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FOOTBALLPremier Leaguematch-preview13/10/20262 min readMatchSense Model

Everton vs Chelsea Prediction — Model Probabilities for 17 October 2026

MatchSense model probabilities for Everton vs Chelsea on 17 October 2026. Numbers refresh as lineups and market prices move.

Key takeaways

  • The model's highest probability outcome is Chelsea at 38.4%.
  • Chelsea: 38.4%.
  • Everton: 31.8%.
  • Draw: 29.8%.
  • 1 further market for this fixture is priced on the analysis page.
  • Everton are 5th in the table, Chelsea 6th.
  • These numbers move again once the lineups are confirmed.

Everton welcome Chelsea on 17 October 2026, 11:30 UTC in Premier League. Below are the MatchSense model's probabilities for this fixture, alongside the form and head-to-head context behind them.

Everton sit 5th in the Premier League table on 10 points from 6 games, with Chelsea 6th on 10 points, a single place apart.

What the model makes of it

OutcomeModel probability
Chelsea38.4%
Everton31.8%
Draw29.8%

A probability is a rate over many similar matches: 55% means about 55 in 100, and says nothing certain about this one.

How both sides arrive

Everton are unbeaten in 6, keeping 3 clean sheets. Chelsea bring a record of 4-2-4 from their last 10, averaging 1.9 scored and 1.8 conceded.

Previous meetings

It is Chelsea who lead this one 3-1-1. The most recent meeting came on 21 March 2026: Everton 3-0 Chelsea, Everton taking it.

Beyond the match result, the model also prices one further market for this fixture — with a modelled price, the difference against the market, and a confidence band. That sits on the match analysis page.

Where the numbers come from

It starts from a Dixon-Coles style goal model, adds Elo ratings, recent results, home advantage and squad availability. The numbers are revised when confirmed lineups arrive, because one missing starter can move them several points.

The full method is in How the MatchSense Prediction Model Works and How to Read Football Prediction Probabilities.

Go deeper


This page is analytical and educational. Probabilities are not guarantees of any result.

Frequently asked questions

Who is more likely to win, Everton or Chelsea?

The MatchSense model gives Chelsea the highest probability at 38.4%. Even as the leading call it holds under half the probability, which makes this an open fixture.

When do Everton and Chelsea play?

Kick-off is scheduled for 17 October 2026, 11:30 UTC in Premier League.

Which markets are analysed for Everton vs Chelsea?

Alongside the match result shown on this page, the model prices 1 further markets — total goals, both sides scoring and goal-margin lines among them — each with a modelled price, the difference against the market and a confidence band, on the match analysis page.

What happened the last time Everton played Chelsea?

They last met on 21 March 2026, Everton 3-0 Chelsea. Across 5 meetings, Everton have won 1, Chelsea 3, with 1 drawn.

How reliable is this estimate?

They are calibrated against historical fixtures: across a set of 60% calls, close to 60% should actually happen. No model can make a single match certain.

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