Incumbent Andrew Clyde secured 76 percent in the May 19 Republican primary for Georgia’s 9th Congressional District, clearing the 50 percent threshold and advancing directly to the November 3 general election alongside Democratic nominee Caitlyn Gegen. The district’s strong Republican lean, combined with Clyde’s established incumbency and the absence of a competitive challenger capable of forcing a June runoff, produced the decisive first-round result. Traders assign 95 percent probability to an outright first-round winner because primary vote totals and turnout patterns confirmed the outcome months earlier. The only remaining variables that could still shift resolution involve any unresolved certification issues or an unexpected general-election majority shortfall triggering a December runoff, both viewed as low-probability events in this solidly Republican seat.