I had a lot of issues with godaddy... the list is almost endless.
They should load exactly the same speed (or so close that you shouldn't even notice the difference (1ms or so)).
What you can do however is setup your .htaccess file so that it rewrites the url to the format that you find is faster.
Hope that helps, if you have any more questions feel free to ask.