Newcastle vs Aston Villa Prediction — Model Probabilities for 17 October 2026
MatchSense model probabilities for Newcastle vs Aston Villa on 17 October 2026. With recent form and previous meetings for context.
Key takeaways
- The model's highest probability outcome is Newcastle at 36.5%.
- Newcastle: 36.5%.
- Aston Villa: 34.4%.
- Draw: 29.0%.
- 1 further market for this fixture is priced on the analysis page.
- Newcastle are 11th in the table, Aston Villa 16th.
- The estimate is revised when confirmed team sheets arrive.
Newcastle host Aston Villa on 17 October 2026, 16:30 UTC in Premier League. This page carries the MatchSense model's probabilities for the fixture — not a tip, but an estimate of how likely each outcome is.
In the Premier League table, Newcastle are 11th and Aston Villa 16th, 3 points between them.
The model's read
| Outcome | Model probability |
|---|---|
| Newcastle | 36.5% |
| Aston Villa | 34.4% |
| Draw | 29.0% |
A probability is a rate over many similar matches: 55% means about 55 in 100, and says nothing certain about this one.
Recent form
Newcastle have won 4, drawn 3 and lost 3 of their last 10, averaging 1.7 scored and 1.8 conceded. Aston Villa bring a record of 5-2-3 from their last 10, scoring 2.0 a game.
When these two have met
5 previous meetings split 2-1-2 in Newcastle's favour on the head-to-head. Their previous meeting was on 14 February 2026: Aston Villa 1-3 Newcastle, Newcastle 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.
Behind the estimate
It starts from a Dixon-Coles style goal model, adds Elo ratings, recent results, home advantage and squad availability. A first estimate goes out well before kickoff; a second follows when the team sheets are confirmed.
The full method is in How the MatchSense Prediction Model Works and How to Read Football Prediction Probabilities.
Go deeper
- Full Newcastle vs Aston Villa analysis — lineups, statistics, head-to-head and every market the model prices.
- Premier League table and fixtures
- Newcastle — Profile, squad and fixtures
- Aston Villa — Profile, squad and fixtures
This page is analytical and educational. Probabilities are not guarantees of any result.
Frequently asked questions
Who is more likely to win, Newcastle or Aston Villa?
The MatchSense model gives Newcastle the highest probability at 36.5%. Even as the leading call it holds under half the probability, which makes this an open fixture.
When do Newcastle and Aston Villa play?
Kick-off is scheduled for 17 October 2026, 16:30 UTC in Premier League.
Which markets are analysed for Newcastle vs Aston Villa?
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 Newcastle played Aston Villa?
They last met on 14 February 2026, Aston Villa 1-3 Newcastle. Across 5 meetings, Newcastle have won 2, Aston Villa 2, with 1 drawn.
How accurate are these probabilities?
Accuracy is measured with Brier score and log loss over thousands of completed fixtures, which is what makes a 60% call mean roughly 60 in 100 — not a certainty about this one.
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