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

Kansallinen Liiga (W) · Saturday, 12 September 2026. Final score 1–3 (half-time 1–1). Rebuilt from the season as it stood that morning, our rating would have been 71% 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 goals71%29%Over
Over 3.5 goals48%52%Over
Both teams to score59%41%Yes

The result model puts IF Gnistan at 37%, the draw at 23% and HPS W at 40%, from expected goals of 1.72 and 1.78.

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. IF Gnistan have 14 in 18 this season (7 of 9 at home), HPS W 10 in 18 (4 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 72% and 63%.

Last season still counts, briefly. With 18 and 18 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 72% and 70%.

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 2 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 72%.

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 68%, from expected goals of 1.72 for IF Gnistan and 1.78 for HPS W. Folding in 30% of that view gives 71%.

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
IF Gnistan1878%56%56%
HPS W1856%33%50%

Head to head

13 Jun 26HPS W 4–0 IF GnistanO2.5
4 Apr 26IF Gnistan 1–2 HPS WO2.5

More: IF Gnistan season stats · HPS 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.