The default WordPress username option is admin.
Everyone knows it including hackers.
Which is the short answer to why you should change it!
Think about it for a few seconds: if you knew the first number on a combination lock was very likely to be 3, why would you start your testing with anything else?
The same goes for a WordPress username.