Real Estate
These Global Cities Show the Highest Real Estate Bubble Risk
These Global Cities Show the Highest Real Estate Bubble Risk
Housing bubbles are a tricky phenomenon. As a market gathers steam and prices increase, it remains a matter of debate whether that market is overvalued and flooded with speculation, or it’s simply experiencing robust demand.
Of course, once a bubble bursts, it’s all obvious in hindsight.
One common red flag is when prices decouple from local incomes and rents. As well, imbalances in the real economy, such as excessive construction activity and lending can signal a bubble in the making.
The map above, based on data from the Real Estate Bubble Index by UBS, examines 25 global cities, scoring them based on their bubble risk.
Overinflated Markets
In the 2022 edition of the Real Estate Bubble Index, nine of the cities covered were classified as having extreme bubble risk (1.5 or higher score).
Rank | Risk Category | City | Bubble Index Score |
---|---|---|---|
#1 | 🔴 | 🇨🇦 Toronto | 2.24 |
#2 | 🔴 | 🇩🇪 Frankfurt | 2.21 |
#3 | 🔴 | 🇨🇭 Zurich | 1.81 |
#4 | 🔴 | 🇩🇪 Munich | 1.80 |
#5 | 🔴 | 🇭🇰 Hong Kong | 1.71 |
#6 | 🔴 | 🇨🇦 Vancouver | 1.70 |
#7 | 🔴 | 🇳🇱 Amsterdam | 1.62 |
#8 | 🔴 | 🇮🇱 Tel Aviv | 1.59 |
#9 | 🔴 | 🇯🇵 Tokyo | 1.56 |
#10 | 🟠 | 🇺🇸 Miami | 1.39 |
#11 | 🟠 | 🇺🇸 Los Angeles | 1.31 |
#12 | 🟠 | 🇸🇪 Stockholm | 1.22 |
#13 | 🟠 | 🇫🇷 Paris | 1.21 |
#14 | 🟠 | 🇦🇺 Sydney | 1.19 |
#15 | 🟠 | 🇨🇭 Geneva | 1.14 |
#16 | 🟠 | 🇬🇧 London | 1.08 |
#17 | 🟠 | 🇺🇸 San Francisco | 0.78 |
#18 | 🟠 | 🇺🇸 Boston | 0.75 |
#19 | 🟠 | 🇪🇸 Madrid | 0.59 |
#20 | 🟠 | 🇺🇸 New York | 0.57 |
#21 | 🟠 | 🇸🇬 Singapore | 0.50 |
#22 | 🟢 | 🇮🇹 Milan | 0.34 |
#23 | 🟢 | 🇧🇷 Sao Paulo | 0.20 |
#24 | 🟢 | 🇦🇪 Dubai | 0.16 |
#25 | 🟢 | 🇵🇱 Warsaw | 0.15 |
Canada’s largest city finds itself at the top of a ranking no city wants to end up on. Toronto’s home prices have been rising steadily for years now, and many, including UBS, believe that the city is now firmly in bubble territory.
Vancouver also finds itself in a similar position. Both Canadian cities have a high quality of life and have thriving tech industries.
Notably, none of the U.S. cities analyzed find themselves in the most extreme bubble risk category. The closest scoring U.S. city was Miami, which sits firmly in overvalued territory (0.5-1.5 range) with a score of 1.39.
Examining the Trends
In recent years, low interest rates helped push home prices and incomes further apart.
For cities in the bubble risk zone, prices have climbed by an average of 60% in inflation-adjusted terms over the past decade, while rents and real incomes increased by just 12%. And, while COVID-19 briefly put a dent in urban demand, rents in the cities analyzed rose at around the same pace as pre-pandemic times.
As a result, all but three of the cities saw positive price growth over the past year from a nominal price perspective:
U.S. cities occupy a number of spots at the top of this chart. Miami, in particular, is seeing strong internal migration patterns, as well as renewed interest from foreign investors.
Hong Kong experienced the biggest one-year nominal drop of all the cities analyzed. The report notes that since around 2019 Hong Kong “has broadly stagnated as the lack of affordability, economic woes, and pandemic restrictions all took a major toll on demand.”
Prices can’t rise forever. According to UBS, most cities with high valuations, price corrections have already begun, or could be right around the corner.
Markets
Ranked: 15 of the World’s Least Affordable Housing Markets
This map examines middle-income housing market affordability across eight major countries, highlighting some of the least affordable cities.

Ranked: 15 of the World’s Least Affordable Housing Markets
When considering where to live, big cities are attractive to people for a number of reasons, but affordability is usually not one of them.
This map, using data from Demographia, highlights the major cities ranked the worst for housing market affordability on a global basis.
Unaffordable Housing Markets
Demographia’s report looks at middle-income housing affordability in 94 cities in eight countries, many of which are known for having pricy housing markets:
- 🇦🇺 Australia
- 🇨🇦 Canada
- 🇨🇳 China (Hong Kong)
- 🇮🇪 Ireland
- 🇳🇿 New Zealand
- 🇸🇬 Singapore
- 🇬🇧 United Kingdom
- 🇺🇸 United States
For the 2023 report, it uses 2022 Q3 prices and income levels for evaluation, dividing the median house price by the gross median household income to find the median multiple for housing.
And for the first time in the history of Demographia’s reporting, not a single of the 94 cities scored below 3.0, the cutoff to be deemed “affordable.” Here’s a closer look at the least affordable markets in 2023:
Rank | City | Housing Median Multiple |
---|---|---|
1 | 🇭🇰 Hong Kong | 18.8 |
2 | 🇦🇺 Sydney | 13.3 |
3 | 🇨🇦 Vancouver | 12.0 |
4 | 🇺🇸 Honolulu | 11.8 |
5 | 🇺🇸 San Jose | 11.5 |
6 | 🇺🇸 Los Angeles | 11.3 |
7 | 🇳🇿 Auckland | 10.8 |
8 | 🇺🇸 San Francisco | 10.7 |
9 | 🇦🇺 Melbourne | 9.9 |
10 | 🇨🇦 Toronto | 9.5 |
11 | 🇺🇸 San Diego | 9.4 |
12 | 🇬🇧 London | 8.7 |
13 | 🇺🇸 Miami | 8.5 |
14 | 🇦🇺 Adelaide | 8.2 |
15 | 🇬🇧 Bournemouth & Dorset | 8.0 |
For well over a decade now, Hong Kong has taken the top spot as the least affordable market globally. The only city to become even less affordable year over year was Los Angeles.
On the flip side, the most affordable city in the U.S. was Pittsburgh, with the median multiple sitting at 3.1. As people start to get priced out of certain markets, they may start to move to these more affordable cities.
Zooming out farther, here are the housing market affordability scores for all eight jurisdictions covered in this report:
Country / Jurisdiction | Housing Median Multiple |
---|---|
🇭🇰 Hong Kong | 18.8 |
🇳🇿 New Zealand | 10.8 |
🇦🇺 Australia | 8.2 |
🇨🇦 Canada | 5.3 |
🇸🇬 Singapore | 5.3 |
🇬🇧 UK | 5.3 |
🇮🇪 Ireland | 5.1 |
🇺🇸 U.S. | 5.0 |
Again, none of these countries are considered affordable, but within each there is a wide range of scores. Hong Kong is significantly less affordable than the second-place New Zealand and third-place Australia.
Scores across Canada, Singapore, the UK, Ireland and the U.S., however, are quite similar.
Better Cities for Housing Market Affordability
While many people flock to big cities, evidenced by the fact that many of the least affordable places are also among the most populous, others are opting to live somewhere more in their price range.
Here’s a glance at some of the most affordable housing markets worldwide:
Rank | City | Housing Median Multiple |
---|---|---|
1 | 🇺🇸 Pittsburgh, PA | 3.1 |
2 | 🇺🇸 Rochester, NY | 3.2 |
3 | 🇺🇸 Cleveland, OH | 3.5 |
3 | 🇺🇸 St. Louis, MO-IL | 3.5 |
5 | 🇺🇸 Cincinnati, OH-KY-IN | 3.6 |
5 | 🇺🇸 Oklahoma City, OK | 3.6 |
7 | 🇺🇸 Buffalo, NY | 3.7 |
8 | 🇺🇸 Detroit, MI | 3.8 |
9 | 🇺🇸 Louisville, KY-IN | 3.9 |
9 | 🇺🇸 Tusla, OK | 3.9 |
11 | 🇨🇦 Edmonton, AB | 4.0 |
11 | 🇺🇸 Hartford, CT | 4.0 |
11 | 🇺🇸 Kansas City, MO-KS | 4.0 |
14 | 🇺🇸 Columbus, OH | 4.1 |
14 | 🇺🇸 Grand Rapid, MI | 4.1 |
14 | 🇺🇸 Indianapolis, IN | 4.1 |
14 | 🇺🇸 Minneapolis-St. Paul, MN-WI | 4.1 |
14 | 🇺🇸 Philadelphia, PA-NJ-DE-MD | 4.1 |
All of the top 18 most affordable cities covered in the report are located in North America.
While big, global cities will certainly continue to attract talent and residents from all over, the more affordable cities may gain new residents for more practical financial reasons.
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