Toronto FC v Columbus Crew — prediction, stats and goal analysis

MLS · Saturday, 21 March 2026. Final score 2–1 (half-time 0–1). Rebuilt from the season as it stood that morning, our rating would have been 52% 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 goals52%48%Over
Over 3.5 goals31%69%no pick
Both teams to score57%43%Yes

The result model puts Toronto FC at 39%, the draw at 27% and Columbus Crew at 35%, from expected goals of 1.36 and 1.27.

How we got this number

The league sets the starting point. MLS has produced over 2.5 goals in 59% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Toronto FC have 2 in 4 this season (0 of 1 at home), Columbus Crew 2 in 4 (2 of 2 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 57% and 57%.

Last season still counts, briefly. With 4 and 4 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 47% and 59%.

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 54%.

Head to head. These sides have met 5 times in three years, producing over 2.5 goals in 20%. 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 52%.

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 49%, from expected goals of 1.36 for Toronto FC and 1.27 for Columbus Crew. Folding in 30% of that view gives 51%.

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 52%.

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
Toronto FC450%25%50%
Columbus Crew450%50%50%

Head to head

21 Sept 25Columbus Crew 1–1 Toronto FCU2.5
17 Aug 25Toronto FC 1–1 Columbus CrewU2.5
19 Sept 24Toronto FC 0–2 Columbus CrewU2.5
7 Jul 24Columbus Crew 4–0 Toronto FCO2.5
27 Aug 23Columbus Crew 2–0 Toronto FCU2.5
12 Mar 23Toronto FC 1–1 Columbus CrewU2.5

More: Toronto FC 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.