Coldplay have released a whimsical video for their latest single, ‘Paradise,’ which features the British rockers in elephant costumes.

In the ethereal Mat Whitecross-directed clip, we see a cage “elephant,” who manages to escape from his prisoners. He travels far and wide via the Tube, airplane and even unicycle, which he manages to buy with the money he makes from busking on the street.

‘Paradise’ is the second single from the band’s fifth studio album, ‘Mylo Xyloto,’ which is set to arrive on Oct. 24. The song follows the lead single ‘Every Teardrop Is a Waterfall,’ which debuted in June.