Rangers v Celtic — prediction, stats and goal analysis

League Cup · Saturday, 12 September 2026 · 15:00. Our rating makes this 63% to go over 2.5 goals, though we make no pick on this fixture — see below. The League Cup average is 52%.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals63%37%no pick
Over 3.5 goals38%62%no pick
Both teams to score57%43%no pick

The result model puts Rangers at 31%, the draw at 23% and Celtic at 45%, from expected goals of 1.43 and 1.76.

How we got this number

The league sets the starting point. League Cup 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. Rangers have 1 in 2 this season (1 of 1 at home), Celtic 1 in 2 (1 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 53%.

Last season still counts, briefly. With 2 and 2 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 66%.

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 61%.

Head to head. These sides have met 11 times in three years, producing over 2.5 goals in 82%. 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 63%.

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 62%, from expected goals of 1.43 for Rangers and 1.76 for Celtic. Folding in 30% of that view gives 63%.

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
Rangers250%0%100%
Celtic250%50%50%

Head to head

10 May 26Celtic 3–1 RangersO2.5
8 Mar 26Rangers 0–0 CelticU2.5
1 Mar 26Rangers 2–2 CelticO2.5
3 Jan 26Celtic 1–3 RangersO2.5
2 Nov 25Celtic 1–1 RangersU2.5
31 Aug 25Rangers 0–0 CelticU2.5

Things worth knowing

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