The book has to grip me. If I find that I can set it down easily, then I am probably done with it. The book that keeps me interested at midnight, at 1am, at 2am -- that's the book I want to read.
Writing style / language and character development are probably the two most important things for me. Bad writing can destroy a brilliant plot, but exquisite writing can take a dull plot and make it delightful.