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

Kansallinen Liiga (W) · Saturday, 3 October 2026. Final score 3–3 (half-time 1–0). Before kick-off we rated it 72% over 2.5 goals — the match finished with 6, so that call landed. That rating was frozen into a version-controlled ledger before the game and has not been touched since.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals70%30%Over
Over 3.5 goals47%53%Over
Both teams to score60%40%Yes

The result model puts Ilves W at 16%, the draw at 19% and KuPS W at 65%, from expected goals of 1.12 and 2.41.

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. Ilves W have 17 in 21 this season (8 of 10 at home), KuPS W 13 in 21 (6 of 10 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 74% and 65%.

Last season still counts, briefly. With 21 and 21 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 74% and 66%.

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 69%.

Head to head. These sides have met 5 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 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 69%, from expected goals of 1.12 for Ilves W and 2.41 for KuPS W. Folding in 30% of that view gives 70%.

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
Ilves W2181%43%62%
KuPS W2162%38%62%

Head to head

22 Aug 26KuPS W 2–1 Ilves WO2.5
12 Jul 26KuPS W 2–4 Ilves WO2.5
9 May 26Ilves W 2–3 KuPS WO2.5
17 Aug 24KuPS W 8–0 Ilves WO2.5
25 May 24Ilves W 2–3 KuPS WO2.5
19 Aug 23KuPS W 7–0 Ilves WO2.5

More: Ilves 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.