Looked at a dozen midrise buildings this year across DC/Phila/NYC markets, some new/recent construction, some office conversions. Most buildings had zero 3bd units except for maybe a single penthouse, a 2bd unit every other floor, and the entire rest of the building evenly divided between studios and 1bd units in the 400-600sqft range. The competition for the 2bd units was unreal, in several cases people were offering the entire year's lease upfront, in cash, to secure an apartment.
It really is that competitive and the demand is there, the supply is not.
Other advantage is that keeping cities very dense and preventing urban sprawl means everyone has access to nature quickly, through public transports.
The reason they're so cheap is that nobody wants to live in those areas because cities are better and have better jobs.
In smaller places, that simply isn’t an option, so there exists greater demand for family living in high rises.