It depends on what you are trying to do.

So, care to define the question a bit better?

GaAs is probably the most mature technology.
RF PA's have been done there for many years.

Figure out your power and voltage requirements first.
Then go look at the capabilities of the particular process.
Breakdown voltages and similar come into play.