in the case of a gift the where on the date of the gift, the FMV is greater than the donors' (your parents') tax basis you only get their tax basis for purposes of computing gain or loss. by the way, they probably failed to file a gift tax return which is required if the value of the gift exceeded $18,000 which it did.
