That did it!
Was a bit of work, but way less then my original method. Thanks!
I also might have found another way to use the bevel tool to make even thickness all the way. Turning off Loop Slide also does the trick.

With Loop Slide on:

Your method is preferable in my case though, cause the treads need to have those little extensions at the end. Thanks for all the help. Much appreciated.