From what I've heard, Amazon charges publishers "delivery costs" and the larger the file is, the larger cut Amazon takes. Apple doesn't do this.
This is most likely the reason why the iBooks version has the highest quality.
Found this article: http://www.tuaw.com/2012/06/13/ibook-lessons-publishing-costs/