Yunnan Yukun v SHANGHAI SIPG — prediction, stats and goal analysis

Super League · Friday, 17 July 2026. Final score 2–2 (half-time 0–2). Rebuilt from the season as it stood that morning, our rating would have been 65% 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 goals65%35%Over
Over 3.5 goals44%56%no pick
Both teams to score67%33%Yes

The result model puts Yunnan Yukun at 36%, the draw at 24% and SHANGHAI SIPG at 40%, from expected goals of 1.58 and 1.68.

How we got this number

The league sets the starting point. Super League has produced over 2.5 goals in 62% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Yunnan Yukun have 15 in 18 this season (7 of 8 at home), SHANGHAI SIPG 11 in 17 (5 of 9 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 71% and 63%.

Last season still counts, briefly. With 18 and 17 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 64% and 67%.

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 65%.

Head to head. These sides have met 3 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 66%.

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 63%, from expected goals of 1.58 for Yunnan Yukun and 1.68 for SHANGHAI SIPG. Folding in 30% of that view gives 65%.

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
Yunnan Yukun1883%44%78%
SHANGHAI SIPG1765%35%76%

Head to head

4 Apr 26SHANGHAI SIPG 2–1 Yunnan YukunO2.5
12 Sept 25SHANGHAI SIPG 4–2 Yunnan YukunO2.5
25 Apr 25Yunnan Yukun 2–3 SHANGHAI SIPGO2.5

More: Yunnan Yukun season stats · SHANGHAI SIPG season stats · Super League table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.