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FOOTBALLPremier Leaguematch-preview08/09/20262 min readMatchSense Model

Sunderland vs Arsenal Prediction — Model Probabilities for 12 September 2026

MatchSense model probabilities for Sunderland vs Arsenal on 12 September 2026. With recent form and previous meetings for context.

Key takeaways

  • The model's highest probability outcome is Arsenal at 62.0%.
  • Arsenal: 62.0%.
  • Draw: 22.3%.
  • Sunderland: 15.8%.
  • 1 further market for this fixture is priced on the analysis page.
  • Sunderland are 12th in the table, Arsenal 2nd.
  • Probabilities are refreshed once confirmed lineups are published.

Sunderland welcome Arsenal on 12 September 2026, 19:00 UTC in Premier League. Below are the MatchSense model's probabilities for this fixture, alongside the form and head-to-head context behind them.

Sunderland come into this 12th in the Premier League table with 4 points; Arsenal are 2nd on 9 points — 10 places apart in a 20-team competition.

What the model makes of it

OutcomeModel probability
Arsenal62.0%
Draw22.3%
Sunderland15.8%

Read a probability as a long-run frequency: a 55% call means fixtures that look like this one finish that way roughly 55 times in 100.

Recent form

Across their last 10, Sunderland show 4 wins, 3 draws and 3 defeats, keeping 3 clean sheets. Arsenal arrive on a run of 4 straight wins, conceding just 0.3 a game.

Previous meetings

The two have met just twice in our records. The most recent meeting came on 7 February 2026: Arsenal 3-0 Sunderland, Arsenal 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.

How are these numbers produced?

It starts from a Dixon-Coles style goal model, adds Elo ratings, recent results, home advantage and squad availability. An early version publishes days before kickoff and is revised once confirmed lineups land.

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, Sunderland or Arsenal?

The MatchSense model gives Arsenal the highest probability at 62.0%. That makes it the model's firm call, with the balance spread across the rest.

When do Sunderland and Arsenal play?

Kick-off is scheduled for 12 September 2026, 19:00 UTC in Premier League.

Which markets are analysed for Sunderland vs Arsenal?

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 Sunderland played Arsenal?

They last met on 7 February 2026, Arsenal 3-0 Sunderland. Across both meetings, Sunderland have won 0, Arsenal 1, with 1 drawn.

How is the model's accuracy measured?

The model is scored against past results, so a 60% probability has historically landed near 60% of the time. A single match remains uncertain.

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