The Equivalence Principle states that acceleration due to gravity for all objects is constant. Therefore, when two objects are dropped from the same height, regardless of mass, they undergo the same acceleration due to gravity; they fall at the same rate.
In simpler terms, acceleration is independent of mass, meaning mass can be neglected in this instant.