On first run, Multibit will generate a new address that is entirely localized on your computer.  If you decide not to have it encrypt your addresses, you'll still be the only one capable of using it, but there's a higher probability of it being stolen at some point.

Bitcoin-qt downloads the entire blockchain (currently about 9.5 gb) whereas Multibit does not.