Dumbarton v Stirling Albion — prediction, stats and goal analysis

League Two · Saturday, 17 October 2026 · 15:00. Final score 1–1 (half-time 0–0). Before kick-off we rated it 61% over 2.5 goals — the match finished with 2, so that call missed. That rating was frozen into a version-controlled ledger before the game and has not been touched since.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals61%39%Over
Over 3.5 goals37%63%no pick
Both teams to score61%39%Yes

The result model puts Dumbarton at 60%, the draw at 20% and Stirling Albion at 20%, from expected goals of 2.24 and 1.24.

Bookmaker prices and where we differ

MarketPriceImpliedOur ratingEdge
Over 2.5 goals1.5361%61%+0%
Under 2.5 goals2.3839%39%0%
Both teams to score1.5063%61%-1%

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: Dumbarton 2.30, draw 3.60, Stirling Albion 2.50.

How we got this number

The league sets the starting point. League Two 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. Dumbarton have 7 in 10 this season (4 of 5 at home), Stirling Albion 6 in 10 (4 of 5 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 61% and 58%.

Last season still counts, briefly. With 10 and 10 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 59% 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 7 times in three years, producing over 2.5 goals in 57%. 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 68%, from expected goals of 2.24 for Dumbarton and 1.24 for Stirling Albion. Folding in 30% of that view gives 61%.

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
Dumbarton1070%20%50%
Stirling Albion1060%40%50%

Head to head

1 Aug 26Stirling Albion 2–0 DumbartonU2.5
11 Apr 26Dumbarton 2–1 Stirling AlbionO2.5
28 Feb 26Stirling Albion 1–1 DumbartonU2.5
27 Dec 25Dumbarton 1–2 Stirling AlbionO2.5
4 Oct 25Stirling Albion 2–2 DumbartonO2.5
15 Jul 25Dumbarton 1–0 Stirling AlbionU2.5

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