Andrew Unterberger of Spin called it "an earth-salting, cruelly chuckling kiss-off track, it features an unprecedented-for-Bieber caliber of lyrical detail, and its minimal arrangement allows every lyrical barb to pop like one of the song's palm-mutes.
For Consequence of Sound editor Janine Schaults, "all the credit goes to Sheeran's cherubic magic powers.