The district’s Republican tilt and open-seat status following Elise Stefanik’s retirement favor Anthony Constantino, who secured the GOP nomination after defeating Robert Smullen in the June primary and benefits from endorsements by Stefanik and Donald Trump. Constantino’s substantial fundraising edge—over $14 million raised with strong cash reserves—supports broader outreach in the North Country district. Recent Siena polling showed Blake Gendebien, a dairy farmer and small-business owner, leading 46-42 percent among likely voters, yet most forecasting models rate the race Lean Republican and project Constantino ahead by several points. Traders weigh these structural and resource advantages against mixed early-vote signals and Gendebien’s emphasis on affordability and rural issues ahead of the November 3 general election.