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2023 U.S. Housing Market Health Check
Key economic indicators in America’s residential real estate market
Thomvest Ventures Research
December 2023
Prepared by Nima Wedlake
I. Housing Supply, Demand & Affordability
Thomvest Ventures Research 2023 Housing Market Health Check
Case-Shiller U.S. National Home Price Index, 1990-2023
Source: S&P Dow Jones Indices LLC
50
100
150
200
250
300
350
1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011 2013 2015 2017 2019 2021 2023
184.6
July ’06
19% CAGR
12% CAGR
311.5
Aug ’23
The National Home
Price Index has far
exceeded pre-Great
Recession levels
- The Shiller Index continues to rise in
2023 despite decades-high mortgage
interest rates; between 2019 and 2023
the Shiller Index is up 50%+.
- Despite rising interest rates, existing-
home sales prices grew in nearly every
measured metro area in 2023. Compared
to a year ago, the national median single-
family existing-home price rose about
3.5%.
Great Recession, 2007—2009
COVID-19 Pandemic, Q2 2020—2022
Thomvest Ventures Research
AFFORDABILITY
1%
2%
3%
4%
5%
6%
7%
8%
9%
10%
1
9
9
1
1
9
9
3
1
9
9
5
1
9
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1
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2
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1
2
0
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3
2
0
0
5
2
0
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7
2
0
0
9
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1
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2
3
7.6% in Nov 2023
6.6% in June 2007
2.7% in Dec 2020
Mortgages rates have
swung meaningfully
upwards in 2023,
reaching nearly 8%
- This rise in interest rates has impacted
home affordability and transaction
volume in 2023.
- For context, every 100 basis point
increase in mortgage interest rate
decrease “buying power” by
~
15%
—
meaning prospective buyers can no
longer afford to purchase more
expensive homes.
- Rates appear to have peaked in
November 2023 and are beginning to
decline as the Fed signals a potential
transition to rate cuts in 2024.
Average Rate for Conforming 30-Year Fixed Rate Mortgage, 1991-2023
Source: Freddie Mac
Thomvest Ventures Research
Great Recession, 2007—2009
COVID-19 Pandemic, Q2 2020—2022
AFFORDABILITY
Housing affordability
has plummeted in 2023,
driven by rising
mortgage rates
- While home prices have increased,
mortgage costs as a percentage of
household income actually declined
relative to Great Recession levels.
- Mortgage costs relative to median
income dropped below 15% in 2020,
driven by declining mortgage rates, but
have since nearly doubled to 28.5%.
- Since then, housing affordability has
plummeted to its lowest point in at least
15 years, with many of the country’s most
affordable cities pulled into the crisis.
15%
20%
25%
30%
Q
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23.9% in Q3 2006
14.8% in Q4 2020
28.5% in Q3 2023
Source: National Association of Realtors
Thomvest Ventures Research
U.S. Mortgage Affordability, 1990-2023 (Median Mortgage Payment as a % of Median Income)
Great Recession, 2007—2009
COVID-19 Pandemic, Q2 2020—2022
AFFORDABILITY
Median Home Values & Appreciation by Market, 2019-2023 (In Thousands USD)
Source: Zillow Home Value Index
Home values across
every major U.S. city are
up meaningfully since
2019
- Home values across the U.S. are up a
staggering 49% between January 2019
and November 2023.
- Some markets have experienced even
more pronounced growth, including
Phoenix, AZ (up 64%), Miami, FL (up
64%) and Charlotte, NC (up 65%).
- Rising mortgage interest rates have
tapered home price appreciation across
most markets in 2023; cities like Austin,
TX and Boise, ID are experiencing
declining home prices (down 9.2% and
4.3%, respectively, in 2023).
Thomvest Ventures Research
AFFORDABILITY
$300
$400
$500
$600
Phoenix, AZ
2020 2021 2022 2023
+14.7% +29.4% +6.1% -2.9%
2020 2021 2022 2023
+12.4% +35.3% +4.3% -9.2%
Austin, TX
2020 2021 2022 2023
+7.7% +20.0% +14.1% -1.5%
Charlotte, NC
2020 2021 2022 2023
+11.8% +22.4% +12.8% +1.1%
$300
$400
$500
$600
Boise, ID
2020 2021 2022 2023
+20.0% +32.5% -2.5% -4.3%
Miami, FL
2020 2021 2022 2023
+7.4% +18.1% +19.4% +5.9%
Las Vegas, NV
2020 2021 2022 2023
+6.0% +22.9% +9.5% -3.2%
Denver, CO
2020 2021 2022 2023
+8.6% +17.2% +6.4% -0.7%
Dallas, TX
$448K $455K
$366K $369K
$453K $473K
$567K
$300
$400
$500
$600
Atlanta, GA
2020 2021 2022 2023
+9.9% +22.1% +13.0% +1.7%
Nashville, TN
2020 2021 2022 2023
+8.5% +21.2% +13.0% -1.1%
Washington, DC
2020 2021 2022 2023
+8.3% +9.0% +4.5% +3.0%
Chicago, IL
2020 2021 2022 2023
+6.0% +10.0% +6.1% +5.1%
$372K
$429K
$405K
$540K
$303K
Pittsburgh, PA
Cleveland, OH
St. Louis, MO
Cincinnati, OH
Oklahoma City, OK
Louisville, KY
Minneapolis, MN
Kansas City, MO
Hartford, CT
Columbus, OH
Indianapolis, IN
Chicago, IL
Baltimore, MD
New Orleans, LA
Virginia Beach, VA
Detroit, MI
Memphis, TN
Dallas, TX
Houston, TX
Richmond, VA
Atlanta, GA
San Antonio, TX
25% 50% 75% 100% 125% 150% 175%
Source: National Association of Realtors
Thomvest Ventures Research
Ratio of Area Median Income to Income Requirement for Median Home — Top 50 MSAs
Affordability challenges
have impacted many
regions in the U.S. as
wages growth lags HPA
- 43% of MSAs across the U.S. are
considered unaffordable to median
households within the MSA.
- For example, the median income in the
Pittsburgh, PA metropolitan area is
$101,900 and the income required to
purchase a median-priced home is
$82,600
—
implying that typical
households in this MSA can still afford
homes.
- Conversely, the median income in the
San Jose, CA metropolitan area is
$178,800, but the income required to
purchase a median-priced home is
$482,000
—
implying a severe
affordability crisis in the MSA.
- This analysis factors in the median
price of homes across each MSA as
well as prevailing mortgage rates to
determine minimum income needed to
purchase a home.
Charlotte, NC
Jacksonville, FL
Providence, RI
Philadelphia, PA
Tampa, FL
Phoenix, AZ
Sacramento, CA
Seattle, WA
Orlando, FL
Portland, WA
Salt Lake City, UT
Denver, CO
Boston, MA
Las Vegas, NV
Riverside, CA
New York, NY
San Francisco, CA
Miami, FL
San Diego, CA
Los Angeles, CA
Orange County, CA
San Jose, CA
25% 50% 75% 100%
Most Affordable MSAs Least Affordable MSAs
Median income
households can
afford a median-
priced home.
Median income
households can not
afford a median-
priced home.
AFFORDABILITY
0.5M
1.0M
1.5M
2.0M
2.5M
J
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2.17M Listings in May 2012
1.04M Listings in Nov. 2023
Source: Red
fi
n
Thomvest Ventures Research
For Sale Housing Inventory by Month, 2012-2023 (In Millions)
Homes available for sale
are at multi-year lows,
exacerbating housing
supply issues
- The number of homes for sale in the
U.S. reached a multi-decade low in
2021, driven by the rapid pace of
existing home sales combined with the
limited inventory of newly constructed
homes.
- Listing growth has been impacted by
rising interest rates, as many existing
home owners opt to stay in their
homes in order to preserve their low
interest mortgages.
- Listings are up modestly in 2023,
however remain low relative to
historical standards.
SUPPLY
COVID-19 Pandemic, Q2 2020—2022
4M
5M
6M
7M
8M
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023
6.6M Run-Rate Jan 2021
3.8M Run-Rate Oct 2023
Source: National Association of Realtors
Thomvest Ventures Research
U.S. Existing Home Sales Run-Rate, 2000-2023 (Annualized Sales by Month)
Home sales have fallen
rapidly in 2023 in
response to rising
mortgage rates
- The crux of the issue is that there are
still not enough homes available for
sale, as many homeowners are
reluctant to sell (driven by the
mortgage lock-in effect).
- New supply continues to lag demand,
with the gap between single-family
home constructions and the number of
households formed growing to 6.5
million homes in 2022, according to
Realtor.com.
- NAR predicts 4.71 million existing-
home sales in 2024, up 13.5% from 4.1
million anticipated home sales in 2023.
SUPPLY
Great Recession, 2007—2009
COVID-19 Pandemic, Q2 2020—2022
500
1,000
1,500
2,000
2,500
1981 1983 1985 1987 1989 1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011 2013 2015 2017 2019 2021 2023
New construction starts
have yet to recover
following the Great
Recession
- Lack of new housing supply is a major
contributor to home price appreciation
— housing completions have trailed
household growth in every year since
following the Great Recession.
- 12.3 million U.S. households were formed
from January 2012 to June 2021; however,
just 7 million new single-family homes
were built during that time.
- Construction starts accelerated during
the pandemic in response to record
housing demand; however starts in 2023
are projected to decline slightly, due in
part to rising construction costs and
interest rates.
1.26M
Average Annual Starts
2013-2023
1.79M
Average Annual Starts
2000-2006
Annual U.S. Housing Construction Starts, 1980-2023 (In Thousands of Units)
Source: Federal Reserve Bank of St. Louis
Thomvest Ventures Research
2.1M
2005
SUPPLY
1.4M
2023
II. U.S. Mortgage Activity
Thomvest Ventures Research 2023 Housing Market Health Check
150
200
250
300
350
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
2023 2022 2021 2020 2019 2018 2017
MORTGAGE ACTIVITY
Mortgage purchase
applications are down
meaningful in 2023,
driven by rising rates
- The MBA Purchase Index includes all
mortgages applications for the
purchase of a single-family home. It
covers the entire market, both
conventional and government loans,
and all products.
- The index tracks the number of
mortgage applications for the
purchase of a home — which fell below
150 in 2023, a multi-decade low.
Monthly U.S. Purchase Mortgage Index by Year, 2017-2023
Source: Mortgage Bankers Association
Thomvest Ventures Research
2023
2022
2021
2020
2018
2019
2017
$300B
$600B
$900B
$1,200B
$1,500B
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$1.06T in Q3 2003
$1.22T in Q2 2021
$386B in Q3 2022
Source: New York Fed Consumer Credit Panel/Equifax
Thomvest Ventures Research
Quarterly U.S. Mortgage Originations, 2003-2023 (In Billions USD)
Mortgage origination
volume plummeted in
2023 due to record
interest rate growth
- Mortgage originations spiked in the
years preceding the Great Recession,
driven by relaxed credit standards and
an active housing market.
- In Q2 2021, origination volume reached
a record level of $1.22T, surpassing
volumes seen prior to the Great
Recession.
- Originations dropped meaningfully in
2023 driven by a steep rise in
mortgage interest rates
—
Fannie Mae
forecasts $1.5 trillion in origination
volume this year.
Great Recession, 2007—2009
COVID-19 Pandemic, Q2 2020—2022
MORTGAGE ACTIVITY
$300B
$600B
$900B
$1,200B
$1,500B
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<620 620-659 660-719 720-759 760+
15%
30%
45%
60%
75%
% Originations 760+
Source: New York Fed Consumer Credit Panel/Equifax
Thomvest Ventures Research
Quarterly U.S. Mortgage Originations by Credit Score, 2003-2023 (In Billions USD)
MORTGAGE ACCESS
Mortgage originations
have largely shifted to
borrowers with strong
credit scores
- Prior to the Great Recession, only
20%
-
30% of mortgage originations
were to borrowers with credit scores
760 or higher.
- During the post-pandemic refinance
boom, mortgage originations were
primarily being completed by
borrowers with excellent credit
—
73%
of originations in Q1 2021 were to 760
+
credit score borrowers.
- Median credit scores at origination
have remaining meaningfully above
historic norms in 2023.
Credit availability has
continued to decline in
2023, indicating tighter
lending standards
- The Mortgage Credit Availability Index
is calculated using several factors
related to borrower eligibility (credit
score, loan type, loan-to-value ratio,
etc.).
- Credit availability spiked prior to the
Great Recession, and declined sharply
due to regulatory changes, as well as
updates to bank underwriting policies.
- The Credit Availability Index dropped
sharply in March 2020, as a result of
tightening credit standards during the
COVID
-
19 pandemic.
- The Index has tightened even further
in 2023 as GSEs have pulled back from
the mortgage markets.
MORTGAGE ACCESS
200
400
600
800
1000
2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023
98.2 in Oct. 2023
Peak of 868.7 in June 2006
Mortgage Credit Availability Index, 2004-2023
Source: Mortgage Bankers Association
Thomvest Ventures Research
Great Recession, 2007—2009
COVID-19 Pandemic, Q2 2020—2022
MORTGAGE ACTIVITY
Mortgage originations
declined meaningfully in
2023, but are forecasted
to rise in 2024 and 2025
- In 2024, Fannie Mae forecasts modest
growth in purchase and refinance
originations, driven by declining
interest rates and an increase in for
sale housing supply.
- “Single-family home sales likely
bottomed out in Q4 2023 and, due to
the recent pullback in mortgage rates,
are expected to begin a slow but
meaningful recovery over the course of
the next year, alongside upward-
trending mortgage origination activity”,
according to commentary from the
Fannie Mae Economic and Strategic
Research
(
ESR
)
Group.
- Purchase origination volume is
expected to increase 12.7% in 2024
and 12.8% in 2025.
Mortgage Origination Volume by Year — Purchase & Re
fi
nance Volume
Source: Fannie Mae December 2023 Forecast
Thomvest Ventures Research
$1.0T
$2.0T
$3.0T
2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
Purchase Origination
$1.0T
$2.0T
$3.0T
2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
Re
fi
nance Origination
$1.28T
$1.44T
$1.62T
$252B
$451B
$686B
-22.2% +12.7% +12.8%
-65.5% +79.0% +52.1%
1%
2%
3%
4%
5%
6%
7%
8%
9%
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LOAN PERFORMANCE
Delinquency rates for
mortgages and home
equity loans remain near
historic lows
- Following the Great Recession,
mortgage delinquency rates have
stayed low by historical standards.
- 90 days or more delinquency rate for
Q3 2023 was 0.72%
- Mortgage forbearance programs have
suppressed delinquencies by allowing
borrowers impacted by COVID
-
19 to
defer payment for a period of time.
New Seriously Delinquent (90+ Days) Balances by Loan Type, 2003-2023 (Percent of Balance)
Source: New York Fed Consumer Credit Panel/Equifax
Thomvest Ventures Research
Home Equity
Mortgage
0.7% in Q3 2022
Great Recession, 2007—2009
COVID-19 Pandemic, Q2 2020—2022
15%
30%
45%
60%
75%
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LOAN PERFORMANCE
Mortgages in various
stages of delinquency
are recovering at
historically high rates
- Only 13.5% of delinquent accounts
(
30
-
60 days DQ
)
are transitioning to
90
+
day delinquency, as of Q3 2023
—
below historical norms.
- During the peak of the Great
Recession, about 44% of delinquent
accounts transitioned to 90
+
days
delinquent.
Quarterly Transition Rates for 30-60 Day Late Mortgage Accounts (Percent of Accounts)
Source: New York Fed Consumer Credit Panel/Equifax
Thomvest Ventures Research
To 90+ Days Late
To Current
13.6% in Q3 2023
Great Recession, 2007—2009
COVID-19 Pandemic, Q2 2020—2022
100
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LOAN PERFORMANCE
The number of U.S.
foreclosures and
bankruptcies is down
meaningfully since GFC
- Approximately 36 thousand home
owners had a new foreclosure notation
added to their credit reports in Q3
2023.
- Foreclosures have risen slightly since
2022, but remain very low by historical
standards, indicating continued
strength in the owner-occupied
segment of the housing market.
Number of New Foreclosures and Bankruptcies, 2003-2023 (In Thousands)
Source: New York Fed Consumer Credit Panel/Equifax
Thomvest Ventures Research
Great Recession, 2007—2009
COVID-19 Pandemic, Q2 2020—2022
New Bankruptcies
New Foreclosures
36K
116K
Additional Real Estate Research from Thomvest Ventures
Thomvest Ventures Research blog.thomvest.com
Behind the Surge: Exploring the Factors
Driving Mortgage Rates & Housing Demand
Published October 2023
Our research explores the factors driving the surge in mortgage
rates and cooling housing demand, including Federal Reserve
policy shifts, demand dynamics among major mortgage-backed
securities holders, and duration risk exposure. The analysis
su
gg
ests spreads may widen further as these dynamics persist,
impacting housing affordability.
→ READ MORE
Market Map: The Emerging Technology
Opportunity in Single-Family Rentals
Published May 2023
This article provides an overview of the growing single-family
rental (SFR) housing market, highlights key technology
companies operating across the SFR ownership lifecycle, and
discusses emerging opportunities like build-to-rent platforms as
demand for rental housing persists.
→ READ MORE
Market Map: 275+ Real Estate Technology
Companies Transforming Housing
Published October 2022
Our annual real estate technology market map tracks startups
operating across every phase of the home purchase value chain.
These companies have collectively raised more than $35B in
venture capital, and range from seed stage businesses to public
companies.
→ READ MORE
Startups Building at the Intersection of Real
Estate and AI — Four Early Use Cases
Published March 2023
Our research explores four emerging use cases for arti
fi
cial
intelligence (speci
fi
cally large language models) across the real
estate industry. These use cases including property valuation,
automating areas of property management like leasing, mortgage
processes, and using generative AI to improve architectural
design and construction.
→ READ MORE
A Deep Dive on WeWork
Published February 2023
We analyze WeWork, which underwent major restructuring and
turnaround effort focused on right-sizing expenses, exiting
underperforming locations, and positioning itself to bene
fi
t from
increased demand for
fl
exible of
fi
ce space in a post-pandemic
world.
→ READ MORE
The Appraisal: A Newsletter Covering Public
Real Estate Technology Companies
Recurring Publication
The Appraisal tracks the performance of publicly traded real
estate technology companies. The newsletter includes covers
broader insights across the real estate, mortgage, and venture
capital ecosystems.
→ READ MORE

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Thomvest Housing Market Overview_Dec 2023_FINAL.pdf

  • 1. 2023 U.S. Housing Market Health Check Key economic indicators in America’s residential real estate market Thomvest Ventures Research December 2023 Prepared by Nima Wedlake
  • 2. I. Housing Supply, Demand & Affordability Thomvest Ventures Research 2023 Housing Market Health Check
  • 3. Case-Shiller U.S. National Home Price Index, 1990-2023 Source: S&P Dow Jones Indices LLC 50 100 150 200 250 300 350 1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011 2013 2015 2017 2019 2021 2023 184.6 July ’06 19% CAGR 12% CAGR 311.5 Aug ’23 The National Home Price Index has far exceeded pre-Great Recession levels - The Shiller Index continues to rise in 2023 despite decades-high mortgage interest rates; between 2019 and 2023 the Shiller Index is up 50%+. - Despite rising interest rates, existing- home sales prices grew in nearly every measured metro area in 2023. Compared to a year ago, the national median single- family existing-home price rose about 3.5%. Great Recession, 2007—2009 COVID-19 Pandemic, Q2 2020—2022 Thomvest Ventures Research AFFORDABILITY
  • 4. 1% 2% 3% 4% 5% 6% 7% 8% 9% 10% 1 9 9 1 1 9 9 3 1 9 9 5 1 9 9 7 1 9 9 9 2 0 0 1 2 0 0 3 2 0 0 5 2 0 0 7 2 0 0 9 2 0 1 1 2 0 1 3 2 0 1 5 2 0 1 7 2 0 1 9 2 0 2 1 2 0 2 3 7.6% in Nov 2023 6.6% in June 2007 2.7% in Dec 2020 Mortgages rates have swung meaningfully upwards in 2023, reaching nearly 8% - This rise in interest rates has impacted home affordability and transaction volume in 2023. - For context, every 100 basis point increase in mortgage interest rate decrease “buying power” by ~ 15% — meaning prospective buyers can no longer afford to purchase more expensive homes. - Rates appear to have peaked in November 2023 and are beginning to decline as the Fed signals a potential transition to rate cuts in 2024. Average Rate for Conforming 30-Year Fixed Rate Mortgage, 1991-2023 Source: Freddie Mac Thomvest Ventures Research Great Recession, 2007—2009 COVID-19 Pandemic, Q2 2020—2022 AFFORDABILITY
  • 5. Housing affordability has plummeted in 2023, driven by rising mortgage rates - While home prices have increased, mortgage costs as a percentage of household income actually declined relative to Great Recession levels. - Mortgage costs relative to median income dropped below 15% in 2020, driven by declining mortgage rates, but have since nearly doubled to 28.5%. - Since then, housing affordability has plummeted to its lowest point in at least 15 years, with many of the country’s most affordable cities pulled into the crisis. 15% 20% 25% 30% Q 3 1 9 9 0 Q 3 1 9 9 2 Q 3 1 9 9 4 Q 3 1 9 9 6 Q 3 1 9 9 8 Q 3 2 0 0 0 Q 3 2 0 0 2 Q 3 2 0 0 4 Q 3 2 0 0 6 Q 3 2 0 0 8 Q 3 2 0 1 0 Q 3 2 0 1 2 Q 3 2 0 1 4 Q 3 2 0 1 6 Q 3 2 0 1 8 Q 3 2 0 2 0 Q 3 2 0 2 2 Q 3 2 0 2 3 23.9% in Q3 2006 14.8% in Q4 2020 28.5% in Q3 2023 Source: National Association of Realtors Thomvest Ventures Research U.S. Mortgage Affordability, 1990-2023 (Median Mortgage Payment as a % of Median Income) Great Recession, 2007—2009 COVID-19 Pandemic, Q2 2020—2022 AFFORDABILITY
  • 6. Median Home Values & Appreciation by Market, 2019-2023 (In Thousands USD) Source: Zillow Home Value Index Home values across every major U.S. city are up meaningfully since 2019 - Home values across the U.S. are up a staggering 49% between January 2019 and November 2023. - Some markets have experienced even more pronounced growth, including Phoenix, AZ (up 64%), Miami, FL (up 64%) and Charlotte, NC (up 65%). - Rising mortgage interest rates have tapered home price appreciation across most markets in 2023; cities like Austin, TX and Boise, ID are experiencing declining home prices (down 9.2% and 4.3%, respectively, in 2023). Thomvest Ventures Research AFFORDABILITY $300 $400 $500 $600 Phoenix, AZ 2020 2021 2022 2023 +14.7% +29.4% +6.1% -2.9% 2020 2021 2022 2023 +12.4% +35.3% +4.3% -9.2% Austin, TX 2020 2021 2022 2023 +7.7% +20.0% +14.1% -1.5% Charlotte, NC 2020 2021 2022 2023 +11.8% +22.4% +12.8% +1.1% $300 $400 $500 $600 Boise, ID 2020 2021 2022 2023 +20.0% +32.5% -2.5% -4.3% Miami, FL 2020 2021 2022 2023 +7.4% +18.1% +19.4% +5.9% Las Vegas, NV 2020 2021 2022 2023 +6.0% +22.9% +9.5% -3.2% Denver, CO 2020 2021 2022 2023 +8.6% +17.2% +6.4% -0.7% Dallas, TX $448K $455K $366K $369K $453K $473K $567K $300 $400 $500 $600 Atlanta, GA 2020 2021 2022 2023 +9.9% +22.1% +13.0% +1.7% Nashville, TN 2020 2021 2022 2023 +8.5% +21.2% +13.0% -1.1% Washington, DC 2020 2021 2022 2023 +8.3% +9.0% +4.5% +3.0% Chicago, IL 2020 2021 2022 2023 +6.0% +10.0% +6.1% +5.1% $372K $429K $405K $540K $303K
  • 7. Pittsburgh, PA Cleveland, OH St. Louis, MO Cincinnati, OH Oklahoma City, OK Louisville, KY Minneapolis, MN Kansas City, MO Hartford, CT Columbus, OH Indianapolis, IN Chicago, IL Baltimore, MD New Orleans, LA Virginia Beach, VA Detroit, MI Memphis, TN Dallas, TX Houston, TX Richmond, VA Atlanta, GA San Antonio, TX 25% 50% 75% 100% 125% 150% 175% Source: National Association of Realtors Thomvest Ventures Research Ratio of Area Median Income to Income Requirement for Median Home — Top 50 MSAs Affordability challenges have impacted many regions in the U.S. as wages growth lags HPA - 43% of MSAs across the U.S. are considered unaffordable to median households within the MSA. - For example, the median income in the Pittsburgh, PA metropolitan area is $101,900 and the income required to purchase a median-priced home is $82,600 — implying that typical households in this MSA can still afford homes. - Conversely, the median income in the San Jose, CA metropolitan area is $178,800, but the income required to purchase a median-priced home is $482,000 — implying a severe affordability crisis in the MSA. - This analysis factors in the median price of homes across each MSA as well as prevailing mortgage rates to determine minimum income needed to purchase a home. Charlotte, NC Jacksonville, FL Providence, RI Philadelphia, PA Tampa, FL Phoenix, AZ Sacramento, CA Seattle, WA Orlando, FL Portland, WA Salt Lake City, UT Denver, CO Boston, MA Las Vegas, NV Riverside, CA New York, NY San Francisco, CA Miami, FL San Diego, CA Los Angeles, CA Orange County, CA San Jose, CA 25% 50% 75% 100% Most Affordable MSAs Least Affordable MSAs Median income households can afford a median- priced home. Median income households can not afford a median- priced home. AFFORDABILITY
  • 8. 0.5M 1.0M 1.5M 2.0M 2.5M J u l 2 0 1 2 J a n 2 0 1 3 J u l 2 0 1 3 J a n 2 0 1 4 J u l 2 0 1 4 J a n 2 0 1 5 J u l 2 0 1 5 J a n 2 0 1 6 J u l 2 0 1 6 J a n 2 0 1 7 J u l 2 0 1 7 J a n 2 0 1 8 J u l 2 0 1 8 J a n 2 0 1 9 J u l 2 0 1 9 J a n 2 0 2 0 J u l 2 0 2 0 J a n 2 0 2 1 J u l 2 0 2 1 J a n 2 0 2 2 J u l 2 0 2 2 J a n 2 0 2 3 J u l 2 0 2 3 2.17M Listings in May 2012 1.04M Listings in Nov. 2023 Source: Red fi n Thomvest Ventures Research For Sale Housing Inventory by Month, 2012-2023 (In Millions) Homes available for sale are at multi-year lows, exacerbating housing supply issues - The number of homes for sale in the U.S. reached a multi-decade low in 2021, driven by the rapid pace of existing home sales combined with the limited inventory of newly constructed homes. - Listing growth has been impacted by rising interest rates, as many existing home owners opt to stay in their homes in order to preserve their low interest mortgages. - Listings are up modestly in 2023, however remain low relative to historical standards. SUPPLY COVID-19 Pandemic, Q2 2020—2022
  • 9. 4M 5M 6M 7M 8M 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 6.6M Run-Rate Jan 2021 3.8M Run-Rate Oct 2023 Source: National Association of Realtors Thomvest Ventures Research U.S. Existing Home Sales Run-Rate, 2000-2023 (Annualized Sales by Month) Home sales have fallen rapidly in 2023 in response to rising mortgage rates - The crux of the issue is that there are still not enough homes available for sale, as many homeowners are reluctant to sell (driven by the mortgage lock-in effect). - New supply continues to lag demand, with the gap between single-family home constructions and the number of households formed growing to 6.5 million homes in 2022, according to Realtor.com. - NAR predicts 4.71 million existing- home sales in 2024, up 13.5% from 4.1 million anticipated home sales in 2023. SUPPLY Great Recession, 2007—2009 COVID-19 Pandemic, Q2 2020—2022
  • 10. 500 1,000 1,500 2,000 2,500 1981 1983 1985 1987 1989 1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011 2013 2015 2017 2019 2021 2023 New construction starts have yet to recover following the Great Recession - Lack of new housing supply is a major contributor to home price appreciation — housing completions have trailed household growth in every year since following the Great Recession. - 12.3 million U.S. households were formed from January 2012 to June 2021; however, just 7 million new single-family homes were built during that time. - Construction starts accelerated during the pandemic in response to record housing demand; however starts in 2023 are projected to decline slightly, due in part to rising construction costs and interest rates. 1.26M Average Annual Starts 2013-2023 1.79M Average Annual Starts 2000-2006 Annual U.S. Housing Construction Starts, 1980-2023 (In Thousands of Units) Source: Federal Reserve Bank of St. Louis Thomvest Ventures Research 2.1M 2005 SUPPLY 1.4M 2023
  • 11. II. U.S. Mortgage Activity Thomvest Ventures Research 2023 Housing Market Health Check
  • 12. 150 200 250 300 350 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec 2023 2022 2021 2020 2019 2018 2017 MORTGAGE ACTIVITY Mortgage purchase applications are down meaningful in 2023, driven by rising rates - The MBA Purchase Index includes all mortgages applications for the purchase of a single-family home. It covers the entire market, both conventional and government loans, and all products. - The index tracks the number of mortgage applications for the purchase of a home — which fell below 150 in 2023, a multi-decade low. Monthly U.S. Purchase Mortgage Index by Year, 2017-2023 Source: Mortgage Bankers Association Thomvest Ventures Research 2023 2022 2021 2020 2018 2019 2017
  • 13. $300B $600B $900B $1,200B $1,500B Q 3 2 0 0 3 Q 3 2 0 0 4 Q 3 2 0 0 5 Q 3 2 0 0 6 Q 3 2 0 0 7 Q 3 2 0 0 8 Q 3 2 0 0 9 Q 3 2 0 1 0 Q 3 2 0 1 1 Q 3 2 0 1 2 Q 3 2 0 1 3 Q 3 2 0 1 4 Q 3 2 0 1 5 Q 3 2 0 1 6 Q 3 2 0 1 7 Q 3 2 0 1 8 Q 3 2 0 1 9 Q 3 2 0 2 0 Q 3 2 0 2 1 Q 3 2 0 2 2 Q 3 2 0 2 3 $1.06T in Q3 2003 $1.22T in Q2 2021 $386B in Q3 2022 Source: New York Fed Consumer Credit Panel/Equifax Thomvest Ventures Research Quarterly U.S. Mortgage Originations, 2003-2023 (In Billions USD) Mortgage origination volume plummeted in 2023 due to record interest rate growth - Mortgage originations spiked in the years preceding the Great Recession, driven by relaxed credit standards and an active housing market. - In Q2 2021, origination volume reached a record level of $1.22T, surpassing volumes seen prior to the Great Recession. - Originations dropped meaningfully in 2023 driven by a steep rise in mortgage interest rates — Fannie Mae forecasts $1.5 trillion in origination volume this year. Great Recession, 2007—2009 COVID-19 Pandemic, Q2 2020—2022 MORTGAGE ACTIVITY
  • 14. $300B $600B $900B $1,200B $1,500B Q 3 2 0 0 3 Q 3 2 0 0 4 Q 3 2 0 0 5 Q 3 2 0 0 6 Q 3 2 0 0 7 Q 3 2 0 0 8 Q 3 2 0 0 9 Q 3 2 0 1 0 Q 3 2 0 1 1 Q 3 2 0 1 2 Q 3 2 0 1 3 Q 3 2 0 1 4 Q 3 2 0 1 5 Q 3 2 0 1 6 Q 3 2 0 1 7 Q 3 2 0 1 8 Q 3 2 0 1 9 Q 3 2 0 2 0 Q 3 2 0 2 1 Q 3 2 0 2 2 Q 3 2 0 2 3 <620 620-659 660-719 720-759 760+ 15% 30% 45% 60% 75% % Originations 760+ Source: New York Fed Consumer Credit Panel/Equifax Thomvest Ventures Research Quarterly U.S. Mortgage Originations by Credit Score, 2003-2023 (In Billions USD) MORTGAGE ACCESS Mortgage originations have largely shifted to borrowers with strong credit scores - Prior to the Great Recession, only 20% - 30% of mortgage originations were to borrowers with credit scores 760 or higher. - During the post-pandemic refinance boom, mortgage originations were primarily being completed by borrowers with excellent credit — 73% of originations in Q1 2021 were to 760 + credit score borrowers. - Median credit scores at origination have remaining meaningfully above historic norms in 2023.
  • 15. Credit availability has continued to decline in 2023, indicating tighter lending standards - The Mortgage Credit Availability Index is calculated using several factors related to borrower eligibility (credit score, loan type, loan-to-value ratio, etc.). - Credit availability spiked prior to the Great Recession, and declined sharply due to regulatory changes, as well as updates to bank underwriting policies. - The Credit Availability Index dropped sharply in March 2020, as a result of tightening credit standards during the COVID - 19 pandemic. - The Index has tightened even further in 2023 as GSEs have pulled back from the mortgage markets. MORTGAGE ACCESS 200 400 600 800 1000 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 98.2 in Oct. 2023 Peak of 868.7 in June 2006 Mortgage Credit Availability Index, 2004-2023 Source: Mortgage Bankers Association Thomvest Ventures Research Great Recession, 2007—2009 COVID-19 Pandemic, Q2 2020—2022
  • 16. MORTGAGE ACTIVITY Mortgage originations declined meaningfully in 2023, but are forecasted to rise in 2024 and 2025 - In 2024, Fannie Mae forecasts modest growth in purchase and refinance originations, driven by declining interest rates and an increase in for sale housing supply. - “Single-family home sales likely bottomed out in Q4 2023 and, due to the recent pullback in mortgage rates, are expected to begin a slow but meaningful recovery over the course of the next year, alongside upward- trending mortgage origination activity”, according to commentary from the Fannie Mae Economic and Strategic Research ( ESR ) Group. - Purchase origination volume is expected to increase 12.7% in 2024 and 12.8% in 2025. Mortgage Origination Volume by Year — Purchase & Re fi nance Volume Source: Fannie Mae December 2023 Forecast Thomvest Ventures Research $1.0T $2.0T $3.0T 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 Purchase Origination $1.0T $2.0T $3.0T 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 Re fi nance Origination $1.28T $1.44T $1.62T $252B $451B $686B -22.2% +12.7% +12.8% -65.5% +79.0% +52.1%
  • 17. 1% 2% 3% 4% 5% 6% 7% 8% 9% Q 3 2 0 0 3 Q 3 2 0 0 4 Q 3 2 0 0 5 Q 3 2 0 0 6 Q 3 2 0 0 7 Q 3 2 0 0 8 Q 3 2 0 0 9 Q 3 2 0 1 0 Q 3 2 0 1 1 Q 3 2 0 1 2 Q 3 2 0 1 3 Q 3 2 0 1 4 Q 3 2 0 1 5 Q 3 2 0 1 6 Q 3 2 0 1 7 Q 3 2 0 1 8 Q 3 2 0 1 9 Q 3 2 0 2 0 Q 3 2 0 2 1 Q 3 2 0 2 2 Q 3 2 0 2 3 LOAN PERFORMANCE Delinquency rates for mortgages and home equity loans remain near historic lows - Following the Great Recession, mortgage delinquency rates have stayed low by historical standards. - 90 days or more delinquency rate for Q3 2023 was 0.72% - Mortgage forbearance programs have suppressed delinquencies by allowing borrowers impacted by COVID - 19 to defer payment for a period of time. New Seriously Delinquent (90+ Days) Balances by Loan Type, 2003-2023 (Percent of Balance) Source: New York Fed Consumer Credit Panel/Equifax Thomvest Ventures Research Home Equity Mortgage 0.7% in Q3 2022 Great Recession, 2007—2009 COVID-19 Pandemic, Q2 2020—2022
  • 18. 15% 30% 45% 60% 75% Q 3 2 0 0 3 Q 3 2 0 0 4 Q 3 2 0 0 5 Q 3 2 0 0 6 Q 3 2 0 0 7 Q 3 2 0 0 8 Q 3 2 0 0 9 Q 3 2 0 1 0 Q 3 2 0 1 1 Q 3 2 0 1 2 Q 3 2 0 1 3 Q 3 2 0 1 4 Q 3 2 0 1 5 Q 3 2 0 1 6 Q 3 2 0 1 7 Q 3 2 0 1 8 Q 3 2 0 1 9 Q 3 2 0 2 0 Q 3 2 0 2 1 Q 3 2 0 2 2 Q 3 2 0 2 3 LOAN PERFORMANCE Mortgages in various stages of delinquency are recovering at historically high rates - Only 13.5% of delinquent accounts ( 30 - 60 days DQ ) are transitioning to 90 + day delinquency, as of Q3 2023 — below historical norms. - During the peak of the Great Recession, about 44% of delinquent accounts transitioned to 90 + days delinquent. Quarterly Transition Rates for 30-60 Day Late Mortgage Accounts (Percent of Accounts) Source: New York Fed Consumer Credit Panel/Equifax Thomvest Ventures Research To 90+ Days Late To Current 13.6% in Q3 2023 Great Recession, 2007—2009 COVID-19 Pandemic, Q2 2020—2022
  • 19. 100 200 300 400 500 600 700 Q 3 2 0 0 6 Q 3 2 0 0 7 Q 3 2 0 0 8 Q 3 2 0 0 9 Q 3 2 0 1 0 Q 3 2 0 1 1 Q 3 2 0 1 2 Q 3 2 0 1 3 Q 3 2 0 1 4 Q 3 2 0 1 5 Q 3 2 0 1 6 Q 3 2 0 1 7 Q 3 2 0 1 8 Q 3 2 0 1 9 Q 3 2 0 2 0 Q 3 2 0 2 1 Q 3 2 0 2 2 Q 3 2 0 2 3 LOAN PERFORMANCE The number of U.S. foreclosures and bankruptcies is down meaningfully since GFC - Approximately 36 thousand home owners had a new foreclosure notation added to their credit reports in Q3 2023. - Foreclosures have risen slightly since 2022, but remain very low by historical standards, indicating continued strength in the owner-occupied segment of the housing market. Number of New Foreclosures and Bankruptcies, 2003-2023 (In Thousands) Source: New York Fed Consumer Credit Panel/Equifax Thomvest Ventures Research Great Recession, 2007—2009 COVID-19 Pandemic, Q2 2020—2022 New Bankruptcies New Foreclosures 36K 116K
  • 20. Additional Real Estate Research from Thomvest Ventures Thomvest Ventures Research blog.thomvest.com Behind the Surge: Exploring the Factors Driving Mortgage Rates & Housing Demand Published October 2023 Our research explores the factors driving the surge in mortgage rates and cooling housing demand, including Federal Reserve policy shifts, demand dynamics among major mortgage-backed securities holders, and duration risk exposure. The analysis su gg ests spreads may widen further as these dynamics persist, impacting housing affordability. → READ MORE Market Map: The Emerging Technology Opportunity in Single-Family Rentals Published May 2023 This article provides an overview of the growing single-family rental (SFR) housing market, highlights key technology companies operating across the SFR ownership lifecycle, and discusses emerging opportunities like build-to-rent platforms as demand for rental housing persists. → READ MORE Market Map: 275+ Real Estate Technology Companies Transforming Housing Published October 2022 Our annual real estate technology market map tracks startups operating across every phase of the home purchase value chain. These companies have collectively raised more than $35B in venture capital, and range from seed stage businesses to public companies. → READ MORE Startups Building at the Intersection of Real Estate and AI — Four Early Use Cases Published March 2023 Our research explores four emerging use cases for arti fi cial intelligence (speci fi cally large language models) across the real estate industry. These use cases including property valuation, automating areas of property management like leasing, mortgage processes, and using generative AI to improve architectural design and construction. → READ MORE A Deep Dive on WeWork Published February 2023 We analyze WeWork, which underwent major restructuring and turnaround effort focused on right-sizing expenses, exiting underperforming locations, and positioning itself to bene fi t from increased demand for fl exible of fi ce space in a post-pandemic world. → READ MORE The Appraisal: A Newsletter Covering Public Real Estate Technology Companies Recurring Publication The Appraisal tracks the performance of publicly traded real estate technology companies. The newsletter includes covers broader insights across the real estate, mortgage, and venture capital ecosystems. → READ MORE