For a given regression on specific data:
1) The Exponential will climb faster than the power in one direction.
2) The Exponential levels off in the other direction.
Over a very narrow Domain, they can be nearly indistinguishable. If you promise to stay in the very narrow Domain, it may not matter which you pick. If you attempt to extrapolate (outside the narrow Domain), you must be very, very careful.