The New Classic received generally mixed reviews from critics.
In a positive review for Cuepoint, Robert Christgau argued that while Azalea may never demonstrate a powerful, soulful, or attractively melodic delivery, her "striving Australian-Atlantan cadence" is original and carries every song [REF].