Liverpool vs Nottingham Forest: AI Prediction & Preview

We give Liverpool the better chance here at 53%, with the other results trailing behind. These are the odds we settle on after playing the fixture out many times over, so read them as how often each result tends to happen rather than a firm call on the day.

Expected goals is our read on the quality of chances each side should create, not just the final score. We make it 1.09 for Liverpool against 0.33 for Nottingham Forest, so we see Liverpool carrying the bigger threat across the ninety minutes. The wider that gap, the more comfortably we expect one side to shape the game.

Here is how both teams have fared across their last five matches: green marks a win, amber a draw and red a loss. We award three points for a win and one for a draw, and the tally on the right shows who arrives in sharper shape — on these runs Liverpool hold the edge.

We play the match out thousands of times using our expected goals and count how often each scoreline lands. The brighter a square, the more often we see that result — our single most likely outcome here is 1-0. It's worth remembering that no one scoreline is ever truly likely on its own, since football tends to spread itself across many possible endings.