 The song features lyrics in both English and Icelandic.The overall critical reception of the track was warm.Sam Shepherd, musicOMH reviewer, described "Animal Arithmetic" as a "joyful percussive stomp," while Tim Sendra of allmusic wrote that the song sounds "like the bubbling soundtrack to an awesome training montage in a film where pixies are training to battle fairies".