Melancon (1-0) picked up the win after tossing a perfect ninth inning against the Blue Jays on Thursday.
The right-hander came into a tied game in the ninth and held Toronto scoreless, giving Nick Markakis the opportunity to walk it off for the Atlanta victory. Melancon has a pair of saves on the season and has yet to allow a run across four appearances.