Morris came off the bench to score 25 points and also grabbed 11 rebounds in helping the Suns win their second in a row. Toronto has lost five consecutive games.
Eric Bledsoe had 19 points and six assists for the Suns while P.J. Tucker added 18 points and 13 rebounds.
Toronto made 22-of-25 attempts from the foul line, but the Raptors were outrebounded by 17.
Notable deaths of 2014 [PHOTOS]
LeBron James reveals his new Nike shoes