Derby v Cardiff — prediction, stats and goal analysis

Championship · Saturday, 22 August 2026 · 15:00. Our rating makes this 50% to go over 2.5 goals, so our lean is under. The Championship average is 51%.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals50%50%Under
Over 3.5 goals25%75%no pick
Both teams to score55%45%Yes

The result model puts Derby at 39%, the draw at 26% and Cardiff at 35%, from expected goals of 1.4 and 1.3.

Bookmaker prices and where we differ

MarketPriceImpliedOur ratingEdge
Over 2.5 goals2.0047%50%+2%
Under 2.5 goals1.8053%50%-2%
Both teams to score1.8350%55%+5%

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: Derby 1.80, draw 3.50, Cardiff 3.90.

How we got this number

The league sets the starting point. Championship has produced over 2.5 goals in 51% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Derby have 1 in 1 this season, Cardiff 0 in 0. 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 51%.

Last season still counts, briefly. With 1 and 0 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 52% and 54%.

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 53%.

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 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 51%, from expected goals of 1.4 for Derby and 1.3 for Cardiff. Folding in 30% of that view gives 52%.

Season opener. One of these sides has not played a league game yet. Openers run about 2.5 points under their league's norm, measured across 2,727 of them, so the rating is docked to 50%.

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
Derby1100%0%100%
Cardiff0

Head to head

25 Jan 25Cardiff 2–1 DerbyO2.5
14 Sept 24Derby 1–0 CardiffU2.5
7 May 22Derby 0–1 CardiffU2.5
1 Mar 22Cardiff 1–0 DerbyU2.5

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