"Chasing Time" received positive reviews from music critics, with Mike Wass of Idolator commenting that the song included a "soaring chorus".
"Chasing Time" a primit recenzii pozitive din partea criticilor de muzică, cu Mike Wass de la Idolator comentând că piesa a inclus un "refren planar".