Price improved to 33-22-6 on the season and withstood three Pittsburgh power plays in the Canadiens' sixth in seven games.
The Canadiens chased Penguins goalie Marc-Andre Fleury in the second period after roughing him up for three goals on 12 shots.
Brent Johnson relieved, stopping all eight shots he faced as Pittsburgh dropped its seventh game in 10 contests.
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