I switch very often. Usually I try to analyse / determine what lays ahead of me, and so I put the party together.

The only one I haven't used that much are the War-Dog, the giant warrior, and the elf.
Although they have their strengths, too.

I only need someone to balance out the weaknesses of the others. With the dog I have fewer possibilities to do it, imho.