD and LDLDL

All probabilities

Result
Liverpool61%
Draw24%
Nottingham Forest15%
Goals
Over 1.578%
Under 1.522%
Over 2.552%
Under 2.548%
Over 3.530%
Under 3.570%
Double chance
Liverpool or draw85%
Nottingham Forest or draw39%
No draw76%
Both teams score
Yes50%
No50%

Most likely scores

1:1
12%
2:0
11%
2:1
10%
3:0
7%
3:1
6%
2:2
Final score

The Lab

Patterns our system found in the data.

  1. Nottingham Forest: 5 of 14 goals conceded from minute 76 onwards (last 12 games)

Lineups

Liverpool 4-2-3-1 · Nottingham Forest 3-4-2-1

Liverpool
  • 1 A. Becker
  • 30 J. Frimpong
  • 5 J. Jacquet
  • 4 V. van Dijk
  • 6 Milos Kerkez
  • 10 A. Mac Allister
  • 8 D. Szoboszlai
  • 18 C. Gakpo
  • 7 F. Wirtz
  • 23 V. Muñoz Villanueva
  • 9 A. Isak
Nottingham Forest
  • 26 M. Sels
  • 23 J. da Cunha Filho
  • 31 N. Milenković
  • 5 M. Santiago Costa dos Santos
  • 34 T. Olaoluwa Aina
  • 21 X. Schlager
  • 24 J. Mcatee
  • 3 N. Williams
  • 10 M. Gibbs-White
  • 14 D. Ndoye
  • 11 I. da Cruz
Substitutes
  • 33 R. AraĂșjo da Silva
  • 67 L. Koumas
  • 42 T. Nyoni
  • 25 G. Mamardashvili
  • 3 W. Endo
  • 73 R. Ngumoha
  • 38 R. Gravenberch
  • 53 J. McConnell
  • 21 K. Tsimikas
  • 25 L. Netz
  • 44 Z. Abbott
  • 12 J. Furtado
  • 8 N. DomĂ­nguez
  • 7 C. Hudson-Odoi
  • 22 R. Yates
  • 9 C. Wood
  • 19 L. Delap
  • 2 O. Diomande

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