Griffin also had 16 rebounds and Deandre Jordan also finished with a double-double of 13 points and 10 boards.
Chris Paul just missed doubling up with 14 points and nine assists in the win, which extended the Clippers' winning streak to three games.
Los Angeles pulled away in the fourth quarter of the closely fought contest as Houston hit a cold stretch early in the period.
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