"Russian Roulette" received generally favorable reviews from critics upon its release, both domestically and internationally for its brightness and being "devilishly satisfying".The music video also received attention for its semi-inspiration by "The Simpsons'" fictional animated television series, "Itchy & Scratchy" that masks violent and almost lethal pranks the members pulled on each other in a bright, bubbly and seemingly fun-filled video.