We conducted a retrospective cohort study of pregnancies delivered at Oklahoma Children's Hospital at OU Health from 10/22/2020-11/30/2025. Inclusion criteria: singleton gestation, BMI ≥ 40 at the initial prenatal visit, ultrasound (US) exam prior to 22 weeks, completed glucose screening, and delivery at ≥34 weeks. Exclusion criteria: stillbirth, known major fetal anomaly, and major maternal medical comorbidities. Fetal US biometric parameters were collected and analyzed across 5 time periods (22-25 weeks, 26-29 weeks, 30-33 weeks, 34-37 weeks, and 38 weeks and beyond). Outcomes were analyzed between three groups based on glucose tolerance status: normal glucose tolerance (NGT), impaired glucose intolerance (IGT; defined as hemoglobin A1c 5.7-6.4% prior to 20 weeks and/or one abnormal value on the 100-gram 3-hour glucose tolerance test), or GDM. The primary outcomes were difference in EFW and AC percentile on late third trimester ultrasound (34-37 weeks) between the three groups. Secondary outcomes consisted of maternal and neonatal outcomes including rates of shoulder dystocia, cesarean delivery, LGA, macrosomia, and a composite of neonatal adverse outcomes.