Exactly. Lets say you and your neighbors each pay $100. You put in solar for $90, and save $10. Because most of the power grid costs are fixed, your neighbor is now has to pay $200 to pick up the slack.
This is why California is now considering grid connection taxes, which would charge homeowners for electricity they generate at home.