• WO3 nanoparticles were fabricated by the thermolysis method, Pt and Ru as the active catalysts are loaded with the wet impregnation method. • The Pt/Ru-WO3 indicated the significant enhanced for sensitive response to acetone. • The power-law response to oxygen was observed. Ru is dominated by electron sensitization, while a major for Pt is reflected in its catalytic sensitization. • This study provides beneficial information and insights into the sensitization mechanism of bimetallic nanoparticles on MOS materials. The production of a large number of metal oxide semiconductor materials is more for design needs, while theoretical exploration is relatively less concerned. In this work, WO 3 nanoparticles were prepared by the tungstic acid thermolysis method, and the catalysts of Pt and Ru were loaded on the surface of nanoparticles with a wet impregnation method. As expected, the sensitive responses were enhanced significantly with the additional loading of Pt, which revealed that bimetallic loading could achieve better properties with a smaller loaded amount than single metal. According to the power-law response to oxygen and H 2 -TPR results, the sensitization mechanism of noble metals loaded WO 3 to acetone as the typical VOCs was investigated. The results showed that the sensing processes were dominated by oxygen adsorption behavior and there was no difference with the loading of Ru. Furthermore, the power-law coefficient n became smaller with Pt loading. It is proposed that oxygen adsorbates on the surface become more active due to Pt. We would like to propose further a perspective, i.e., polymetallic loading that utilizes the properties of different metals to achieve synergism. In this work, WO 3 nanoparticles were prepared by the tungstic acid thermolysis method, and the catalysts of Pt and Ru were loaded on the surface of nanoparticles with a wet impregnation method. Sensor devices were fabricated by the screen-printing technique, and the schematic drawing of sensor structure and a photograph of MOS sensor device were presented in graphical abstracts. The powders were mixed with prepared organic solutions and adhesive to obtain a printable paste, which was deposited on an aluminum substrate with interdigitated Au microelectrodes on the front side and Pt microheater on the backside. As expected, the sensitive response was enhanced significantly with the additional loading of Pt, which revealed that bimetallic loading could achieve better properties with a smaller loaded amount than single metals. The results showed that the sensing processes were dominated by oxygen adsorption behavior and there was no difference with the loading of Ru. Furthermore, the power-law coefficient n became smaller with Pt loading. It is proposed that oxygen adsorbates on the surface become more active due to Pt. We demonstrated that the sensing mechanism of the Ru-WO 3 and Pt/Ru-WO 3 sensors is not identical, and Ru is dominated by electron sensitization, while a major for Pt is reflected in its catalytic sensitization. Loaded metals combine with WO 3 to form a heterojunction layer, which enhances the ability of sensitive materials to regulate electrons. The catalytic activity of both metals was enhanced due to the synergistic effect of the bimetals. Consequently, this study provides beneficial information and insights into the sensitization mechanism of bimetallic nanoparticles on MOS materials, which can help us to tune further the bimetallic composition and catalytic activity for specific applications and pave the way for polymetallic loading studies.