 "Chilltown, New York" received generally positive reviews from critics.At Metacritic, which assigns a normalized rating out of 100 to reviews from mainstream publications, the album received an average score of 74, based on 8 reviews.Lee Henderson of "PopMatters" stated, "As strong as anything Sermon's done".