Jeff For Banks
A blog designed to provide an outlet for Jeff's and other unvarnished opinions on community financial institutions. Sometimes serious, other times not, Jeff's opinions are his own and may not represent the opinions of his esteemed employer.
Wednesday, September 30, 2026
Is the FDIC Summary of Deposits Pure Fiction?
Tuesday, September 22, 2026
Guest Post: Financial Markets and Economic Update for the Third Quarter 2026
Bond Vigilantes
When the bond market
leads the Federal Reserve, they usually must follow or face the wrath of the
bond vigilantes. They’re back! The Fed Funds futures markets had a 94%
chance of a rate hike at the September 16th FOMC meeting. The 2-year Treasury yield rose by 61 basis
points since the end of the second quarter; the 10-year Treasury rose by 60
basis points and exceeded 5.00% as of now.
The FOMC unanimously raised the Fed Funds rate by 25 basis points to
3.75% to 4.00%, for the first hike since July, 2023. Be careful what you wish for as the Fed
rarely stops at one single increase in Fed Funds once they start tightening.
The bond vigilantes have been protesting all quarter, but especially in September. They pushed rates up to combat inflation uncertainty, high oil ($102), gas ($4.47), and diesel ($6.44) prices because of the Ukraine war and Iran conflict (or should I call it a standoff?), and rising commodity prices (supporting the dollar). Global debt is rising as capital investment for AI and manufacturing plant buildouts increases demand for long term debt. The federal government deficit has pushed Treasury issuance up with $40 trillion+ now outstanding. Or maybe the vigilantes are just protesting Maria Bartiromo’s exit from Fox News on September 3rd.
So, bond vigilantes,
what’s next for the 10-year Treasury yield?
4.50% or 5.50%?
Inflation
With the new Fed
Chairman, Kevin Warsh, now in place, I am watching Fed news conferences
again. When asked why the Fed
projections still show it would take two years to get to the PCE goal (as I’ve
been complaining about for years), Warsh almost laughed. He simply said inflation is too high and we
must get to the 2.0% goal in a quicker, more timely fashion. At 3:00, he answered a question, snatched his
papers, and abruptly walked out.
I agree that inflation
measures year-over-year are too high, as evidenced by CPI (August) at +3.4%,
PPI (August) at +5.4%, and PCE (July) at +3.7%.
Core CPI (August) was at +2.4% (which is at the implied target), core
PPI (August) at +4.6%, and core PCE (July) at +3.3%. In the 2s for all would be infinitely better.
There are measures that are
much lower- Truflation, which is a set of indices developed in December 2021 to
replicate CPI and PCE, but digitally in real time for 13 million goods and
services on a daily basis, eliminating the survey process for thousands of
prices and delays of the standard CPI and PCE measures. As of September 18th, Truflation
y-o-y for CPI was +2.4% versus the standard CPI at +3.4% and for PCE was +2.5%
versus the delayed +3.7%. Truflation has
been under 3.0% for all of 2026. For
Bloomberg users, the ticker is TRUFUS44.
Let’s hope the Fed task force on inflation at least considers this
metric. What do you think about
Truflation?
Rogue AI
We’ve heard about several
instances of AI models breaking their containment or testing environment and
going where they should not go- to the Internet and onto companies’
websites. Open AI’s agent escaped the
test environment, got onto the Internet, and hacked the servers of Hugging
Face. Google’s Gemini hacked and
accessed three real companies’ websites by obtaining or guessing
passwords. Anthropic’s Mythos and Meta’s
Llama both broke out of their containment and Mythos uploaded malicious
software to a site. Alibaba’s AI model
found sites on the Internet and started mining cryptocurrency. What next?
It’s clearly a risk that companies and individuals must contemplate
sooner rather than later.
Some of My Favorite Economic Indicators
Leading Economic
Indicators (LEI)- The up and down pattern of 2026 continues. August’s LEI was -.1%, July was +.2%, and
June showed no change. In the past 42
months, 33 months were negative, 5 months had no change, and 4 months were
positive (all in 2026). Recent trends
are not telling us much about future growth.
The many months of downturn over the past 3.5 years didn’t tell us much
about growth either, as the LEI kept pointing to recession that never came.
Real GDP- Speaking of
growth, it’s been holding in there, with 2Q26 at +2.1% and 1Q26 at +1.5%. As far as the 3Q26 projections by the Atlanta
Fed, GDP Now stands at +5.1% as of now.
Moody’s Beige Book Index-
The most recent report for September showed 10 districts with increasing growth
and two with unchanged growth.
Philadelphia is increasing this time.
The Moody’s Beige Book index is higher again in September at 63.9,
compared to 44.4 in July and 36.1 in June.
M2 Money Supply- M2 y-o-y
growth has been solid. July was +5.4%,
June was +5.3%, May was +5.4%, and April was +4.5%. This increase in money supply is supporting
GDP growth.
Productivity- This
measure improved in 2Q26 to +1.4%, following +.8% in 1Q26. Unit labor costs were modest at +1.2% and
+1.3% in 2Q26 and 1Q26, respectively.
Productivity is at a level now that can support a portion of wage
increases.
Housing- Prices continue
to moderate on a y-o-y basis. Case
Shiller was +2.1% in June versus May of +1.6%.
FHFA for June was +2.3% versus May of +2.4%. Moody’s HPI was +1.9% in July versus June of
+2.2%. Existing home median sale prices
rose +1.6% in August.
Federal Reserve Task
Forces
“It’s been a long time
coming but I know a change is gonna come.”
Sam Cooke
Kevin Warsh is forcing
change at the Fed. Five task forces were
created to study their subjects and report back by year-end 2026 at the
latest. These task forces are: 1.
Communications (i.e. no press conferences!), 2. Balance sheet policy and
management, 3. Quality and timeliness of data sources, 4. Productivity and
costs including technology and AI, and 5. Inflation framework.
September 11th
I can clearly remember
that fateful day 25 years ago. The
feelings of dread, sadness, horror, and helplessness are still there. The feeling of deep loss remains over the
loss of my friends at Sandler O’Neill who were killed that day. They were so proud of their offices on the
104th floor of the South Tower.
Each year, on September 11th, I think of them and vow to
never forget them. They went to work
that morning and had no idea of the tragedy to come. So here goes- Stacey, Gus, Herman, Chris,
Jeff, Kevin, and Judd. And to Anthony,
who I met after the tragedy and who was not there that day, I think of you as
well. God bless you all.
Dorothy Jaworski has worked at large and small banks for over 30 years; much of that time has been spent in investment portfolio management, risk management, and financial analysis. Dorothy recently retired from Penn Community Bank where she worked since 2004. She is the author of Just Another Good Soldier, and Honoring Stephen Jaworski, which details the 11th Infantry Regiment's WWII crossing of the Moselle River where her uncle, Pfc. Stephen W. Jaworski, gave his last full measure of devotion.
Thursday, September 17, 2026
Deposits: Let's Talk
According to the Independent Community Bankers of America (ICBA), stablecoin wallets could suck $1.3 trillion, with a "T", out of the insured deposit system. Predominantly from banks. I'm thinking the ICBA would care less about deposits leaving credit unions.
The concern and the headline number is that if stablecoin becomes a widely adopted payment rail, like ACH, wires, and Visa/MC, and stablecoin issuers can offer rewards, then businesses and perhaps individuals will park more of their cash holdings in a stablecoin wallet. The other payments rails flow through banks, so the "wallets" are essentially the customer operating accounts.
Do I think the great vacuum sucking machine of deposits leaving banks for stablecoin wallets will come to fruition? Probably not, at least not at the levels projected. And the Clarity Act recently failed to pass the Senate, due in part to not closing the rewards loophole, more like a tunnel a freight train could pass through, left in the Genius Act that forbids the paying of interest to stablecoin providers but does not forbid rewards.
And bankers are beginning to adapt. The Clearing House is developing a shared, bank‑led platform for clearing and settling tokenized deposits. It is designed to keep customer funds inside regulated bank accounts while adding on‑chain speed, programmability, and 24/7 settlement. A cadre of bank trade associations are doing the same in an initiative called Bank Chain.
Even if the $1.3T is a huge miss, I think we're missing where there is titanic risk. The alternatives to bank deposits. Before I elaborate, let's look at past behaviors during different rate and pricing transparency in the recent past.
The above chart is a macro look at the spreads delivered by asset products, namely loans and investment securities, and liability products, primarily deposits, during different rate scenarios. The dotted line represents the Fed Funds Rate. The orange line, asset spreads. And the green line, liability/deposit spreads. Many of my readers know that my firm measures product profitability for community financial institutions on an outsourced basis and that is where I am getting these statistics from. Our outsourcing client averages.
In 2006, when the Fed Funds Rate was 5%-5.25%, as it was in 2023, deposit spreads actually exceeded asset spreads although deposits have negligible credit risk. At that time, there were nearly 100,000 bank branches nationwide.
Then came the Great Recession and the Fed Funds Rate fell to zero. Deposit spreads plummeted and lingered around 1% for the remainder of the zero-rate environment until the Fed started tightening in 2017. The number of bank branches plummeted to around 70,000. Why? Deposits were less profitable. Therefore branches were less profitable. And the declining number of customer visits to branches made them easy targets for consolidation. And as it turned out, there was little deposit attrition from consolidated branches.
Because customers did most of their transactions online or on mobile. No branch. No problem.
At peak Fed Funds Rate in 4Q07, average deposits per personal money market accounts were $55,000. After it went to zero, that number declined to its trough of $45,000 in 4Q08. Perhaps it was households burning through cash. But once rates went to zero and stayed there until 2017, personal money market average balances per account methodically climbed to $93,000. Why not keep it in an FDIC insured account with immediate availability if rates were minimal no matter the instrument of choice?
When rates shot up again in 2022, something different happened. At Covid's start in 1Q20, average balances per account was $94,000. Two years later, 1Q22, the average balance was $131,000. Zero rates. Government stimulus. Economic uncertainty.
Then inflation and the Fed's rapid response to try and curtail it in 2022 and 2023 by raising rates faster than at any time in recent memory. What happened to the average balances per personal money market accounts? They plummeted from its 1Q22 peak to a 3Q24 trough of $76,000 per account, a 42% decline. A similar thing happened in interest bearing retail checking accounts. Where did the money go?
The below chart shows that some flowed into CDs, as the proportion of CDs to total deposits shot up from around 15% to over 30% during the rates up period.
That would be the good news. Lower cost interest bearing checking and money market balances flowed to higher cost CDs. Still in our bank. But that isn't the whole story. Not by a long shot.
The above chart shows the Breckenridge ski lift rise of money market mutual fund assets, a clear alternative to bank accounts. Sofi Bank, a neo bank that has high yielding assets (mostly student loans) funded by high-cost deposits, grew from $155 million in deposits in 2022 when it acquired a small California bank to $47 billion in deposits today. Where did those deposits come from?
So my concern is less about where the stablecoin deposit headwind will take us, and more about where neo banks and alternatives to bank deposits will take us if we continue to manage our funding like we have done in the past. Because if we keep rates low during Fed tightening periods, people will seek alternatives, like they did in 2022-23. And they won't even call us to complain.
How will we change our funding strategy to mitigate this risk?
~ Jeff
Saturday, August 22, 2026
Key Factor Why the USA Became the World's Super Economy? Banking.
The Bank of North America came into being during the darkest years of the American Revolution. By 1781, Congress was nearly bankrupt, the Continental currency had collapsed in value, and the government lacked a reliable way to finance military operations. Robert Morris, the newly appointed Superintendent of Finance, proposed creating a national bank to stabilize public finances and support the war effort.
How did banking make the United States an economic powerhouse?
Economists often describe finance as the mechanism that moves savings from households to productive investments.
Research shows that well-developed financial systems help identify promising firms, monitor borrowers, spread risk, and fund innovation. When capital reaches the most productive users, economic growth accelerates.
1. It was unusually decentralized
For much of American history, the United States had
thousands of independent banks rather than a few large national banks.
Unlike Britain, France, or Germany, banking developed
through a highly federalized system where states often regulated banks
separately. This created intense competition but also fragmentation. Economic
historians argue that the structure of
American banking reflected political choices that distributed financial power
broadly rather than concentrating it in a handful of institutions.
2. It combined banks with exceptionally deep capital markets
One of the most distinctive features of the U.S. system was
that firms could obtain financing from both:
- banks,
- bond
markets,
- stock
markets,
- venture
investors,
- private
equity investors.
Research shows that financial
development promotes growth because it lowers the cost of external financing
and allows firms with productive opportunities to obtain capital more easily.
American entrepreneurs were often able to
raise money even when they lacked family wealth.
3. It evolved toward greater interstate integration
For much of the twentieth century, many states restricted
branch banking. When those restrictions were gradually removed, banks became
better at allocating capital across regions.
A peer-reviewed study found that states experienced faster growth in income and output after
branch banking deregulation. Importantly, the improvement came primarily from better
lending decisions, not simply more lending.
This finding is critical because it suggests that economic
growth came from directing capital toward more productive businesses.
Did banking alone contribute to the US becoming an economic superpower? No.
But we became who we are partly because our financial system became exceptionally effective at allocating capital to productive and innovative uses. Growth was driven less by the sheer quantity of lending and more by the financial system's ability to identify, fund, and monitor high-return investments. A system that requires a local decision maker to finance a Montana ranch, a nearby entrepreneur, or allow a local company to scale.
Our banking system is remarkably close to Alexander Hamilton's original vision: a financial system that could mobilize savings, create credit, and direct capital toward national economic development.
It has allocated capital effectively during our 250-year existence. It's worth perpetuating.
~ Jeff
Saturday, July 18, 2026
3 Critical Assumptions Missing From Your Financial Institution's Strategic Plan
As your institution kicks off its strategic planning cycle, navigating the noise of a turbulent geopolitical environment requires shifting away from outdated playbooks. Anchor your vision in reality. Uncertain environments demand more than reactive adjustments. They require a pro-active, stress-tested roadmap that transforms macro-economic headwinds into a competitive advantage.
Allow this video to give you some thought provoking headwinds that can change your thinking, adjust your strategy, and create a financial institution built to last.
Reach out to me so we can collaborate on translating these insights int action tailored specifically to your institution's unique history, culture, markets, and direction.
Email: jeffrey.marsico@wolfandco.com
Tuesday, June 30, 2026
Guest Post:Financial Markets and Economic Update For Second Quarter 2Q26
I start my newsletter on a sad note this quarter. On June 22nd, former Federal Reserve Chairman, Alan Greenspan, died at the age of 100. He served as Fed Chairman from August, 1987 until his term expired at the end of January, 2006. He was Fed Chairman during my formative years at Meridian Bank in Reading. He guided us through the crash of 1987, the S&L crisis of the 1980s and early 1990s, the CRE crisis of 1990, the tech stock bubble of 2000-2001, September 11th and subsequent recession, and left his position before the housing crisis grew into the Great Recession of 2008. I’m still mad at him for raising interest rates so much in 1994. On the positive side, he guided us to ten consecutive years of GDP growth from 1991 to 2001. I, like most investors and banking industry professionals, had a love-hate relationship with him. But to many of us, he will always be the Maestro.
Iran
The primary issue is the
danger to shipping in the Strait of Hormuz as Iran fired upon and threatened
ships there. The US set up a blockade so
that Iranian oil could not leave the country, pressuring their economy. While the US does not face oil and gas
shortages, many countries do. Europe
imports 95% of its oil, China 75%, and Japan 99%.
The US is trying to
negotiate with Iran and has a fragile 60-day ceasefire, but can we trust this
global threat? They use short- and long-range
ballistic missiles and drones to threaten their region and the world. They threaten ships in the Strait, support
terrorists like Hezbollah and Hamas, continue to seek nuclear weapons, and kill
thousands of their own people as they did earlier this year. Can we even trust them to not build a nuclear
weapon? I think not. Stock markets don’t trust them either, judging
from recent volatility.
Change Has Come to the
Fed- Finally
Kevin Warsh was sworn in
as new Federal Reserve Chairman on May 22nd at the White House (as
Greenspan had been in 1987) and a new era began. Warsh served on the Fed’s Board of Governors
previously, from February, 2006 to March, 2011.
Like Greenspan, he believes productivity should be a major factor in
monetary policy decisions and that the Fed should not just rely on published
data and rules of thumb like the Phillips curve. Artificial Intelligence right now is expected
to lead to another productivity boom, just as the personal computer and the
Internet did in the 1990s. It was no
surprise that there was no change in rates at Warsh’s first meeting while he
contemplates what to change at the Fed.
Jerome Powell’s term as
Chairman expired in May but, like company that doesn’t know when to leave a
party, he insisted on staying on the Board of Governors. It is a highly unusual move and last occurred
in 1948, when Fed Chairman, Marriner Eccles, refused to leave the Board when
his chairmanship ended despite a request by President Truman to step down. Why do we give separate Chair and Board terms
to these obnoxious people? On May 31st,
Powell received the Profiles in Courage award from the JFK Presidential
Library. For what exactly?
Chairman Warsh is setting
up five working groups to review monetary policy and operations, how to
communicate to markets and to the public, data sources and potential new ones,
productivity and job growth, and inflation measures and targets. Hopefully he dumps the SEP, or Summary of
Economic Projections, because it is often ridiculous, senseless, and more
inaccurate than accurate. (For this
quarter, Warsh did not provide any projections; the other 18 FOMC members did). Does it bother anyone that they project
inflation to fall but it always takes two years to get to target? Does it bother anyone that they project low
GDP growth, but don’t project lower rates?
Some of My Favorite
Economic Indicators
Leading Economic
Indicators (LEI)- Could we be seeing the bottoming and reversal of the nearly
four-year negative cycle in the LEI? May’s
index was +.1%, following April’s rise of +.3%.
March was down -.6% likely due to the shock of the Iran conflict, and
February rose +.3%. The index had
declined in 39 of the last 47 months.
We’ve seen three increases- all this year and five months of no change
in 2024 to 2026. LEI had signaled
recession many times in those 39 months, but like the inverted yield curves of
2022 to 2024, a sustained downturn in GDP never occurred.
Inflation- The Iran
conflict led to a spike in oil prices from $68 to $111.50 in April and we have
seen prices fall back in May and June when hopes of an end to the conflict are
at their highest. However, headline and
core (ex. food and energy) prices that were trending down toward targets are
now uncomfortably high. CPI for May
y-o-y was +4.2% and core was +2.9%. PCE
in May was +4.1% and core was +3.4%. PPI
for May was +6.5% and core was +4.9%. It
feels like 2022-2023 all over again, but the measures are all expected to
decline as oil prices and the slower moving gas prices drop back down to
pre-conflict levels. We are still in the
unnatural and unprecedented situation where PCE is too close to or greater than
CPI; May PCE of +4.1% is just .1% under
CPI of +4.2%. May core PCE of +3.4% is
.50% greater than May core CPI of +2.9%.
CPI is supposed to be .50% higher than PCE in a normal
relationship. I’m currently reviewing
the “Truflation” measure, which is a real-time y-o-y estimate for CPI, started
in December, 2021. For you Bloomberg
users, the ticker is TRUFUS44.
Real GDP- The Atlanta
Fed’s GDP Now is currently at +2.5% for 2Q26.
GDP had improved in 1Q26 to +2.1%, following +.5% in 4Q25. Nominal GDP was +5.1% in 1Q26, falling from
+5.8% in 4Q25.
Moody’s Beige Book Index-
The June, 2026 Beige Book showed a lot of improvement. Ten districts increased, one was flat, and
one declined, which sadly was our own Philadelphia district. The Moody’s index improved to 36.1 in June,
following 25.0 in April, and 16.7 in March.
M2 Money Supply- M2 y-o-y
growth was unexpectedly stronger in May at +5.6%, following April +4.7%, March
+4.3%, and February +4.3%. Finally,
May’s growth is close to the average nominal GDP growth of +5.5% for 1Q26 and
4Q25. We saw outright declines from
December, 2022 to March, 2024 that were hurtful to growth. The velocity of money has been flat at 1.41
in 1Q26, 4Q25, and 3Q25. (Remember GDP=M
x V).
Spacex and the Markets
Spacex completed the
largest IPO in history on June 12th, priced at $135 per share. Trading opened at $152.75, hit a trading high
of $225 within days, and slowly faded back to $153 on June 26th. Elon Musk became the first trillionaire with
that issuance. The market cap stands at $2.0 trillion.
Spacex isn’t the only
stock to rise and then fall back this quarter.
After stocks fell in March and April, prices rallied in May into June,
before turning down as we see volatility with Iran and quarter-end
repositioning. The S&P 500 forward
PE ratio is about 23 (19 to 24 is typical in a bull market). AI investment and buildout will take an
estimated three to five years and should lead to increased productivity,
increased corporate profits, and increased GDP growth, albeit with potential increased
job losses. With the pool of available
workers growing steadily and now at 14,063,000, this could spell bad news for
the labor market. Inflation will likely
decline in this scenario. (Warsh knows).
Don’t forget bonds. They’ve been very volatile with a tendency
toward rising rates most of the quarter.
During 2Q26, the 2-year Treasury yield rose 30 basis points to 4.09%, the
5-year Treasury rose 20 basis points to 4.13%, and the 10-year Treasury rose 5
basis points to 4.37% (after peaking at 4.50% with worries about the budget
deficit, US debt/GDP at 122.8%, and uncertainty over term premiums). Mortgage rates remain stubbornly high. Watch out. The curve is flattening.
World Cup
Soccer fans have taken
the US by storm, with an estimated 1 million to 5 million fans visiting the US,
Canada, and Mexico for the matches.
Among the favorites are USA with Pulisic, France with MBappe (my
personal favorite), Argentina with Messi (the greatest), England with Kane, and
Norway with Haaland. My niece got to go
to the Ghana match in Philadelphia yesterday to cheer on her home country. It has been exciting to watch some of the
matches, but the 0-0 ties are a little trying.
It’s truly exciting as foreign visitors are praising the great time they
are having in America.
Large Hadron Collider
CERN has scheduled
another long shutdown (LS3) for the LHC starting tomorrow to increase its
capacity; this shutdown will last until June, 2030. Other shutdowns included the September, 2008
one right after the LHC was started up on September 10, 2008, due to electrical
issues and helium leaks and coincided with the Great Recession. A temporary shutdown occurred in November,
2009 when a bird dropped a baguette into the electrical substation. LS1 was from February, 2013 for two years,
and LS2 was from December, 2018 for over three years, coinciding with the
covid-19 pandemic. We will wait for
what’s next. In all these years, I only
remember one important discovery, that of the Higgs Boson particle in
2012. Perhaps they don’t tell us
everything. Why would they keep spending
extreme amount of money on the LHC?
Maybe they will someday tell us.
Italy- Here We Come!!
This summer, we will
visit Milan, Lake Como, Florence, Pisa, Tuscany towns of Chianti and San
Gimignano, Cinque Terre, and Rome. We
are just praying that the 100+ degree heat wave ends before we go. We have an excellent Italian travel agent who
took care of all details- large and small.
I highly recommend her and if you plan a trip to Italia, let me know and
I’ll give you contact information.
The Italian economy is
producing just +.5% GDP growth despite its strength in manufacturing. Unemployment is 5.7%. Government debt is putting a drag on growth,
with the debt/GDP ratio of 133.3%; US growth is also slowed by its ratio of
122.8%. Prime Minister, Giorgia Meloni,
has her hands full trying to improve the economy while navigating the EU
rules.
So, for now, arrivederci!
Thanks for reading! As always, I appreciate your support! Viva l’Italia! DLJ 06/28/26
Dorothy Jaworski has worked at large and small banks for over 30 years; much of that time has been spent in investment portfolio management, risk management, and financial analysis. Dorothy recently retired from Penn Community Bank where she worked since 2004. She is the author of Just Another Good Soldier, and Honoring Stephen Jaworski, which details the 11th Infantry Regiment's WWII crossing of the Moselle River where her uncle, Pfc. Stephen W. Jaworski, gave his last full measure of devotion.
Saturday, June 27, 2026
What Drives Bank Valuations?
I've been researching what is driving bank stock valuations. It has been a subject that has lived rent free in my head for years. What I would like to drive valuation: long-term EPS growth, financial performance and financial condition. There is correlating factors to these drivers. But I also can't ignore how much tangible book value per share (TBVPS) growth is also a key driver.
Banking is one of the only industries that anchor valuations so heavily to equity. Not just my opinion. A CEO just lamented about this. What makes it troublesome is that retail bank stock investors like a clean balance sheet, good profits, and a strong dividend. Pay a higher dividend and you stunt TBVPS growth. And since this is a valuation driver, you might be slowing share price appreciation.You can see this play out with banks that have poor earnings. They trade at relatively high P/EPS multiples versus very profitable banks. It is common to see a very profitable bank trade at less than 10x P/ EPS while a terrible earner trading at 15x-20x. The poor earner might be trading at book, while the good earner at 1.25x book. Telling you all that you need to know about the peculiarities of bank stock valuation.
To do a deeper dive, I ran a lot of data. I downloaded the following data points for years 2021 - 2026Q1:
TBVPS Growth, EPS Growth, Leverage Ratio, NPAs/Assets, ROAA, ROAE, Net Interest Margin, Cost of Funds, Yield on Earning Assets, Efficiency Ratio, P/EPS, P/TBVPS
I asked Copilot to find correlations between the financial performance and financial condition factors and compare it to investment banks and consulting firms' observations on bank stock valuations. Here are the most salient findings with accompanying tables and charts.
Interesting that Copilot made no correlation to Cost of Funds, even though those publicly traded bank with the lowest cost of funds traded at the highest P/TBVPS, and second highest P/EPS (see table below). Low COF banks trading at higher multiples than higher Yield on Earning Assets banks has been consistent over the 20 years I have made the comparison.
Here is what Copilot had to say after consuming all of the data and referencing industry experts.
✅ A. ROE / ROTCE ↔ P/TBV (strongest positive correlation)
Conclusion:
👉 This is the #1 driver of bank valuation multiples
- Banks with higher ROE consistently show higher TBV growth and would command higher P/TBV
Supporting evidence:
- Price-to-book rises with expected ROE and capital strength [bis.org]
- Bank analysts explicitly link P/TBV to ROE vs cost of equity [breakingin...street.com]
The dataset implication:
- ROAE + EPS growth columns will show highest explanatory power for valuation dispersion
✅ B. ROA ↔ Multiples (very strong, often underappreciated)
Conclusion:
👉 ROA drives quality of earnings, and therefore valuation durability
- Clean ROA → high NIM, low NPAs, strong efficiency
- High ROA banks don’t rely on leverage → more sustainable
Observed pattern in your data:
- Banks with:
- ROAA > ~1.2%
- Low NPAs
- Efficiency <55%
→ also show:
- Strong EPS growth
- Strong TBVPS compounding
Industry confirmation:
- ROA reflects true operating performance and asset quality [linkedin.com]
- Markets reward “clean ROE built on ROA,” not leverage-driven returns [linkedin.com]
✅ C. EPS Growth ↔ P/E (very strong)
Conclusion:
👉 Growth is the primary driver of P/E dispersion
From your dataset:
- EPS growth volatility is very high across banks
- High-growth names (especially >15–20%) stand out sharply
Relationship:
- Higher forward EPS growth → higher justified P/E
Analyst view:
- Bank valuation embeds expected earnings growth + cost of equity [breakingin...street.com]
✅ D. TBVPS Growth ↔ P/TBV (structural correlation)
Conclusion: 👉 TBV growth is the long-term anchor of returns
In the dataset:
- TBVPS growth aligns tightly with:
- ROE
- retained earnings
- efficiency
Banks with steady TBV compounding:
- Show stable ROE
- Have better efficiency ratios
✅ E. Asset quality (NPAs) ↔ Multiples (negative correlation)
Conclusion: 👉 One of the strongest negative drivers
From the data:
- NPAs vary dramatically
- Higher NPAs → lower ROA → lower ROE → compressed multiples
Industry evidence:
- Credit quality directly affects risk and valuation via expected losses [intrinsic-...vestor.com]
✅ F. Efficiency ratio ↔ Valuation (negative correlation)
Conclusion: 👉 Efficiency drives operating leverage and ROA
From the data:
- Banks with efficiency <50–55% consistently show:
- higher ROA
- better EPS growth
Interpretation:
- Markets reward cost discipline + operating leverage
✅ G. NIM ↔ ROA ↔ Multiples (moderate–strong chain)
Conclusion: 👉 NIM is an indirect but important driver
From your dataset:
- Higher NIM → higher ROA → higher ROE → higher valuation
Industry context:
- NIM compression in 2025 is already affecting profitability expectations [mckinsey.com]
✅ H. Leverage ↔ Multiples (non-linear / weak-to-negative)
- High leverage can boost ROE
- But:
- increases risk
- lowers valuation quality
The dataset:
- Shows mixed relationship
- Supports known reality: markets discount “leveraged ROE”
3) Synthesis: What actually explains bank multiples (ranked)
Tier 1 (dominant drivers)
- ROE / ROTCE
- EPS growth
- TBVPS growth
Tier 2 (core operating drivers)
- ROA (asset-level profitability)
- Efficiency ratio
- NIM
Tier 3 (risk modifiers)
- Credit quality (NPAs)
- Capital / leverage
4) How this aligns with recent investment-bank / industry commentary
🔹 1. Profitability (ROE) is still the anchor
- Valuation gaps across banks persist largely due to ROE dispersion
- Investors reward sustainable ROE above cost of equity [bis.org]
🔹 2. Growth skepticism is suppressing multiples
- Despite strong 2024–2025 earnings:
- bank P/B and P/E remain structurally low
- Investors are questioning long-term growth durability [mckinsey.com]
🔹 3. Markets increasingly distinguish “quality of earnings”
- Banks are not valued just on ROE:
- but how ROE is generated
- Clean ROA + low credit cost outperform leverage-driven models [linkedin.com]
🔹 4. Strategy + credibility now matter more
- Bain: valuation dispersion driven by:
- execution consistency
- growth narrative
- capital allocation credibility [bain.com]
🔹 5. Structural valuation framework
Investment banks (FIG coverage) consistently anchor:
- P/TBV ↔ ROE / ROTCE
- P/E ↔ EPS growth + cyclicality
- Adjusted for:
- credit risk
- capital strength [acetheround.com]
5) Bottom line (what the dataset is telling us)
🔴 The single most important takeaway:
👉 ROE (and ROTCE) is the strongest direct driver of bank trading multiples
🔵 But the true causal chain in your data is:
NIM + Efficiency + Credit quality → ROA → ROE → TBV growth → Multiples
🟢 And the market overlay is:
- Growth (EPS, TBV) determines P/E vs P/TBV premium
- Risk (NPAs, leverage) determines discount vs premium








