"Rowdy Baby" was listed as one of the year's best Tamil songs by musicaloud.com and in the Top 10 Tamil songs of November on Film Companion by Karthik Srinivasan, who called it a "fantastic song, with a swinging African-style guitar and funky singing by Dhanush and Dhee".