Seth Magaziner benefits from incumbency in Rhode Island’s 2nd congressional district, a seat that has favored Democratic candidates in recent cycles with margins typically in the double digits. Recent polls, including Emerson College/WPRI and Embold Research surveys of likely voters, show the incumbent leading Republican challenger Victor Mellor by 13 to 16 points, aligning with forecasts that assign Magaziner a 96–98 percent implied probability of victory. Mellor’s self-funded campaign and primary win have not closed the gap in a district where Democratic voter registration and historical turnout patterns provide a structural edge. An upset would require unusually low Democratic participation or a late swing not yet visible in available data.