Our purpose is to examine: what should be the best subsidy mechanism which can reduce the lost from the asymmetric information problem whereas the administration performs a subsidy policy. We use the incentive contract theory to establish our models, and analyze different kinds of subsidy policy results. We prove that: compare with the partial equally subsidy, zero-subsidy and full-purchase subsidy, the partial discriminably subsidy is the best subsidy policy.