Arnaud Labbe (born 3 November 1976 in Creil, Oise) is a French racing cyclist who rides for the CC Périgueux Dordogne team. He had started the 2010 season riding for an amateur team, GSC Blagnac, having failed to earn a renewal of his contract with Bbox Bouygues Telecom at the end of the previous season, but Cofidis were left short of riders due to injuries and illness, and needed to expand their squad. Labbe competes in road and cyclo-cross events.

For the 2014 season, Labbe returned to the amateur ranks with CC Périgueux Dordogne.