Katy Perry sings.
`` Dark Horse '' is a song recorded by American singer Katy Perry featuring rapper Juicy J . Katy Perry . She became the first artist with multiple videos to reach one billion views on Vevo with the videos for its songs `` Roar '' and `` Dark Horse '' .