On January 28, 2019, with the Kings one point from last place in the league standings, Muzzin was traded to the Toronto Maple Leafs in exchange for forward Carl Grundström, the playing rights to Sean Durzi, and Toronto's first-round pick in the 2019 NHL Entry Draft. He finished the season with 37 points, split between the Kings and Leafs.