Pecans do contain fat, but not all fats are created equal. Over 90% of the fat found in pecans is unsaturated, heart-healthy fat meeting the new Dietary Guidelines that recommend Americans keep intake between 20 and 35 percent of calories, with most fats coming from heart-healthy sources like fish, nuts and vegetable oils.