The OK Go-Go's are the supergroup we never knew we needed—until now.

Thanks to Jimmy Kimmel, OK Go and the Go-Go's joined forced to mash up a couple of their biggest hits, “Our Lips Are Sealed” and “Here It Goes Again,” on last night's show.

Read more: Watch Panic! At The Disco perform “Thong Song” with SisQó

“Here It Goes Again”—which has that Grammy Award-winning treadmill music video—is off of OK Go's 2005 album Oh No.

“Our Lips Are Sealed” is taken from Beauty And The Beat, the Go-Go's 1981 album.

Here's the OK Go-Go's: