1 board foot is 1-inch thick by 12-inches wide by 1-foot long.
Board feet can be calculated using either nominal size or actual board size. For cost comparisons, there is no difference which method is used - provided the same method is used consistently.
Wood Beam Sizing uses nominal measurements when calculating board feet.