Recent polling averages and forecaster shifts to Lean Democratic or Tilt Democratic reflect Democratic challenger Rebecca Bennett’s consistent edge in New Jersey’s 7th district, a suburban swing seat that narrowly favored Republicans in recent cycles. Key drivers include Bennett’s strong third-quarter fundraising exceeding $4 million with broad grassroots support, high-profile Democratic endorsements, and a firefighters union switch to her side. Republican super PACs, including the Congressional Leadership Fund, have redirected remaining advertising dollars away from incumbent Thomas Kean Jr. to more competitive races, signaling diminished national party investment. Kean’s extended congressional absence earlier in the year and criticism over his support for major legislation affecting Medicaid have added pressure. With three weeks until the November 3 vote, trader consensus aligns with these momentum indicators, though late developments such as turnout surges, unresolved FEC matters, or unforeseen events could still alter the outcome.