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

Kansallinen Liiga (W) · Saturday, 4 April 2026. Final score 1–2 (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 goals52%48%Over
Both teams to score62%38%Yes

The result model puts IF Gnistan at 37%, the draw at 21% and HPS W at 41%, from expected goals of 1.96 and 2.06.

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 1 in 1 this season, HPS W 0 in 1 (0 of 1 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 69% and 65%.

Last season still counts, briefly. With 1 and 1 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 69% and 76%.

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 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 76%, from expected goals of 1.96 for IF Gnistan and 2.06 for HPS W. 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
IF Gnistan1100%100%100%
HPS W10%0%0%

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.