Aaron Harrison added 16 points as the Wildcats (17-5, 7-2 SEC) improved to 27-1 all-time against Ole Miss at Rupp Arena.
Kentucky won a second straight following a loss at Louisiana State last week.
The Rebels (15-7, 6-3) got 16 points from Marshall Henderson.
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