Stephen Thomas Erlewine of AllMusic noted of HIStory, "Jackson produces some well-crafted pop that ranks with his best material..'Stranger in Moscow' is one of his most haunting ballads [REF].
Rod Temperton, one of Jackson's songwriters from his earlier career, believes that this is his best song [REF].