HJK W v KuPS W — prediction, stats and goal analysis

Kansallinen Liiga (W) · Monday, 17 August 2026. Final score 0–1 (half-time 0–0). Rebuilt from the season as it stood that morning, our rating would have been 66% 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 goals66%34%Over
Over 3.5 goals46%54%Over
Both teams to score56%44%Yes

The result model puts HJK W at 70%, the draw at 18% and KuPS W at 12%, from expected goals of 2.39 and 0.89.

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. HJK W have 11 in 15 this season (6 of 7 at home), KuPS W 12 in 15 (6 of 8 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 70% and 73%.

Last season still counts, briefly. With 15 and 15 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 68% and 68%.

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 68%.

Head to head. These sides have met 11 times in three years, producing over 2.5 goals in 55%. 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 68%.

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 64%, from expected goals of 2.39 for HJK W and 0.89 for KuPS W. Folding in 30% of that view gives 66%.

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
HJK W1573%53%47%
KuPS W1580%53%80%

Head to head

4 Jul 26HJK W 2–0 KuPS WU2.5
2 May 26KuPS W 2–1 HJK WO2.5
12 Oct 25HJK W 3–2 KuPS WO2.5
15 Aug 25KuPS W 1–0 HJK WU2.5
28 Jun 25HJK W 1–0 KuPS WU2.5
26 Apr 25KuPS W 1–3 HJK WO2.5

More: HJK W season stats · KuPS 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.