At present, surgery is the only curative treatment option for biliary tract cancer (BTC). However, less than 25% of patients are resectable at presentation with high relapse rates after surgery. Because of the low incidence and heterogeneity of BTC, clinical trials are difficult to conduct in these patients, hampering the evaluation of optimal chemotherapy regimens. Owing to the lack of randomized phase III studies, there is no standard regimen for palliative chemotherapy of GBC and CC. But the exploration of an optimal regimen for standard first-line chemotherapy for BTC is imperative in order to improve survival in these patients.