The deleterious impact of burning fossil fuels has led to a strategic shift towards exploring the environmentally benign energy generation technologies and renewable green sources. From the prospect of energy-saving hydrogen generation approach, alkaline hybrid electrolyzer using an anodic glucose oxidation reaction in conjunction with cathodic hydrogen evolution reaction catalyzed by monoclinic Co2V2O7 nanorods (NRs) is investigated. The Co2V2O7 was prepared by facile thermal treatment (500 °C/1 h) and displayed a nanorod-like morphology. The results derived from X-ray photoelectron spectroscopy confirmed the presence of multivalence states for both V (+4 and + 5) and Co (+2 and + 3) species. The Co2V2O7 exhibits superior glucose oxidation performance with very low onset potential of 1.2 V (vs RHE) and very high current density of 400 mA cm−2 at an overpotential of 1.51 V (vs RHE) in 1 M KOH. Furthermore, the Co2V2O7 exhibits an onset potential of −0.054 V (vs RHE) and an overpotentials of −75 mV and −190 mV to achieve the current densities of 10 mA cm−2 and 100 mA cm−2 respectively in hydrogen evolution reactions (HER). The Co2V2O7-NRs perform well in both the HER and glucose oxidation reactions, with a smaller hybrid water splitting potential of ∼1.46 V, which is 260 mV less than the analogous value in the conventional electrolyzer. The proposed electrocatalyst Co2V2O7 opens new possibilities for the production enediol together with hydrogen generation at low energy consumption.