Arsenal W v Birmingham City W — prediction, stats and goal analysis

FA WSL (W) · Saturday, 17 October 2026 · 12:45. Final score 1–1 (half-time 0–0). Before kick-off we rated it 55% 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 goals55%45%Over
Over 3.5 goals34%66%no pick
Both teams to score52%48%Yes

The result model puts Arsenal W at 73%, the draw at 18% and Birmingham City W at 9%, from expected goals of 2.25 and 0.65.

Bookmaker prices and where we differ

MarketPriceImpliedOur ratingEdge
Over 2.5 goals1.2277%55%-21%
Under 2.5 goals4.0023%45%+21%
Both teams to score2.1044%52%+7%

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: Arsenal W 1.10, draw 9.00, Birmingham City W 19.00.

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. Arsenal W have 1 in 5 this season (0 of 2 at home), Birmingham City W 4 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 49% and 59%.

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 53% and 59%.

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%.

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 56%, from expected goals of 2.25 for Arsenal W and 0.65 for Birmingham City W. Folding in 30% of that view gives 55%.

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
Arsenal W520%20%40%
Birmingham City W580%60%80%

Head to head

6 Mar 22Arsenal W 4–2 Birmingham City WO2.5
9 Jan 22Birmingham City W 2–0 Arsenal WU2.5

More: Arsenal W season stats · Birmingham City 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.