J1 League · Sunday, 17 May 2026. Final score 1–1 (half-time 0–1). Rebuilt from the season as it stood that morning, our rating would have been 54% 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.
Open this match in the app →| Market | Yes | No | Our call |
|---|---|---|---|
| Over 2.5 goals | 54% | 46% | Over |
| Over 3.5 goals | 32% | 68% | no pick |
| Both teams to score | 55% | 45% | Yes |
The result model puts Kawasaki Frontale at 25%, the draw at 22% and Machida Zelvia at 53%, from expected goals of 1.37 and 2.08.
The league sets the starting point. J1 League has produced over 2.5 goals in 45% of its matches, and that is where a team with no record of its own would sit.
Each side's own record. Kawasaki Frontale have 7 in 16 this season (6 of 8 at home), Machida Zelvia 8 in 16 (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 44% and 47%.
Last season still counts, briefly. With 16 and 16 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 51% and 47%.
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 48%.
Head to head. These sides have met 5 times in three years, producing over 2.5 goals in 60%. 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 49%.
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 67%, from expected goals of 1.37 for Kawasaki Frontale and 2.08 for Machida Zelvia. Folding in 30% of that view gives 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.
| Team | Games | O2.5 | O3.5 | BTTS |
|---|---|---|---|---|
| Kawasaki Frontale | 16 | 44% | 25% | 44% |
| Machida Zelvia | 16 | 50% | 25% | 50% |
More: Kawasaki Frontale season stats · Machida Zelvia season stats · J1 League table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.