What you say will often depend on when you use it. There is no absolute rule, and basically you use what you are comfortable with.
This decade is still finding its way. I have begun to hear Twenty Oh Eight for 2008 as well as Two Thousand and Eight. It will probably settle into the Twenty Hundreds, just as the 1900s settled into the Nineteen Hundreds.