How does Saitama compare to Kanagawa in terms of population density and consumer businesses? Are they very similar places to live?

i’m thinking of moving to saitama but i’m worried it’ll be the boonies or a significant drop off in people and places to shop/dine

is there not much of a difference?

thanks