McGruder provided 18 points with nine rebounds while Angel Rodriguez added 13 points for the Wildcats (18-4, 7-2 Big 12).
The triumph was the third straight for KSU following a two-game losing streak.
Texas Tech (9-11, 2-7) was led by Jordan Tolbert with 19 points.
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