This research investigates the failure of agricultural machine bearings under regular usage, proposing new models through material changes and design adjustments to enhance their durability. It employs analytical and technical methods for design and breakdown analysis using CATIA for modeling and ANSYS for simulation. The findings highlight that bearing performance varies significantly with different materials, with zinc alloys demonstrating a higher fatigue nature compared to steel and tungsten.