PERENNIAL!
I'm working my way to a garden that will be easily tended.
No way am I going to plant things I have to remove/replace later!
I may use some petunias to fill in between my young perennial groundcovers until they gat big enough to do the job by themselves.
And of course, I'll plant some food crops that are annual, but that's different.