Celtic v Aberdeen — prediction, stats and goal analysis

Premiership · Wednesday, 2 September 2026 · 19:45. Our rating makes this 51% to go over 2.5 goals, so our lean is over. The Premiership average is 52%.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals51%49%Over
Over 3.5 goals32%68%no pick
Both teams to score52%48%Yes

The result model puts Celtic at 72%, the draw at 19% and Aberdeen at 9%, from expected goals of 2.02 and 0.55.

Bookmaker prices and where we differ

MarketPriceImpliedOur ratingEdge
Over 2.5 goals1.4068%51%-17%
Under 2.5 goals3.0032%49%+17%
Both teams to score1.7553%52%-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: Celtic 1.22, draw 6.25, Aberdeen 10.00.

How we got this number

The league sets the starting point. Premiership has produced over 2.5 goals in 52% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Celtic have 2 in 3 this season (1 of 2 at home), Aberdeen 1 in 3 (0 of 1 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 53% and 49%.

Last season still counts, briefly. With 3 and 3 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 65% and 37%.

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 52%.

Head to head. These sides have met 9 times in three years, producing over 2.5 goals in 67%. 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 53%.

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 47%, from expected goals of 2.02 for Celtic and 0.55 for Aberdeen. Folding in 30% of that view gives 51%.

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
Celtic367%33%67%
Aberdeen333%0%33%

Head to head

4 Mar 26Aberdeen 1–2 CelticO2.5
21 Dec 25Celtic 3–1 AberdeenO2.5
10 Aug 25Aberdeen 0–2 CelticU2.5
24 May 25Aberdeen 1–1 CelticU2.5
14 May 25Aberdeen 1–5 CelticO2.5
25 Feb 25Celtic 5–1 AberdeenO2.5

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