The objective of this retrospective cohort study was to determine risk factors for police-reported intimate partner violence (IPV) during pregnancy among Seattle residents with a registered live birth or fetal death in Washington State. Logistic regression was used to calculate adjusted odds ratios (aOR) and 95% confidence intervals for the association between demographic, behavioral, and obstetric history risk factors and any, physical, and non-physical police-reported IPV. Significant risk factors for any police-reported IPV during pregnancy included unmarried status (aOR 2.36), public health program use (aOR 1.33), smoking or alcohol use during pregnancy (aORs 1.45 and 1.80, respectively), previous live birth (aOR 1.39), and previous spontaneous or induced abortion (aORs 1.39 and 1.34, respectively). Risk factors for physical IPV varied only slightly from those for any IPV, and fewer factors were associated with nonphysical IPV. Demographic, behavioral, and obstetric history risk factors are potential markers of IPV risk during pregnancy.