Designing low-cost catalysts that offer both high mass activity and high cycling stability is crucial. Herein, a binder-free 3D self-supporting electrode composed of carbo-nitride tungsten supporting Pt nanoparticles (Pt@3DP-WNxC1-x/W) has been successfully synthesized for hydrogen evolution reaction in acid electrolyte. The tungsten carbo-nitride synthesized via a one-step heat treatment exhibits enhanced conductivity as a result of the carbonization process and optimizes the adsorption and desorption properties of WC towards H atoms through the incorporation of N atoms, thereby achieving an effective balance. Simultaneously, the N–Pt bond enhances electron transfer efficiency. This electrode exhibits outstanding electrochemical performance with a 219 mV overpotential at a current density of −300 mA cm−2. Its current density and mass activity is up to 75 mA cm−2 and 7.5 A·mgPt−1 at an overpotential of 100 mV, respectively, which are both 2.6 times higher than those of the 40% Pt/C electrode. In addition, it reveals a low Tafel slope of 38.3 mV dec−1 indicating rapid kinetics. Furthermore, the electrocatalyst shows only 3 mV day at −100 mA cm−2 after 10,000 cycles. Both theoretical calculation and experimental results show the promotion of catalytic efficiency of Pt@3DP-WNxC1-x/W brought by carbo-nitrition. This study offers a novel, efficient, and stable electrode design strategy.