The risk factors of multidrug-resistant (MDR) Gram-negative bacilli (GNB) bloodstream infection (BSI) are not yet known in children. Our aim was to evaluate risk factors and outcomes associated with MDR GNB BSI in children. Patients with GNB BSI were enrolled between April 2010 and March 2017 at 8 children's hospitals in Japan. Clinical and microbiologic data were collected retrospectively. The risk factors and outcomes of MDR and non-MDR GNB BSI were compared. In total, 629 GNB BSI episodes met the case definition. The median age and proportion of males were 2 years (interquartile range, 0.3-8.7) and 50.7%, respectively. An underlying disease was found in 94% of patients. The proportion of BSI cases that developed >48 hours after admission was 76.2%. MDR comprised 24.5% of BSI cases. The MDR rate did not change over time (P = 0.540). The effective coverage rate of the initial empiric therapy for the MDR and non-MDR BSI cases was 60.4% and 83.4%, respectively (P < 0.001). The all-cause mortality rate at 28 days for all BSI, MDR-BSI and non-MDR BSI cases was 10.7%, 13.6% and 9.7%, respectively (P = 0.167). MDR BSI was independently associated with cancer chemotherapy within 30 days (odds ratio [OR] 43.90), older age (OR 1.05) and admission to the neonatal ward (OR 0.019). One-fourth of GNB BSI cases were MDR. Cancer chemotherapy and older age were risk factors for MDR GNB BSI in children's hospitals. MDR did not increase the all-cause mortality rate.