The music video for Perry's single 'Dark Horse' has racked up nearly 500 million views and counting, reported Billboard magazine.
It is followed by Shakira and Rihanna's hit 'Can't Remember to Forget You' video, with more than 350 million plays.
Shakira's FIFA World Cup song 'La La La (Brazil 2014) ft. Carlinhos Brown' is third on the list, followed by Pitbull and Jennifer Lopez's 'We Are One (Ole Ola) (The Official 2014 FIFA World Cup Song)'.
Enrique Iglesias's 'Bailando' is fifth, The Chainsmokers, '#SELFIE' is sixth and Iggy Azalea's 'Fancy ft. Charli XCX' is seventh.
The top ten list also features Frozen soundtrack, 'Let It Go'.