Brad Sherman’s commanding position in the CA-32 contest stems from the district’s strong Democratic lean, reflected in its Cook Partisan Voting Index and consistent voting patterns across Los Angeles and Ventura counties. As a long-serving incumbent with extensive name recognition and fundraising capacity, Sherman topped the June 2026 top-two primary and advanced against Republican Larry Thompson. The general election on November 3 features limited Republican infrastructure in a solidly Democratic seat, where historical margins have favored Democrats by wide margins. Trader consensus assigns Thompson low probability given these structural factors. Late developments such as unexpected scandals, health events, or unusually high Republican turnout could theoretically narrow the gap, though no such catalysts have emerged in recent months.