Meaning and information about Baithazar, What does Baithazar mean? Baithazar means Protect the king. The Greek form of the Old Testament Bel-shazzar, referring to the Babylonian god Bel. One of the Magi mentioned in Matthew's story of the Na-tivity was Balthasar. Find similar names like Baithazar.