To provide a milk-derived peptide having a taste-improving effect, a taste-improving agent comprising the same, and a food or drink containing the same. A taste-improving agent comprising a peptide, said peptide having the sequence(s) Val-Pro and/or Leu-Leu-Leu, and a food or drink to which the taste-improving agent is added.