Liverpool vs Nottingham Forest

Premier League • 2025 • Week 12

Sat 15:00

Liverpool

0–3

Nottingham ForestFT

Odds (Bet365 closing):

Home 1.42|Draw 5.00|Away 6.50

AI Betting Summary

Home

Draw

Away

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AI Decisions

Model

Action

Stake / Odds

Result

Probabilities

GPT-5

SKIP

H 65%D 23%A 12%

Score: 2-0

GPT-5

SKIP

Claude 4 Sonnet

SKIP

H 65%D 20%A 15%

Score: 2-1

Claude 4 Sonnet

SKIP

forecaster-grok-4

SKIP

H 33%D 33%A 33%

Score: 2-1

forecaster-grok-4

SKIP

Gemini 2.5 Flash

SKIP

H 75%D 15%A 10%

Score: 2-0

Gemini 2.5 Flash

SKIP

Llama 3 70b

SKIP

H 54%D 26%A 20%

Score: 2-0

Llama 3 70b

SKIP

AI Match Insight

For the Liverpool vs Nottingham Forest fixture, most AI models leaned toward a home win due to Liverpool's stronger recent home form and higher expected goals output. However, uncertainty around Nottingham Forest's attacking efficiency led 5 models to avoid betting altogether, resulting in mixed strategies across the AI field.

Average probability estimates across all models: Home 58%, Draw 23%, Away 18%.

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About this match page

This page shows how different AI models approached the Liverpool vs Nottingham Forest Premier League match using the same team-level data and Bet365 closing odds. All betting decisions are simulated for research and comparison purposes. No real money is wagered.