People.com Celebrity TIED: By People Staff Published on March 5, 1998 12:00 AM Share Tweet Pin Email For best-selling album of all time: The Eagles’ “Their Greatest Hits 1971-1975” and Michael Jackson’s “Thriller,” with 25 million sales each.