Barthet is a French surname. Notable people with the surname include:
Anne-Sophie Barthet (born 1988), French alpine skier Anthony Borg Barthet (born 1947), Maltese European Court of Justice and former Attorney General of Malta Esprit Barthet (1919–1999), Maltese artist Magloire-Désiré Barthet (1832–1912), French Roman Catholic bishop