Aaron Bean maintains an 81% implied probability in the FL-04 House race due to his status as the Republican incumbent in a district rated Solid Republican by Cook Political Report, Sabato’s Crystal Ball, and similar forecasters. He ran unopposed in the August primary, raised $2.7 million through mid-October compared with LaShonda Holloway’s $59,000, and benefits from the district’s consistent Republican tilt, including his 2024 victory margin. Holloway secured the Democratic nomination with 57% in her primary but faces structural disadvantages in fundraising and voter composition. Minor-party candidates on the November 3 ballot have not altered the consensus positioning reflected in current market prices.