Given the increased risk of maternal and neonatal mortality that anemia poses, this study aims to help inform re-examination of WHO hemoglobin cut-off points for defining anemia in pregnancy. The research produced international, gestational age-specific, smoothed centiles for maternal hemoglobin concentration compatible with better pregnancy outcomes as well as with adequate neonatal and early childhood morbidity, growth, and development up to two years of age.