Newcastle vs Aston Villa prediction & correct score

Dixon–Coles modelFrozen model version: dixon-coles-1.0

Pre-match analysis · 16:30 UTC scheduled kick-off

Published 16 Oct 2026, 17:37 UTC · Original forecast retained · Dixon–Coles model

THE MAIN MODEL SELECTIONHome or draw 71% estimate

These are uncalibrated model probabilities, not a historical win rate.

Match preview & statistical analysis

The Premier League meeting between Newcastle and Aston Villa is assessed with a league-specific Dixon-Coles model trained on completed matches.

The fitted attack and defence strengths produce expected-goal rates of 1.65 for Newcastle and 1.27 for Aston Villa. Recent matches carry more weight, while ridge regularisation reduces extreme ratings from limited evidence.

The highest-probability exact score is 1–1 at 11.4%. Over 2.5 goals is estimated at 55.9% and both teams to score at 58.2%. Each market is calculated from the same corrected score matrix.

The Dixon-Coles low-score adjustment changes the probabilities of 0–0, 0–1, 1–0 and 1–1. This is useful for football, where those outcomes are not fully described by two independent scoring processes.

This automated estimate does not guarantee a result and may not include confirmed line-ups, injuries, weather or tactical changes. The original model version and training cutoff are retained with the published forecast.

Home and away scoring records

Venue recordNewcastle · homeAston Villa · away

Matches played1919

Goals scored4024

Goals conceded2031

Explore the related markets

Correct score predictions ↗BTTS predictions ↗Over 2.5 goals ↗Double chance ↗

Result & settlement

Normal-time result: 0–1. Original main selection: Home or draw. Outcome: LOST.

A LITTLE MORE CLARITY

Good questions.
Clear answers.

Understand the predictions before you explore the picks.

Our full methodology ↗

What is a correct score prediction?

It estimates the exact score after normal time, such as 1–0 or 2–1. Our page shows three possible scorelines and their separate model estimates. The top scoreline can still have a relatively low probability.

Are predicted goals the same as a predicted score?

No. Expected goals in this model are numerical goal-rate estimates. The exact-score probabilities are calculated from the full goal distribution rather than rounding those rates.

Are Betsfiled football predictions free?

Yes. Published match previews, market selections and results are free to read. No registration or paid prediction subscription is required.

How are the predictions calculated?

Where enough mapped history exists, a Dixon-Coles model learns separate attack and defence strengths with extra weight on recent matches. Otherwise a clearly labelled Poisson fallback uses current home and away records.

Do predictions guarantee a winning bet?

No. A forecast describes possible outcomes, not certainty. A model probability is not a verified win rate, and losing selections remain visible in the results archive.

When are match predictions updated?

Eligible forecasts are generated before kick-off when enough data is available, and the original published selection is retained. The separate SportScore live panels refresh approximately once per minute and never rewrite the forecast.

Where do the football statistics come from?

Current fixtures and tables can come from football-data.org, free API-Football seasons from 2022–2024 can supply model history, and visible live-score panels use SportScore. Betsfiled generates the model output and commentary.

Which timezone do the fixtures use?

Fixture dates and page filters use UTC for a consistent archive. You can choose local kick-off times using the timezone selector; the selected page date remains labelled in UTC.

Where can I check previous predictions?

The Results page lists the original prediction, final 90-minute score and outcome. Extra time and penalty shootouts are excluded from normal-time market settlement.