IF you move the 401K money directly to a regular IRA there is NO penalty. It’s when you don’t roll it over to another retirement fund you get hit, or if you roll it to a Roth IRA because you have to pay taxes as it goes in for Roth’s, where regular is like 401K it’s only when you withdraw it.