The Tyce Suzuki rider went round in 1:51.959 to beat James Ellison of Milwaukee Yamaha into second place.
Alex Lowe's best effort in the morning session was still quicker than Brooke's afternoon pace though.
Lowe did not emerge for the later testing session.
The BSB season opens at Brands Hatch on April 5.
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- James Ellison