Women get in a dozen fender benders for every wreck that men get in, but men total the car when we do wreck. So the rates being different is completely data driven.

This is a myth people love to parrot when it comes to insurance rates. The real reason men pay more is far simpler: men drive more miles per year than women. That's what outweighs women having a higher accident rate.