Randolph also had 11 rebounds and Gasol grabbed eight.
Chris Paul scored 35 for Los Angeles, but was the only Clipper to score in double figures. Four of Memphis's five starters were in double figures.
The Clippers led 28-26 after the first period, but Memphis outscored Los Angeles in the next three quarters to maintain control.
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