Aston Villa W v Liverpool W — prediction, stats and goal analysis

FA WSL (W) · Sunday, 18 October 2026 · 14:00. Final score 2–1 (half-time 0–1). Before kick-off we rated it 59% over 2.5 goals — the match finished with 3, so that call landed. 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 goals59%41%Over
Over 3.5 goals36%64%no pick
Both teams to score58%42%Yes

The result model puts Aston Villa W at 31%, the draw at 24% and Liverpool W at 45%, from expected goals of 1.42 and 1.76.

Bookmaker prices and where we differ

MarketPriceImpliedOur ratingEdge
Over 2.5 goals1.5760%59%-1%
Under 2.5 goals2.3540%41%+1%
Both teams to score1.6258%58%+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: Aston Villa W 4.50, draw 4.10, Liverpool W 1.65.

How we got this number

The league sets the starting point. FA WSL (W) has produced over 2.5 goals in 55% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Aston Villa W have 2 in 5 this season (1 of 2 at home), Liverpool W 2 in 5 (2 of 3 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 52% and 52%.

Last season still counts, briefly. With 5 and 5 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 51%.

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 55%.

Head to head. These sides have met 5 times in three years, producing over 2.5 goals in 100%. 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 62%, from expected goals of 1.42 for Aston Villa W and 1.76 for Liverpool W. Folding in 30% of that view gives 59%.

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
Aston Villa W540%40%80%
Liverpool W540%40%40%

Head to head

8 Feb 26Liverpool W 4–1 Aston Villa WO2.5
11 Dec 25Aston Villa W 3–0 Liverpool WO2.5
30 Mar 25Liverpool W 1–2 Aston Villa WO2.5
3 Nov 24Aston Villa W 1–2 Liverpool WO2.5
3 Mar 24Aston Villa W 1–4 Liverpool WO2.5
8 Oct 23Liverpool W 2–0 Aston Villa WU2.5

More: Aston Villa W season stats · Liverpool W season stats · FA WSL (W) table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.