Carlisle v Scunthorpe — prediction, stats and goal analysis

National League · Monday, 31 August 2026 · 15:00. Final score 4–2 (half-time 3–1). Our pre-match rating was 62% for over 2.5 goals.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals62%38%Over
Over 3.5 goals40%60%no pick
Both teams to score58%42%Yes

The result model puts Carlisle at 57%, the draw at 19% and Scunthorpe at 23%, from expected goals of 2.34 and 1.47.

Bookmaker prices and where we differ

MarketPriceImpliedOur ratingEdge
Over 2.5 goals1.6059%62%+3%
Under 2.5 goals2.3041%38%-3%
Both teams to score1.6756%58%+2%

Implied percentages have the bookmaker's margin removed, so they add to 100 and can be compared with our rating directly. Edge is simply the gap between the two. A positive edge means our model thinks the outcome is likelier than the price suggests — it is not a tip, and a high probability with a negative edge is a poor bet however safe it looks. Prices are a pre-match snapshot from a single bookmaker and move constantly.

Match odds: Carlisle 1.62, draw 4.00, Scunthorpe 4.50.

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 32 matches — enough that two or three unusual games cannot swing a rating — giving 59% 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 14 — the point at which our testing showed they stop adding accuracy. That moves the two figures to 59% and 59%.

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 59%.

Head to head. These sides have met 2 times in three years, producing over 2.5 goals in 50%. That nudges the number 10% 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 73%, from expected goals of 2.34 for Carlisle and 1.47 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
1 Jan 22Scunthorpe 0–1 CarlisleU2.5
18 Sept 21Carlisle 2–2 ScunthorpeO2.5

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.