I feel like pantomiming would be harder because you are putting all you those emotions with your body movement and facial reactions, and keep in mind you can't talk or make a sound with your voice. With voice acting, you can express with well your voice, and the way you do this is just changing the pitch or volume of your voice. As if you are having a normal conversation with your friends or family.
I hope this helps