Andy Harris holds a strong position as the Republican incumbent in Maryland’s 1st congressional district, a seat that leans Republican by roughly eight points and delivered him 59% of the vote in 2024. The district’s Eastern Shore and eastern Baltimore County exurbs have favored Republican candidates in recent cycles, supporting trader consensus around his 83.5% implied probability. Schwartz secured the Democratic nomination in the June primary but trails significantly in limited polling and fundraising. A contentious October 13 debate drew national attention to Schwartz and prompted some forecasters to shift the race from safe to likely Republican, yet early voting and the district’s structural lean continue to anchor expectations ahead of the November 3 general election.