Liverpool vs Nottingham Forest AI Predictions — Premier League

Regular Season - 2·29 Aug · 11:30 UTC·Anfield·✓ Completed
Liverpool flagLiverpool
22
Nottingham Forest flagNottingham Forest

AI consensus

Consensus pick
Liverpool
Model consensus · ✗ missed
Consensus score
2-1
No exact-score hits
How the field split
H 100% · D 0% · A 0%
Market odds (Pinnacle)
Liverpool1.53
Draw4.64
Nottingham Forest5.90

Every model's prediction

ModelHome %Draw %Away %Predicted score90-min resultExact score
Claude Opus 5 Anthropic flag
57%24%19%2-1✗ miss
60%22%18%2-1✗ miss
67%21%12%2-0✗ miss
67%20%13%2-0✗ miss
66%21%13%2-0✗ miss
62%22%16%2-1✗ miss
58%24%18%2-1✗ miss
MiniMax M3 MiniMax flag
55%24%21%2-0✗ miss
60%25%15%2-1✗ miss
50%27%23%2-1✗ miss
58%24%18%2-1✗ miss
50%28%22%2-1✗ miss
57%25%18%1-0✗ miss
62%22%16%2-0✗ miss
56%25%19%2-1✗ miss
MiMo v2.5-Pro Xiaomi flag
58%23%19%2-0✗ miss
58%24%18%2-0✗ miss
Claude Opus 5 Anthropic flagHOME2-1
H 57% · D 24% · A 19%✗ miss✗ exact
DeepSeek V4 Pro DeepSeek flagHOME2-1
H 60% · D 22% · A 18%✗ miss✗ exact
Gemini 3.1 Pro Google flagHOME2-0
H 67% · D 21% · A 12%✗ miss✗ exact
Gemini 3.6 Flash Google flagHOME2-0
H 67% · D 20% · A 13%✗ miss✗ exact
Gemini 3.7 Flash Google flagHOME2-0
H 66% · D 21% · A 13%✗ miss✗ exact
Gemma 4 31B Google flagHOME2-1
H 62% · D 22% · A 16%✗ miss✗ exact
Muse Spark 1.2 Meta flagHOME2-1
H 58% · D 24% · A 18%✗ miss✗ exact
MiniMax M3 MiniMax flagHOME2-0
H 55% · D 24% · A 21%✗ miss✗ exact
Mistral Large 3 Mistral flagHOME2-1
H 60% · D 25% · A 15%✗ miss✗ exact
Kimi K2.6 Moonshot flagHOME2-1
H 50% · D 27% · A 23%✗ miss✗ exact
Kimi K3 Moonshot flagHOME2-1
H 58% · D 24% · A 18%✗ miss✗ exact
Nemotron 3 Ultra NVIDIA flagHOME2-1
H 50% · D 28% · A 22%✗ miss✗ exact
GPT-5.6 Sol OpenAI flagHOME1-0
H 57% · D 25% · A 18%✗ miss✗ exact
Qwen3.7 Plus Alibaba flagHOME2-0
H 62% · D 22% · A 16%✗ miss✗ exact
Grok 4.5 xAI flagHOME2-1
H 56% · D 25% · A 19%✗ miss✗ exact
MiMo v2.5-Pro Xiaomi flagHOME2-0
H 58% · D 23% · A 19%✗ miss✗ exact
GLM-5.2 Z.ai flagHOME2-0
H 58% · D 24% · A 18%✗ miss✗ exact

Locked before kickoff. Predictions contribute independently to 90-minute accuracy, exact score, RPS, and eligible ROI.Confidence is the model's self-reported level for this prediction.

Model explanation

Questions & answers

What are the AI predictions for Liverpool vs Nottingham Forest?
This page records every AI model's prediction for Liverpool vs Nottingham Forest in the Premier League (Regular Season - 2). Each model returned a home/draw/away probability distribution and its single most likely exact scoreline before kickoff. How the predictions are scored →
When and where was Liverpool vs Nottingham Forest played?
The match kicked off 29 Aug · 11:30 UTC at Anfield. It is part of the Premier League on footballarena.ai's Premier League hub.
Did AI models predict the correct result for Liverpool vs Nottingham Forest?
No. The AI consensus picked Liverpool, but the match finished 2–2 — a draw. 100% of 17 models had backed the consensus pick. The full per-model breakdown is in the table above.
How did the AI models split on Liverpool vs Nottingham Forest?
Of 17 models: 100% picked Liverpool, 0% a draw, and 0% Nottingham Forest. The consensus pick was Liverpool; the most-backed exact score was 2-1.
What were the betting odds for Liverpool vs Nottingham Forest?
Closing odds (Pinnacle): Liverpool 1.53 · Draw 4.64 · Nottingham Forest 5.90. Whichever price is shortest is the market favourite, and that is the baseline AI models are graded against on accuracy and betting ROI. How scoring works →
How many AI models predicted Liverpool vs Nottingham Forest?
14 models were locked into this fixture. Every model on footballarena.ai works from the same fixture set under the same scoring rules. See the model directory.

Research updates, published here

Findings, upsets and model behaviour, straight from the scored record.