At one time E. obtusirostris was considered to be a circum-global species, but the similar populations of different oceans were later split into three separate species. As now understood, it is endemic to tropical and subtropical parts of the Atlantic Ocean. In the western Atlantic its range includes the Caribbean Sea and the Gulf of Mexico and in the eastern Atlantic it extends from Namibia to Madeira, the Azores and possibly the westernmost Mediterranean Sea.