Charlotte v Columbus Crew — prediction, stats and goal analysis

MLS · Sunday, 16 August 2026 · 00:30. Final score 3–1 (half-time 2–1). Before kick-off we rated it 62% over 2.5 goals — the match finished with 4, 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 goals62%38%Over
Over 3.5 goals39%61%no pick
Both teams to score64%36%Yes

The result model puts Charlotte at 51%, the draw at 23% and Columbus Crew at 26%, from expected goals of 1.86 and 1.27.

Bookmaker prices and where we differ

MarketPriceImpliedOur ratingEdge
Over 2.5 goals1.7055%62%+7%
Under 2.5 goals2.1045%38%-7%
Both teams to score1.6258%64%+7%

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: Charlotte 2.30, draw 3.70, Columbus Crew 2.88.

How we got this number

The league sets the starting point. MLS has produced over 2.5 goals in 60% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Charlotte have 12 in 18 this season (7 of 10 at home), Columbus Crew 12 in 18 (8 of 9 away). Those records are pulled toward the league rate with the weight of about 32 matches — enough that two or three unusual games cannot swing a rating — giving 63% and 66%.

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 64%.

Head to head. These sides have met 4 times in three years, producing over 2.5 goals in 50%. That nudges the number 10% of the way toward the head-to-head pattern — deliberately small, because fixtures change more than reputations do — landing on 62%.

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 60%, from expected goals of 1.86 for Charlotte and 1.27 for Columbus Crew. Folding in 30% of that view gives 62%.

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
Charlotte1867%39%67%
Columbus Crew1867%33%72%

Head to head

25 May 25Charlotte 3–2 Columbus CrewO2.5
4 May 25Columbus Crew 4–2 CharlotteO2.5
18 Jul 24Columbus Crew 1–1 CharlotteU2.5
23 Mar 24Charlotte 2–0 Columbus CrewU2.5
4 Jun 23Columbus Crew 4–2 CharlotteO2.5
23 Apr 23Charlotte 1–0 Columbus CrewU2.5

More: Charlotte season stats · Columbus Crew season stats · MLS table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.