 On June 27, 2013, Arthur was traded to the Denver Nuggets along with 55th overall draft pick Joffrey Lauvergne in exchange for Kosta Koufos.On June 23, 2014, he exercised his player option for the 2014–15 season.On August 7, 2015, Arthur re-signed with the Nuggets.