BTS’s “Swim,” the lead single from the group’s fifth studio album *Arirang*, holds the strongest market-implied probability at 61% for VMA Song of the Year, driven by sustained global streaming dominance, repeated chart leadership on Billboard’s Global 200 and Excl. U.S. rankings, and a major world tour that wrapped its North American leg with record attendance. Its additional Best K-Pop nomination and recent VMAJ group video win reinforce industry and fan momentum heading into the September 27 ceremony. The remaining nominees—including Ella Langley’s “Choosin’ Texas,” the Madonna and Sabrina Carpenter collaboration “Bring Your Love,” and Huntrix’s “Golden”—sit near even odds or lower, reflecting competitive crossover appeal and streaming metrics but lacking BTS’s combined commercial scale and dedicated voter base in the final days of campaigning.