The sport known for its "fall classic" championship refers to baseball, particularly the World Series. This championship series occurs annually in October and features the champions of the American League and National League competing for the coveted Commissioner's Trophy. The term "fall classic" denotes its timing in the fall and highlights the prestige and historical significance of this championship in American sports culture.