Incumbent Democrat Pat Ryan holds a clear edge over Republican challenger Jacqueline Auringer in New York’s 18th congressional district, with trader consensus clustering around a Democratic margin of 15-30 points. Recent polling averages place Ryan ahead by roughly 14-18 points, supported by his substantial fundraising lead exceeding $4.7 million compared with under $200,000 for Auringer and established name recognition as a sitting representative. The district’s D+2 partisan lean and narrow Republican presidential performance in 2024 contribute to uncertainty in the final margin. With the November 3 election days away, factors such as turnout among independents and any last-minute campaign developments could influence the precise outcome within the favored range.