Dark roast has less caffeine compared to medium roast because the dark roast decreases in volume in each bean while roasting. Beans become less dense and have less caffeine but the dark roast bean has a more bitter taste compared to the medium roast. The bitter taste is normally mistaken for high caffeine levels. Dark roast coffee has a bold aroma and is preferred to boost energy and increase alertness.