"Russian Roulette" was composed and produced by Albi Albertsson, Belle Humble and Markus Lindell, with Korean lyrics adaptation by songwriter Jo Yoon-kyung.Musically, Jeff Benjamin of "Billboard" describes the single as a synth-pop song that incorporates 8-bit and arcade-inspired sounds.