Recent polling averages place Republican Darline Graham narrowly ahead of Democrat Annie Andrews by roughly 1–3 points among likely voters, consistent with trader consensus assigning the highest probabilities to slim Graham victory margins or closely contested outcomes. Early in-person voting has begun, and turnout patterns among independents, women, and younger voters remain key variables, as shown in gender and age splits in recent surveys. President Trump’s campaign rallies for Graham and cross-party endorsements for Andrews have both drawn attention in the final weeks. A November 3 resolution hinges on consolidation of Republican support versus Andrews’ ability to expand her coalition in this traditionally Republican-leaning state.