Brad Sherman’s commanding position in the CA-32 general election stems from the district’s strong Democratic lean, rated Solid Democratic with a partisan voting index of roughly D+14, combined with his long incumbency and primary performance. The 15-term representative advanced comfortably from the June 2026 top-two primary alongside Republican Larry Thompson, a film producer and attorney who previously lost to Sherman by a wide margin in 2024. Thompson’s centrist messaging has not altered the underlying voter composition across the San Fernando Valley, Malibu, and Simi Valley portions of the seat. Trader consensus at 95% for Sherman reflects these structural factors and the absence of major late-cycle developments that typically shift such races. Scenarios that could still alter the outcome include an unforeseen scandal, health event affecting the incumbent, or an unusually large national partisan swing before November 3.