>If anything, big city CoL is the flip side of higher productivity inside the big city.

Productivity is only one of the smaller reasons. The other bigger ones are landlord rent seeking, nimbyism, mass migration, interest rates and real estate speculation, all of which aren't connected to your income progress. That's how productivity and employment in a city can stagnate or even decline while real estate prices can keep climbing.