Reimer turned aside all 14 first-period shots he saw as Leo Komarov was giving the Leafs a 1-0 lead with goal 3:49 into the game on a redirection of a Mark Fraser shot.
David Clarkson scored for the Devils, who fell three points out of an Eastern Conference playoff spot.
Martin Brodeur made 16 saves for New Jersey.
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