Ponte Preta v Atletico Goianiense — prediction, stats and goal analysis

Serie B · Friday, 16 October 2026 · 23:30. Final score 1–1 (half-time 1–0). Before kick-off we rated it 57% under 2.5 goals — the match finished with 2, 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 goals43%57%Under
Over 3.5 goals19%81%no pick
Both teams to score48%52%No

The result model puts Ponte Preta at 28%, the draw at 29% and Atletico Goianiense at 43%, from expected goals of 0.98 and 1.3.

Bookmaker prices and where we differ

MarketPriceImpliedOur ratingEdge
Over 2.5 goals1.6756%43%-14%
Under 2.5 goals2.1544%57%+14%
Both teams to score2.1044%48%+3%

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: Ponte Preta 11.00, draw 5.00, Atletico Goianiense 1.30.

How we got this number

The league sets the starting point. Serie B has produced over 2.5 goals in 41% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Ponte Preta have 17 in 41 this season (7 of 20 at home), Atletico Goianiense 13 in 33 (5 of 16 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 41% and 40%.

Last season still counts, briefly. With 41 and 33 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 41% and 40%.

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 41%.

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 0.98 for Ponte Preta and 1.3 for Atletico Goianiense. Folding in 30% of that view gives 40%.

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 43%.

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
Ponte Preta4141%20%37%
Atletico Goianiense3339%15%48%

Head to head

28 Jun 26Atletico Goianiense 2–0 Ponte PretaU2.5
18 Mar 26Atletico Goianiense 1–0 Ponte PretaU2.5
15 Oct 23Ponte Preta 0–2 Atletico GoianienseU2.5
23 Jun 23Atletico Goianiense 1–0 Ponte PretaU2.5

More: Ponte Preta season stats · Atletico Goianiense season stats · Serie B table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.