 "Exodus Into Unheard Rhythms" received favorable reviews from the music critics.Peter Macia of "Pitchfork" praised the album, saying that "Oh No gracefully layers these compositions the way MacDermont did with his own, fusing inspirations with the same wide-eyed gusto and ending up with the same kind of buoyant and elegant songs".Nathan Rabin, writing for "The A.V.