A nationwide Korean cohort study of 258,367 mother-child pairs found that maternal pre-pregnancy BMI was associated with developmental delay risk in children aged 18 to 36 months. Children of underweight mothers showed modest early risks that later attenuated, while obesity-related risks persisted across developmental domains.