Utility of qPCR assays for molecular diagnosis of bacterial vaginosis is investigated. Adjusting assays for human cell load does not improve diagnostic performance. Adjusting for total bacterial load does not consistently improve diagnostic accuracy. Elevated loads of G. vaginalis and A. vaginae are predictive of bacterial vaginosis.