HPS W v Ilves W — prediction, stats and goal analysis

Kansallinen Liiga (W) · Saturday, 25 July 2026. Final score 1–2 (half-time 0–1). Rebuilt from the season as it stood that morning, our rating would have been 68% for over 2.5 goals. This match is older than our frozen ratings ledger, which keeps 30 days, so that figure is a reconstruction from pre-match data rather than a number we published at the time — a distinction worth making, because only the frozen ones prove what we actually said beforehand.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals68%32%Over
Over 3.5 goals47%53%Over
Both teams to score56%44%Yes

The result model puts HPS W at 62%, the draw at 19% and Ilves W at 18%, from expected goals of 2.39 and 1.24.

How we got this number

The league sets the starting point. Kansallinen Liiga (W) has produced over 2.5 goals in 68% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. HPS W have 6 in 13 this season (3 of 6 at home), Ilves W 10 in 13 (5 of 6 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 61% and 71%.

Last season still counts, briefly. With 13 and 13 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 71% and 71%.

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 71%.

Head to head. These sides have met 4 times in three years, producing over 2.5 goals in 0%. 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 67%.

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 70%, from expected goals of 2.39 for HPS W and 1.24 for Ilves W. Folding in 30% of that view gives 68%.

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
HPS W1346%31%38%
Ilves W1377%54%62%

Head to head

22 May 26Ilves W 1–0 HPS WU2.5
31 Aug 24HPS W 1–0 Ilves WU2.5
9 Jun 24Ilves W 0–2 HPS WU2.5
26 Aug 23Ilves W 0–1 HPS WU2.5
10 Jun 23HPS W 1–1 Ilves WU2.5
27 Aug 22Ilves W 4–0 HPS WO2.5

More: HPS W season stats · Ilves W season stats · Kansallinen Liiga (W) table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.