There are fundamental differences that are more significant than speed or administration.

SimpleDB is "eventually consistent" - that is, when you write, a subsequent read might not immediately reflect the change. There's also no such thing as a join, although you can approximate it.

I think of SimpleDB as searchable metadata storage. It's useful, but not a drop-in replacement for a traditional database.