 "Up All Night" received generally positive reviews from music critics.At Metacritic, which assigns a normalised rating out of 100 to reviews from mainstream critics, the album received an average score of 64, which indicates "generally favourable reviews".AllMusic's Matthew Chisling commended the album for its appeal to the teenage audience, "limitless potential for the time being, this is a perfectly sized, and targeted, collection."