This is one implementation where IE has it done better. I should be able to type in, and if I choose auto-complete, I press the down arrow to select. Then press enter. This might be easier, but sometimes I like to go to home pages instead of /pages/index.html.
Also note, private browsing mode doesn't remember addresses you go to while it is turned on. Find it in the menu at Safari>Private Browsing.