I was checking another hardiness map that gives local level details and the line that separates 6a and 6b goes right through providence so northern parts are cooler than the ones closer to the sea. That makes sense to me.
How much does it affect the plants?
I know I am overthinking it but to me this hardiness zone stuff is not intuitive. I did not grow up in US.