IMPORTANCE Results from longitudinal studies suggest that regular leisure time physical activity (LTPA) is associated with reduced risk of dementia or Alzheimer disease. Data on the association between LTPA and brain magnetic resonance imaging (MRI) measures remain scarce and inconsistent. OBJECTIVE To examine the association of LTPA and MRI-assessed brain aging measures in a multiethnic elderly population. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study included 1443 older (Ն65 years) adults without dementia who were participants of the Washington/Hamilton Heights-Inwood Columbia Aging Project study. LTPA, from self-reported questionnaire, was calculated as metabolic equivalent of energy expenditure. Both moderate to vigorous LTPA, assessed as meeting Physical Activity Guidelines for Americans (Ն150 minutes/week) or not, and light-intensity LTPA were also examined. EXPOSURES LTPA. MAIN OUTCOMES AND MEASURES Primary outcomes included total brain volume (TBV), cortical thickness, and white matter hyperintensity volume, all derived from MRI scans with established methods and adjusted for intracranial volume when necessary. We examined the association of LTPA with these imaging markers using regression models adjusted for demographic, clinical, and vascular risk factors. RESULTS The 1443 participants of the study had a mean (SD) age of 77.2 (6.4) years; 921 (63.8%) were women; 27.0%, 34.4%, and 36.3% were non-Hispanic White, non-Hispanic African American, and Hispanic individuals, respectively; and 27.3% carried the apolipoprotein E (APOE) ε4 allele. Compared with the LTPA of nonactive older adults, those with the most LTPA had larger (in cm 3) TBV