Toronto Maple Leafs vs Columbus Blue Jackets Prediction: Best Bet for Tuesday

Toronto Maple Leafs (3-4-2) visits Columbus Blue Jackets (3-4-0) on Tuesday. Our data-driven pick: Toronto Maple Leafs ML.
01The Matchup
The market has this backwards relative to the season data, which is what makes it the most interesting handicap on the Tuesday board. Columbus is favored at home at -162, and the Blue Jackets are 3-4-0 with a -0.86 differential: 2.43 scored and 3.29 allowed per game, the weakest offense in this matchup. Toronto is 3-4-2 with a -0.22 differential (3.22 for, 3.44 against), closer to break-even in every phase.
Columbus's case is real but narrow: a league-best 55.7 percent faceoff rate and a 3-2-0 home record. Toronto's case is broader: more scoring, the better power play, and a penalty kill that has been close to perfect. Road underdogs with the better differential and the better special teams are exactly the spots this model hunts.
02Key Factors
First, the special-teams gap is the widest in any Tuesday game: Toronto converts 26.7 percent on the power play and kills 96.4 percent of penalties, while Columbus converts 11.8 percent and kills just 68.0 percent. Both directions favor the visitors, and a 68.0 percent kill against a 26.7 percent power play projects to roughly a goal of swing on its own.
Second, Columbus's faceoff dominance (55.7 percent against Toronto's 52.3) is genuine and will give the Jackets extra possessions, but they score only 2.43 per game with those possessions, so the edge produces time more than goals. Third, Columbus is 0-2-0 on the road and 3-2-0 at home, so the building has mattered, and Toronto at 1-1-1 away has been merely fine rather than good on its travels.
03The Pick
Toronto Maple Leafs moneyline at +136, the plus price on the team with the better profile. The differential gap is -0.64 in Toronto's favor, below the puck-line threshold, so the play is the outright win rather than a margin. The supporting numbers are specific and stack in one direction: a 26.7 percent power play against a 68.0 percent kill, a 96.4 percent penalty kill against an 11.8 percent power play, and a 3.22-to-2.43 scoring edge.
Columbus's 55.7 percent faceoff rate and its home record are the honest counters, and they explain the market price. But a home favorite that scores 2.43 per game and kills 68.0 percent of penalties is a fragile favorite. Take Toronto at plus money.
Toronto has a +0.64 goal differential edge per game, a 26.7 percent power play, and a 96.4 percent penalty kill against a Columbus kill at just 68.0 percent.
Game information
| DATE | Tuesday, October 20, 2026 |
|---|---|
| START TIME | 6:00 PM CT |
| HOW TO WATCH | NHL |
| VENUE | Nationwide Arena |
| TOTAL | 6.5 |
| MONEYLINE | Columbus Blue Jackets ML |
Every pick is published with its line before the game. Odds via consensus sportsbooks at time of writing and move constantly. Must be 21+. If gambling is a problem, call or text 1-800-GAMBLER.