MP v JäPS — prediction, stats and goal analysis

Ykkosliiga · Saturday, 17 October 2026 · 14:00. Final score 1–2 (half-time 0–0). Before kick-off we rated it 54% over 2.5 goals — the match finished with 3, 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 goals54%46%Over
Over 3.5 goals33%67%no pick
Both teams to score55%45%Yes

The result model puts MP at 42%, the draw at 26% and JäPS at 33%, from expected goals of 1.52 and 1.32.

Bookmaker prices and where we differ

MarketPriceImpliedOur ratingEdge
Over 2.5 goals1.5361%54%-7%
Under 2.5 goals2.3839%46%+7%
Both teams to score1.5361%55%-6%

Implied percentages have the bookmaker's margin removed, so they add to 100 and can be compared with our rating directly. Edge is simply the gap between the two. A positive edge means our model thinks the outcome is likelier than the price suggests — it is not a tip, and a high probability with a negative edge is a poor bet however safe it looks. Prices are a pre-match snapshot from a single bookmaker and move constantly.

Match odds: MP 1.90, draw 3.50, JäPS 3.25.

How we got this number

The league sets the starting point. Ykkosliiga has produced over 2.5 goals in 60% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. MP have 10 in 26 this season (6 of 12 at home), JäPS 13 in 26 (9 of 13 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 49% and 55%.

Last season still counts, briefly. With 26 and 26 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 49% and 56%.

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 54%.

Head to head. These sides have met 5 times in three years, producing over 2.5 goals in 40%. 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 53%.

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 54%, from expected goals of 1.52 for MP and 1.32 for JäPS. Folding in 30% of that view gives 53%.

Calibration. Tested against 97,729 past matches, our ratings below 55% have run consistently too pessimistic — a figure in the high 30s, for instance, has come in about four points higher. So ratings in that range are lifted part-way back, giving 54%.

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
MP2638%23%50%
JäPS2650%23%27%

Head to head

7 Aug 26JäPS 1–0 MPU2.5
22 May 26JäPS 0–2 MPU2.5
30 Aug 24JäPS 4–0 MPO2.5
17 Jul 24JäPS 1–1 MPU2.5
19 May 24MP 0–3 JäPSO2.5

More: MP season stats · JäPS season stats · Ykkosliiga table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.