Gustavsson posted his second shutout of the season, and the third of his NHL career.
Mikhail Grabovski scored the other goal for Toronto, which has won four straight games.
Ryan Miller allowed the two Toronto goals on 28 shots for the Sabres, who lost their third straight.
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