ObjectivesTo investigate the associations of traffic-related air pollution exposures in early pregnancy with birth outcomes and infant neurocognitive development.DesignCohort study.SettingEligible women attended six visits in the maternity clinics of two centres, the First Affiliated Hospital of Chongqing Medical University and Chongqing Health Centre for Women and Children.ParticipantsWomen who were between 20 and 40 years of age and were at 11–14 weeks gestation with a singleton pregnancy were eligible for participation. Women were excluded if they had a history of premature delivery before 32 weeks of gestation, maternal milk allergy or aversion or severe lactose intolerance. 1273 pregnant women enrolled in 2015–2016 and 1174 live births were included in this analysis.ExposuresAir pollution concentrations at their home addresses, including particulate matter with diameter ≤2.5 µm (PM2.5) and nitrogen dioxide (NO2), during pre-conception and each trimester period were estimated using land-use regression models.Outcome measuresBirth outcomes (ie, birth weight, birth length, preterm birth, low birth weight, large for gestational age and small for gestational age (SGA) status) and neurodevelopment outcomes measured by the Chinese version of Bayley Scales of Infant Development.ResultsAn association between SGA and per-IQR increases in NO2was found in the first trimester (OR: 1.57, 95% CI: 1.06 to 2.32) and during the whole pregnancy (OR: 1.33, 99% CI: 1.01 to 1.75). Both PM2.5and NO2exposure in the 90 days prior to conception were associated with lower Psychomotor Development Index scores (β: −6.15, 95% CI: −8.84 to –3.46; β: −2.83, 95% CI: −4.27 to –1.39, respectively). Increased NO2exposure was associated with an increased risk of psychomotor development delay during different trimesters of pregnancy.ConclusionsIncreased exposures to NO2during pregnancy were associated with increased risks of SGA and psychomotor development delay, while increased exposures to both PM2.5and NO2pre-conception were associated with adverse psychomotor development outcomes at 12 months of age.Trial registration numberChiCTR-IOR-16007700