Carlisle v Scunthorpe — prediction, stats and goal analysis

National League · Monday, 31 August 2026. Final score 4–2 (half-time 3–1). Rebuilt from the season as it stood that morning, our rating would have been 62% for over 2.5 goals. This match is older than our frozen ratings ledger, which keeps 30 days, so that figure is a reconstruction from pre-match data rather than a number we published at the time — a distinction worth making, because only the frozen ones prove what we actually said beforehand.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals62%38%Over
Over 3.5 goals39%61%no pick
Both teams to score61%39%Yes

The result model puts Carlisle at 56%, the draw at 21% and Scunthorpe at 24%, from expected goals of 2.26 and 1.43.

How we got this number

The league sets the starting point. National League has produced over 2.5 goals in 57% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Carlisle have 2 in 4 this season (2 of 2 at home), Scunthorpe 2 in 4 (1 of 2 away). Those records are pulled toward the league rate with the weight of about 24 matches — enough that two or three unusual games cannot swing a rating — giving 56% and 56%.

Last season still counts, briefly. With 4 and 4 games played this season, last season's rates are still blended in and fade out entirely by game 40 — the point at which our testing showed they stop adding accuracy. A single season is part luck, so each club's record is first pulled toward the league average by 34 games' weight. That moves the two figures to 58% and 58%.

The mix. Weighted 40% home side, 40% away side and 20% league — the split that beat every alternative across 30,582 matches of testing — that gives 58%.

Head to head. These sides have met 2 times in three years, producing over 2.5 goals in 50%. That nudges the number 5% of the way toward the head-to-head pattern — deliberately small, because fixtures change more than reputations do — landing on 58%.

Goal expectation. Separately a Poisson model built from attack and defence strength — using real expected-goals data where the league has it — puts this match at 71%, from expected goals of 2.26 for Carlisle and 1.43 for Scunthorpe. Folding in 30% of that view gives 62%.

This breakdown is generated from the same inputs the rating uses, so it cannot describe a calculation we did not perform. The full model is set out in the methodology.

Season form

TeamGamesO2.5O3.5BTTS
Carlisle450%50%100%
Scunthorpe450%50%75%

Head to head

10 Feb 26Carlisle 3–2 ScunthorpeO2.5
4 Oct 25Scunthorpe 0–1 CarlisleU2.5

More: Carlisle season stats · Scunthorpe season stats · National League table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.