Enables the transfer of a solute or solutes from one side of a membrane to the other according to the reaction: glyceraldehyde 3-phosphate(out) + phosphate(in) = glyceraldehyde 3-phosphate(in) + phosphate(out).
glyceraldehyde 3-phosphate:inorganic phosphate antiporter activity