An autobiography is written by the person about themselves. For example if you wrote a story about yourself it would be an autobiography.
A book written by someone, about someone else is a biography. For example, If I wrote a book about your life.
"An autobiography differs from a biography because it is written by" - the person the book is about. / the person themself