There are various gift options available for white elephant exchanges, with prices ranging from under $25 to under $50. Some outlets have compiled lists of gifts that are likely to be popular, including items under $25 and $30. The number of gift options and specific price points vary across different sources, but all suggest that there are many desirable gifts available for white elephant parties.