Liverpool vs Nottingham Forest prediction: 5 of 5 AI models back Liverpool

Liverpool favoured but not by the margin the market implies

All five models land on a Liverpool home win, and four of five converge on a 2-1 scoreline — but this is not the comfortable Anfield banker that 1.55 suggests. The strongest thread running through every expert's analysis is that Liverpool's current defensive performance level is dramatically worse than their reputation. They have conceded in six consecutive matches across all competitions, shipping 12 goals in that run, and are winless in five league outings (W1 D3 L2 across their last six). Iraola's first league match — a 2-2 draw at Newcastle where Liverpool generated ~2.7 xG and 27 shots but still conceded twice — perfectly encapsulated the tension: elite chance creation paired with a transition-vulnerable, still-settling back line missing Gomez, Bradley, and Leoni, with debutant Jérémy Jacquet alongside Van Dijk.

The Forest scoring question is what splits the models

The central disagreement is whether Nottingham Forest can find a goal at Anfield.

I resolve this in favour of the majority, but with calibration. Forest scoring at Anfield is likely (perhaps 58-62%) rather than near-certain: Gibbs-White's knee problem is a genuine material doubt that blunts their transition game, and Liverpool's home defensive record (3 conceded in 4) is meaningfully better than their overall form. But the weight of evidence — six consecutive concessions, a makeshift back four, Iraola's deliberately open system, and Forest's proven Anfield template (they have won their last two visits 3-0 and 1-0) — tips the balance toward Forest nicking one. A set piece, a single transition moment, or a second-ball scramble against a defence still learning its shape is enough.