Marcus Morris (16 points), Omer Asik (14, 12 rebounds) and Jeremy Lin (15, 11 assists, six boards) also played big roles for the Rockets.
Harden also distributed eight assists.
Houston had little trouble with the Grizzlies' top-ranked defense in racking up its fourth consecutive home victory and 13th consecutive defeat of Memphis at the Toyota Center.
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