 Williot described how Keys' vocals take on a "more emotional performance" while the melody is replaced with "faint bass drops and a hushed drum machine".The song received widespread critical acclaim.Jon Pareles from the "New York Times" described "Girl on Fire" and the previously released song "New Day" as "booming anthems" and the complete opposite to "Girl on Fire"s ballads which feature just Keys' vocals and a piano.