Precious metal Pt has exhibited excellent catalytic performance in numerous electrocatalytic applications. However, the slow water dissociation kinetics hinder its alkaline hydrogen evolution reaction (HER) activity. Herein, we design the partially oxidized PtRu alloys with fine-tuned structure which can significantly enhance the alkaline HER. Theoretical calculations reveal that the alteration of Pt/Ru ratio and surface oxidation state of PtRu materials can effectively tune the water and hydrogen adsorption capability, thus impacting the alkaline HER performance. We dentify Pt 70 Ru 30 with 3 O surface coverage with optimized adsorption energy to be the most suitable candidate for alkaline HER. Inspired by theoretical predictions, we prepare partially oxidized PtRu with tunable composition and structure via a facile urea-assisted method, with a “capture and release” reaction mechanism by generating complexing agents and pH gradients. The as-synthesized partially oxidized Pt 70 Ru 30 electrode exhibits excellent HER catalytic activity and stability in the alkaline electrolyte, achieving an overpotential of only 11 mV at 10 mA cm −2 and a Tafel slope of 28 mV dec −1 , outperforming that of Pt/C (η 10 = 29 mV, Tafel slope = 52 mV dec −1 ). In-situ spectral measurements show that the partially oxidized Pt and Ru species in Pt 7 0 Ru 3 0 can facilitate breaking the O-H bonds and improve the alkaline HER kinetics. This work unravels the influence of Pt/Ru ratio and surface partial oxidation on water dissociation and hydrogen adsorption, which provide guidelines for the rational design of highly efficient electrocatalysts. Guided by density functional theory calculations, partially oxidized Pt 70 Ru 30 was synthesized by urea decomposition-assisted method. The morphology and chemical composition of PtRu materials were rationally regulated by the "capture-release" mechanism. This work deepens the influence of Pt/Ru ratio and surface partial oxidation on water dissociation and hydrogen adsorption, providing guidance for the rational design of efficient electrocatalysts. • Altering Pt/Ru ratio and oxidation state boosts the alkaline HER performance. • Both partially oxidized Pt and Ru species in Pt 70 Ru 30 -3O serve as active sites for water adsorption and H* reactions. • PO-PtRu are synthesized by the "capture-release" mechanism induced by urea decomposition, exhibiting high HER activity. • In situ spectroscopy shows partially oxidized Pt / Ru oxidation enhances HO-H cleavage, boosting catalytic kinetics.