 Upon its release, "The Peel Sessions 1991–2004" received largely positive critical acclaim.At Metacritic, which assigns a normalised rating out of 100 to reviews from mainstream critics, the album received an average score of 77, based on 12 reviews, indicating "generally favorable reviews.