Bimetallic carbides, especially based on molybdenum carbide, proved to be a promising hydrodeoxygenation (HDO) catalyst, with enhanced selectivity towards C & horbar;O bonds cleavage. However, catalysts are generally investigated using limited model components derived from only one of the biopolymers in biomass (either lignin or carbohydrates), therefore, HDO of raw biomass-derived bio-oil still remains a challenge, as it contains molecules of different functionalities. This paper presents a systematic comparison of the monometallic carbide, Mo2C, with the novel bimetallic carbide incorporating W using representative bio-oil components of different functionalities and derived from different bio-polymers components of biomass. We employed quantum mechanical investigation to reveal that the W-doped Mo2C carbide (MoWC) catalyst with increased oxophilicity, owing to tungsten incorporation, can perform HDO of real bio-oil more effectively in comparison to its monometallic counterpart (Mo2C) using six substrates representing different components of bio-oil. We showed MoWC can selectively cleave both single/double (C & horbar;O/C & boxH;O) bonds with similar barriers in comparison to Mo2C which can only selectively cleave single C & horbar;O bonds. This observation was consistent for 5-HMF, Acetic acid, and Methyl Glyoxal. We also showed that MoWC outperforms its metallic counterpart Mo2C in the HDO for aromatic and carbohydrates components.