Why Housing Costs Are Dragging Down Many Top-Ranked Cities

A city can stay top-ranked on paper while becoming harder to live in for ordinary households. That contradiction is now showing up across the United States. 24% of U.S. homeowners were cost burdened in 2023, and renter stress ran higher still, with 22.6 million renter households paying more than 30% of income for housing, according to Harvard’s 2025 national housing report. That matters because many metros that score well on jobs, amenities, growth, and reputation are losing practical livability at the monthly-payment level.

The pressure is no longer confined to New York, San Francisco, or Honolulu. Housing costs have spread across high-demand coastal hubs, Sun Belt boom metros, and interior markets as supply growth slowed, financing costs stayed high, and local zoning rules continued to shape how much can be built, where, and for whom. The result is a sharper urban question than “Which city is best?” It is “Which city is still workable once rent, mortgage payments, insurance, taxes, and supply shortages are accounted for?”

• Homeowner cost-burden rates rose in 93 of the 100 largest metros from 2019 to 2023, according to Harvard’s homeowner affordability brief.
• Miami had the highest homeowner burden rate among the 100 largest metros at 35%, with a $593,000 median existing single-family home price in 2023.
• 168 of 230 metros, or 73%, posted annual home price gains in Q4 2025, based on metro price data from the National Association of Realtors.
• 43 of the 50 largest markets had year-over-year inventory growth by February 2026, concentrated in the South and West, according to Realtor.com’s February 2026 market report.
• If all 250 large U.S. metros had used housing policies similar to leading Sun Belt and Mountain metros, they would have added about 5.6 million more homes from 2010 to 2023, according to Bush Institute-SMU analysis.

Cost burden is the operative measure here. It tracks whether a household spends more than 30% of income on housing, with a severe threshold at 50%. The housing drag on top-ranked metros is clearest in the 2019 to 2026 period, across markets as different as Miami, New York City, Milwaukee, and Oklahoma City, following years of constrained supply and a mortgage-rate shock that hit in 2023.

What changed

Housing stress stopped being a niche problem of elite coastal metros and became a mainstream metro problem. Harvard’s December 2025 homeowner affordability brief found that 93 of the 100 largest metros recorded higher homeowner cost-burden rates between 2019 and 2023, a national spread rather than a regional outlier pattern. Miami led at 35%, followed by New York City at 32% and Honolulu at 31%, but the same report also identified rapid deterioration in places once viewed as relatively accessible.

The shift is quantifiable. Burdened homeowner households rose by 646,000 in one year and 3.6 million since 2019, according to Harvard’s national report. That signals not a gradual drift but a structural break in how housing costs relate to household incomes across the country. In plain terms, the problem is no longer that a few famous metros are expensive. It is that housing costs are spreading faster than many cities’ reputations are updating.

Why it matters for residents and employers

The households under the most pressure are not confined to the poorest renters. Harvard reporting published in March 2025 showed that 22.6 million renter households were cost burdened, and 12.1 million spent more than half their income on housing. Middle-income renters earning $30,000 to $75,000 made up 41% of all cost-burdened renters. That is exactly the segment many city leaders claim to be protecting when they talk about workforce housing.

For employers, the effect is straightforward. Recruitment gets harder when wages must absorb rent spikes or mortgage payments shaped by both high prices and high rates. Retention suffers when workers move farther out, double up, or leave the metro altogether. Local governments face the same arithmetic. A city can invest in transit, public space, schools, and business districts, but if households cannot stay near jobs, much of that value leaks away into longer commutes, delayed household formation, and rising service-worker churn. Housing costs become a drag on urban performance, not just a private household problem.

What this measure actually captures

Housing cost burden is a standard affordability measure used by federal agencies and major housing researchers. A household is cost burdened when it spends more than 30% of income on housing, and severely burdened when that share exceeds 50%. The measure is not a ranking of market desirability. It is a stress indicator that compares how far local incomes go against local rents, mortgage payments, taxes, insurance, and utilities.

That distinction matters in fast-growing metros. A city can be popular, productive, and well-governed across several domains and still post high burden rates if homes do not keep pace with job growth, if land prices surge, or if borrowing costs lock households out. For this story, cost burden works better than median price alone because it ties housing to income and shows who is exposed. It also captures the gap between headline metro success and household-level affordability in places where growth narratives still dominate public debate.

How Milwaukee, Scranton, and Oklahoma City joined the squeeze

The spread of housing stress into interior markets is one of the clearest signs that the old affordability map has broken down. Harvard found that Milwaukee, Scranton, and Oklahoma City each posted homeowner burden-rate increases of more than 5 percentage points from 2019 to 2023. None of those metros belongs to the classic prestige-housing group. Yet each saw affordability move the wrong way, and fast.

This pattern matters because it weakens the easy explanation that housing stress is only the price of living in glamorous superstar cities. When burden rates rise in traditionally cheaper metros, local incomes are not keeping pace with housing costs even in markets without the demand intensity of coastal hubs. The result is a nationwide affordability squeeze, not a regional one.

The supply gap is policy, not only demand

The most provocative figure in the current debate is the Bush Institute-SMU estimate that large U.S. metros would have added about 5.6 million more homes from 2010 to 2023 if all had housing policies similar to leading Sun Belt and Mountain metros. The point is not that one region solved housing. It did not. The point is that local rule sets still produce sharply different supply outcomes over time.

In the 2010s, Brookings research on what is driving housing costs found that metro supply growth narrowed to about 0.7 percentage points, ranging from 0.8% annual growth in Detroit to 1.8% in Dallas. That convergence masks a policy story. Some metros allowed more building; others did not. Over a decade, those choices compound into millions of missing units and the cost escalation now visible in burden rates.

Who this affects and how

Renters feel the pressure first, but the burden reaches much wider. In large metros such as Miami, New York City, and Honolulu, high-income households can still bid up scarce homes, leaving middle-income renters and first-time buyers competing for a shrinking share of the market. In metros such as Milwaukee, Scranton, and Oklahoma City, the problem takes a different shape. Housing may still look cheaper than coastal product on paper, but the local income base is lower, so monthly costs can still outrun what many households can carry.

Long-time owners are also exposed. Harvard’s 2025 national report found owner burdens rising even among households already in place, driven by taxes, insurance, maintenance, and financing conditions for those who bought recently or moved. Geographic scope matters here. The drag is strongest in major metro labor markets where jobs, services, and amenities are concentrated, but its effects spill outward into exurban counties through longer commutes and demand shifts. The result is not only higher housing payments. It is a remapping of who can still live within reach of opportunity.

What the 2024 sales slump and 2026 inventory bump actually show

The transaction side of the market looked frozen in 2024. Existing U.S. home sales fell 0.7% to 4.06 million, the lowest annual level since 1995, as the national median existing-home price hit a record $407,500, up 4.7% from 2023. Mortgage rates hovering around 7% after a peak near 8% in October 2023 kept many owners from selling and many buyers from moving. Low sales did not mean relief. They meant paralysis.

By early 2026, some relief appeared in parts of the market. 43 of the 50 largest markets recorded year-over-year inventory growth by February 2026, with gains concentrated in the South and West, especially below $500,000. That cooling matters, but it followed years of rapid cost escalation and does not by itself restore affordability to levels that match local incomes. More listings are a market signal. They are not the same thing as restored access.

How top-ranked metros compare to lower-burden markets

The clearest comparison in the available data is between Miami and Little Rock. Harvard’s homeowner affordability brief puts Miami’s homeowner cost-burden rate at 35% in 2023 and its median existing single-family price at $593,000, against Little Rock’s 16% burden rate and $208,900 median price. That is a 19 percentage point gap in burden rate and a $384,100 gap in home price.

The ranking lesson is not that lower-cost metros are always better run or more economically dynamic. Quality-of-life scores often sit beside very different housing-access outcomes. Some of the cities that perform best on prestige metrics now ask households to absorb costs that screen out teachers, service workers, and many first-time buyers. Top-ranked metros retain their pull, but their housing systems increasingly ration that pull by income.

What local rankings miss about urban quality

Urban rankings are built to compare metro desirability, not to test whether ordinary households can convert metro opportunity into a stable life. That gap matters more now. A city can score well because it has strong universities, parks, restaurants, health care access, or job creation. Those are real strengths. Yet if households must devote 30%, 40%, or 50% of income to housing, the city’s practical value changes. The burden falls hardest on people who cannot capitalize on rising land values and who lack employer-paid relocation or parental wealth.

The rankings problem is also temporal. Housing supply responds slowly. Political systems often reward mayors and councils for visible amenities faster than for zoning rewrites, parcel assembly, or infrastructure coordination that might yield apartments years later. That helps explain why so many cities can still market themselves as highly livable while their affordability metrics deteriorate. The people excluded do not disappear from the story. They move farther out, stay in unstable rentals, delay ownership, or leave. A metro can remain attractive and still become less usable.

Are these rankings wrong, or is housing breaking the model?

The fairest answer is that this is mostly a housing failure, but also a case where many rankings no longer tell the whole truth about urban life. Highly ranked metros are not automatically being praised for nothing. They often do have stronger labor markets, denser amenities, better universities, more transit options, or more cultural pull than cheaper peers. The problem is that those strengths can now coexist with housing systems that work for fewer and fewer ordinary households.

So the issue is not that top-ranked cities are always overrated in every respect. The issue is that they are often rated on the things that attract people, while housing is the thing that increasingly filters people out. That makes many rankings directionally right about desirability but increasingly incomplete about livability. When a city becomes accessible mainly to higher earners, inherited wealth, or people willing to tolerate severe cost burden, the ranking may still look flattering even as daily life gets harder for the median household.

What happens next

The next phase is likely to be uneven. Inventory gains in parts of the South and West may soften asking prices and increase buyer choice in 2026. Areas with little new supply or strong in-migration may keep posting high burdens even if transaction volume stays muted. The main constraint is time. Homes approved now arrive over several years, and the gap built up from 2010 to 2023 does not close quickly.

That puts local governments back at the center of the problem. The most useful tests for the next two years are concrete ones. Are cities allowing more multifamily housing in high-opportunity districts? Are they reducing approval friction for medium-density projects? Are infrastructure and school-capacity decisions aligned with growth areas? Readers should watch permit volumes, completion data, and burden rates rather than rhetoric. A city does not stop being desirable when housing gets expensive. It stops being broadly accessible.

Takeaways

• Housing cost burden is spreading beyond superstar metros, with 93 of the 100 largest metros posting higher homeowner burden rates from 2019 to 2023.
• Top-ranked metros can keep their economic and cultural appeal while becoming less workable for middle-income households.
• The evidence points to a compound problem of slowed supply growth, local policy constraints, and high borrowing costs.
• Inventory growth in parts of the South and West is real, but it follows years of price escalation and does not erase accumulated affordability loss.
• The practical test for metro health is no longer attraction alone. It is whether ordinary households can still remain there.
• The deeper problem is not that every ranking is false. It is that many rankings now understate how much housing costs are reshaping who gets to stay.

Data Sources

• Harvard Joint Center for Housing Studies, The State of the Nation’s Housing 2025, for national homeowner and renter burden data.
• Harvard Joint Center for Housing Studies, Rising Costs of Homeownership, for metro burden rates and metro price comparisons.
• Brookings Institution, What Is Driving Up Housing Costs Across the US, for metro supply-growth convergence and structural supply constraints.
• National Association of Realtors, Metropolitan Median Area Prices and Affordability, for Q4 2025 metro price trends.
• Realtor.com Research, February 2026 Monthly Housing Report, for active listing and inventory shifts.
• The George W. Bush Institute and SMU Economic Growth Initiative, for the estimate of how many more homes pro-housing metros would have added under more permissive rules.
• Associated Press reporting on 2024 existing-home sales and national price levels.

FAQs

What does “cost burdened” mean in housing data?

It means a household spends more than 30% of its income on housing. Severe cost burden means spending more than 50%.

Are housing problems still mainly about coastal superstar cities?

No. The recent data shows homeowner burden rates increased in 93 of the 100 largest U.S. metros from 2019 to 2023, including interior and mid-sized markets such as Milwaukee, Scranton, and Oklahoma City.

If inventory is rising in 2026, does that mean affordability is back?

No. More listings can ease pressure, but affordability depends on prices, incomes, mortgage rates, taxes, insurance, and the scale of prior run-ups. A market can cool and still remain expensive relative to local earnings.

Why do highly rated metros get hit so hard by housing costs?

Because demand is strong and housing production often lags. Jobs, amenities, and migration raise demand, but local approval systems and land-use rules can slow supply long enough for costs to outrun incomes.

Does this mean top-ranked cities are overrated?

Not in every respect. Many still excel on jobs, amenities, education, and culture. The problem is that those strengths increasingly coexist with housing systems that shut out more ordinary households, which makes the rankings less useful as guides to real livability.

What can cities do to address housing affordability?

The evidence points to concrete steps: allowing more multifamily housing in high-opportunity districts, reducing approval friction for medium-density projects, and aligning infrastructure and school-capacity decisions with growth areas. Permit volumes, completion data, and burden rates are better measures of progress than rhetoric.