KuPS W v IF Gnistan — prediction, stats and goal analysis

Kansallinen Liiga (W) · Friday, 22 May 2026. Final score 2–1 (half-time 0–0). Rebuilt from the season as it stood that morning, our rating would have been 73% 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 goals73%27%Over
Over 3.5 goals54%46%Over
Both teams to score57%43%Yes

The result model puts KuPS W at 83%, the draw at 11% and IF Gnistan at 6%, from expected goals of 3.33 and 0.91.

How we got this number

The league sets the starting point. Kansallinen Liiga (W) has produced over 2.5 goals in 69% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. KuPS W have 5 in 6 this season (2 of 3 at home), IF Gnistan 6 in 6 (3 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 72% and 75%.

Last season still counts, briefly. With 6 and 6 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 67% and 75%.

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%.

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 79%, from expected goals of 3.33 for KuPS W and 0.91 for IF Gnistan. Folding in 30% of that view gives 73%.

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
KuPS W683%50%83%
IF Gnistan6100%83%67%

More: KuPS W season stats · IF Gnistan 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.