Palmeiras v Sao Paulo — prediction, stats and goal analysis

Paulista · Sunday, 1 March 2026. Final score 2–1 (half-time 1–0). Rebuilt from the season as it stood that morning, our rating would have been 47% 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 goals47%53%no pick
Over 3.5 goals22%78%no pick
Both teams to score51%49%Yes

The result model puts Palmeiras at 53%, the draw at 27% and Sao Paulo at 20%, from expected goals of 1.49 and 0.79.

How we got this number

The league sets the starting point. Paulista has produced over 2.5 goals in 48% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Palmeiras have 3 in 9 this season (2 of 5 at home), Sao Paulo 6 in 9 (4 of 5 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 53%.

Last season still counts, briefly. With 9 and 9 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 46% and 53%.

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 49%.

Head to head. These sides have met 4 times in three years, producing over 2.5 goals in 25%. 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 48%.

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 40%, from expected goals of 1.49 for Palmeiras and 0.79 for Sao Paulo. Folding in 30% of that view gives 45%.

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 47%.

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
Palmeiras933%33%22%
Sao Paulo967%22%67%

Head to head

24 Jan 26Palmeiras 3–1 Sao PauloO2.5
11 Mar 25Palmeiras 1–0 Sao PauloU2.5
16 Feb 25Palmeiras 0–0 Sao PauloU2.5
3 Mar 24Sao Paulo 1–1 PalmeirasU2.5
22 Jan 23Palmeiras 0–0 Sao PauloU2.5
3 Apr 22Palmeiras 4–0 Sao PauloO2.5

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