Once Caldas v Atletico Nacional — prediction, stats and goal analysis

Primera A · Saturday, 2 May 2026. Final score 1–0 (half-time 0–0). Rebuilt from the season as it stood that morning, our rating would have been 51% 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 goals51%49%Over
Over 3.5 goals26%74%no pick
Both teams to score54%46%Yes

The result model puts Once Caldas at 30%, the draw at 25% and Atletico Nacional at 45%, from expected goals of 1.3 and 1.64.

How we got this number

The league sets the starting point. Primera A has produced over 2.5 goals in 44% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Once Caldas have 9 in 18 this season (6 of 9 at home), Atletico Nacional 12 in 18 (6 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 47% and 54%.

Last season still counts, briefly. With 18 and 18 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 48%.

Head to head. These sides have met 7 times in three years, producing over 2.5 goals in 43%. 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 56%, from expected goals of 1.3 for Once Caldas and 1.64 for Atletico Nacional. Folding in 30% of that view gives 51%.

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
Once Caldas1850%22%83%
Atletico Nacional1867%22%39%

Head to head

12 Jul 25Once Caldas 1–3 Atletico NacionalO2.5
20 Jun 25Once Caldas 1–2 Atletico NacionalO2.5
2 Jun 25Atletico Nacional 0–0 Once CaldasU2.5
26 Jan 25Atletico Nacional 4–0 Once CaldasO2.5
27 Jul 24Once Caldas 2–0 Atletico NacionalU2.5
1 Feb 24Atletico Nacional 1–1 Once CaldasU2.5

More: Once Caldas season stats · Atletico Nacional season stats · Primera A table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.