My favorites this year, be genre:

Sci-fi: Exiles by Mason Coile.

Fiction (Fantasy): The Bright Sword by Lev Grossman.

Fiction (post-apocalyptic / zombie): One Yellow Eye by Leigh Radford.

Non fiction: The Wager by David Grann.