Two big advantages of the turbine over the diesel:
Gas turbine engines have a great power-to-weight ratio compared to gasoline or diesel engines. That is, the amount of power you get out of the engine compared to the weight of the engine itself is very good.
Gas turbine engines are smaller than their reciprocating counterparts of the same power.