On the back of success in melanoma with PD-1 and CTLA-4 checkpoint inhibitors, attention has turned to other checkpoint proteins such as indoleamine 2,3-dioxygenase (IDO). In this editorial, Zeynep Eroglu (Moffitt Cancer Center, USA) discusses the advances and setbacks in the development of IDO inhibitors for melanoma.