In this cohort study with a median follow-up of 3.0 years conducted in South Korea, distinct associations of the AIP, TyG index, and HbA1C level with the risk of CAC progression were observed in asymptomatic adults with and without established diabetes. Here, AIP is linked to diabetes mellitus.