Is There a Fine Line Between Real and Constructed?

I'm wondering if as an author it's a different feeling in any way basing things on real people versus kind of amalgamating people. I mean the interesting thing is like people don't like your created characters respond the way you want them to and your non-created characters don't. It's funny because like knowing that they're real as a reader I think that's helpful.