In this paper, we investigate a CMP model for sapphire CMP by estimating active particles participating material removal process. The developed CMP model was developed based on contact mechanics and tribology. The number of active particle was calculated with the contact area and the number of particles in CMP slurry. This study introduces a new method in calculating the number of active particles in CMP.