Williams did n't get almost as much of the vote as American Pharoah .
It looks like popularity amongst Sports Illustrated readers was not the only thing taken into consideration in awarding the title .
Williams did n't get almost as much of the vote as American Pharoah , but it looks like popularity amongst Sports Illustrated readers was not the only thing taken into consideration in awarding the title .