The actress who plays Black Widow also had a crack at Hemsworth's clothes, saying: "You've got a growing collection of grandma cardigans and I've been meaning to talk to you about it. It's cray."
Hemsworth's insults were way harsher with the Thor star mocking Johansson's intelligence.
"It's lucky you're beautiful because there's nothing up here," he said, pointing to his head.
"Wow, that's mean," a shocked Johansson said. "Did you just call me dumb? You went straight to dumb?"