Semiconductor modeling and characterization of ternary materials have been performed using simulation. Ternary semiconductors such as Al x Ga 1-x As, Ga x In 1-x As and Al x In 1-x As have been studied using Monte Carlo Simulation. Standard parameters like device dimension, donor concentration, temperature, electric field, etc have been considered. Drift velocity with respect to applied electric field in the range of 10kv/cm -60kv/cm has been observed for three ternary semiconductors. It has been found that up to 30kv/cm, velocities for different compositions show major variations. But after 30kv/cm, they show less variation from each other. It is observed that, with an increase in applied field, the G valley electron population decreases while L and X valley population increases. The scattering methods that have been considered during the study of transport properties are Polar Optical Phonon Scattering (absorption and emission), Intervalley scattering, Ionized Impurity Scattering.