This paper examines results of MATLAB simulation for three robotic arm configurations to determine their abilities in trajectory/path tracing. The trajectories tested were a spline curve, a circle, and square. The joint position vs. time, joint velocity vs. time, joint acceleration vs. time, and the cartesian position vs. time were plotted to compare their agility.