Characterizing molecular aging features is crucial for understanding systemic and local factors contributing to the aging process. Here Costa, Chen et al. performed RNA sequencing on 13 tissues across six ages in male and female African turquoise killifish. This sex-balanced killifish aging atlas provides a comprehensive resource for studying aging dynamics across tissues in the killifish—a powerful, short-lived vertebrate model of aging.