That's not the right metric though. Cities and suburbs are not comparable in terms of overall experience. The extra services you cite are one of the reasons why.

For one, suburbs are pretty economically difficult for low-earning households. Low earners are more likely to live in cities, therefore cities tend to have more social services.

You need to do an apples-to-apples comparison, which unfortunately is not easy.