Nanomedicine proofed to be efficient in cancer therapy but rapid clearance from blood circulation by reticuloendothelial system (RES) severely limits the antitumor efficacy. Here, the authors design a series of nanogels with distinctive stiffness and investigate how nanogel mechanical properties could be leveraged to overcome RES.