1) URGENT - Doors Close at Noon ET: 1 CFP CE Credit on the 351 ExchangeIf you care about positioning, flows, and how macro narratives get priced, this is a useful one to revisit.Read: https://www.leadlagreport.com/p/urgent-doors-close-at-noon-et-1-cfp-b4b

2) LIVE TODAY at 2:30 PM ET - Income Investing with Nasdaq Exposure (1 CFP CE Credit)A timely framework for income plus growth exposure, and why the positioning backdrop matters.Read: https://www.leadlagreport.com/p/live-today-at-230-pm-et-income-investing

3) Two cities, two nights, last seats - Boston tomorrow, NYC ThursdayIf you want the full setup behind recent market moves, this is worth a quick re-read.Read: https://www.leadlagreport.com/p/two-cities-two-nights-last-seats

WELCOMEBACK30 ends Sunday. 30 percent off annual: https://www.leadlagreport.com/WELCOMEBACK30

• The 10Y-2Y curve sits at +0.47% after the longest inversion since 1929. Every major un-inversion since 1980 was followed by recession within 5 to 18 months.

• Investment-grade credit spreads hit 71 basis points in January 2026, the tightest level since 1998. High-yield OAS sits in the 16th historical percentile.

• April CPI re-accelerated to 3.81% year-over-year, the highest since May 2023, with energy contributing 40% of the monthly increase.

• The Fed held rates at 3.50-3.75% on April 29 via an 8-4 vote. The last time four members dissented was October 1992.

• The VIX collapsed from 31 in late March to 18 in early May. Sub-19 readings into reaccelerating inflation have preceded every major drawdown of the past three decades.

The Un-Inversion Nobody Wants to Talk About

The 2-year and 10-year Treasury yield curve un-inverted in late 2024 after spending more than 700 trading days underwater¹. That was the longest inversion since 1929. As of May 14, 2026, the spread sits at positive 47 basis points, well below the long-term average of 85 basis points but firmly in normalized territory².

Wall Street has turned this into a victory lap. The curve normalized without a recession. The soft landing is real. Risk-on, full throttle. The S&P 500 traded at 7,399 on May 11, almost 10% above its 200-day moving average, with technology leading the charge³.

But here is what they are not telling you. The curve has never been a recession signal at the moment of inversion. It has always been the signal at the moment of normalization. The inversion is the diagnostic. The un-inversion is the trigger.

Pull the historical record. May 2007: the curve normalized, 18 months later Lehman fell⁴. November 2000: normalized 3 months before the recession started. October 1989: normalized 12 months before the 1990 recession. October 2019: normalized 5 months before COVID hit, though the underlying credit fragility was already in place. The FRED Blog notes the average lag from un-inversion to recession sits at 13 months, with a range of 8 to 19 months⁵.

Late 2024 plus 13 months puts us in early 2026. We are inside the window right now. And nobody is positioned for it.

Credit Spreads at 1998 Lows. With Inflation Coming Back.

If the curve is the recession diagnostic, credit spreads are the early warning system. And the warning system is broken.

Investment-grade option-adjusted spreads briefly touched 71 basis points in late January 2026, the tightest level since 1998⁶. They have since drifted to 77 basis points, still in the 6th historical percentile. The long-term median sits at roughly 140 basis points. BBB spreads, the lowest rung of investment grade, trade at 98 basis points against a median of 175. High-yield OAS sits at 282 basis points, the 16th percentile, levels last seen in 2007⁷.

PIMCO put it plainly: spreads near 25-year tights “leave little risk premium to absorb shocks”⁸. The January 2026 FOMC minutes flagged the same concern, warning of “high asset valuations and historically low credit spreads” that could amplify downside if conditions reversed⁹.

Meanwhile, inflation is not behaving. April CPI printed 3.81% year-over-year, the highest reading since May 2023, up from 3.26% in March¹⁰. Core CPI accelerated to 2.78% from 2.60%. Energy prices were the lead culprit, up 17.87% year-over-year, contributing roughly 40% of the monthly increase¹¹. The 21-percentage-point energy swing from April 2025 is not a base effect. It is a regime change.

Tight credit spreads make sense when inflation is contained and the Fed is cutting. Tight credit spreads with re-accelerating inflation and a Fed that cannot cut are a mispricing. Mispricings get corrected violently when the catalyst arrives.

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I sent a piece earlier tonight explaining why annual is the better deal - $320 versus $468 if you stay on monthly. That math holds for everyone.

But for this group - existing paid subscribers and complimentary subscribers who I have given access to over the last year or two - I am going one step further this weekend.

Use code WELCOMEBACK30 at c…

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Scroll all the way down. Twenty-four pages.

The Lead-Lag Report is provided by Lead-Lag Publishing, LLC. All opinions and views mentioned in this report constitute our judgments as of the date of writing and are subject to change at any time. Information within this material is not intended to be used as a primary basis for investment decisions and should also not be construed as advice meeting the particular investment needs of any individual investor. Trading signals produced by the Lead-Lag Report are independent of other services provided by Lead-Lag Publishing, LLC or its affiliates, and positioning of accounts under their management may differ. Please remember that investing involves risk, including loss of principal, and past performance may not be indicative of future results. Lead-Lag Publishing, LLC, its members, officers, directors and employees expressly disclaim all liability in respect to actions taken based on any or all of the information on this writing.

I sent a piece earlier tonight explaining why annual is the better deal - $320 versus $468 if you stay on monthly. That math holds for everyone.

But for this group - existing paid subscribers and complimentary subscribers who I have given access to over the last year or two - I am going one step further this weekend.

Use code WELCOMEBACK30 at c…

Read more

The Lead-Lag Report has two paid options:

Monthly: $39/month - which is $468/year if you stay on it.

Annual: $320/year - a flat $148 less than the monthly plan annualized.

If you've been reading the free version, you already know the framework. The intermarket signals - lumber/gold, copper/gold, utilities relative strength, high yield versus treasuries - have been doing real work in real markets. The composite called the September 2025 rotation, the November re-risk, the January broadening rally, and the March 2026 volatility event before consensus. 1,694 published reports. Five Dow Awards.

If you're already a paid monthly subscriber: switching to annual saves you $148 a year. That's not a discount I'm running - that's just the math. Go to https://leadlagreport.substack.com/account and pick annual. Substack prorates automatically.

If you're a free reader and the framework has been useful: $320 for a year is $26.67 per month. That's less than one bad sector decision and you'll have the full signal dashboard, the Leaders and Laggards analysis, the High Yield Spotlight, and the macro observations every week for 52 weeks.

Subscribe annual: https://leadlagreport.substack.com/subscribe

I'll be back to the regular Weekly Signals on Monday.

- Michael

Michael A. Gayed, CFA

You’ve been reading the free version of this newsletter, which means you understand the intermarket framework, you follow the macro narrative, and you’ve seen enough to know the analysis is serious. If it weren’t, you wouldn’t still be here.

The paid subscription is $15.99/month. But the annual plan is $159.99/year — that’s $13.33/month, roughly a 17% discount versus paying monthly.

I don’t run promotions often. The research takes significant time to produce each week, and the signal framework has earned its price point — over 1,694 published reports, with a track record of calling the September 2025 rotation, the November re-risk, the January broadening rally, and the March 2026 volatility event before they were consensus.

If you’ve been on the fence, here’s how I’d frame it: the annual plan costs less than a single bad sector bet. And it gives you 52 weeks of the signal dashboard, the Leaders & Laggards analysis, the High Yield Spotlight, and the full macro observations — everything that’s been behind the paywall while you’ve been reading the free version.

You’re the exact reader this research is built for. The people who pay for it know that.

If you’re ready, the annual plan is the better deal.

— Michael

• The ICE BofA US High Yield Master II option-adjusted spread closed at 285 basis points on April 21, 2026 — levels last seen at the June 2007 cycle low, seven months before the Great Financial Crisis began.[1]

• Investment-grade spreads touched 71 bps in late January — the tightest reading since 1998, the year of LTCM. They currently sit at 79 bps.[2]

• The S&P 500 crossed 7,000 for the first time in history on April 15, closing the week at 7,126.06 after a 13-session winning streak.[3] Beneath that headline, HY spreads had already widened 74 basis points in the weeks prior.[4]

• My Lumber/Gold signal flipped to Risk-Off on April 21 as gold’s 13-week return (+3.59%) overwhelmed lumber’s (-4.59%). Every one of my seven sub-strategies rotated defensive.[5]

• The FOMC meets April 28–29. Markets price a 99% probability of a hold at 3.50–3.75%. The Fed is trapped: it cannot cut into record equity prices, and it cannot hike into widening credit.[6]

The Number Nobody Is Talking About

Seven thousand. That is the number everyone saw. The S&P 500 closed above 7,000 for the first time in its history on April 15, 2026, and by April 17 it stood at 7,126.06. Thirteen straight green sessions. The Nasdaq’s longest winning streak since 1992. Headlines wrote themselves. Fund flows followed.[3]

Here is the number nobody is talking about. On the same week the S&P made history, the ICE BofA US High Yield Master II option-adjusted spread was 285 basis points.[1] That is where junk bonds were trading in June 2007. Seven months before the recession began. Fourteen months before Lehman.

When credit spreads are this tight, there are only three historical precedents worth studying. 1998. 2007. Late 2021. One LTCM. One Global Financial Crisis. One twenty-two percent bear market. Three out of three ended in repricing. Different triggers. Same ending.

And yet the retail narrative this week is ceasefire euphoria and the return of mega-cap tech. That is not analysis. That is tape-chasing.

Credit Already Cracked. The Tape Just Hasn’t Caught Up.

Here is what the record-high headlines are hiding. Between March 20 and March 31, 2026, HY OAS blew out from roughly 3.05% to 3.61%. That is a 56 basis point widening in eight trading days.[7] CCC spreads moved from 9.13% to 10.20% in the same stretch, then blew through 10.5%.[8] Investment-grade spreads touched 85 basis points. This was not noise. This was the bond market repricing Iran risk, tariff escalation risk, and the stagflation risk the equity market refused to price.

Then came the ceasefire. Oil collapsed. Spreads roundtripped. By April 21, HY OAS was back to 2.85%, CCC at 9.13%, IG at 79 basis points. The equity market read the compression as an all-clear. That is exactly backwards. What actually happened is that the bond market showed you, in real time, what stress looks like in a compressed-spread environment. It moves first. It moves fast. And when you are starting from 285 basis points, the next 200 basis points of widening do not require a recession. They require a mood change.

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Every week, paid subscribers receive a signal dashboard that looks roughly like this:

Signal | Trend (13-Week) | Current Reading

Lumber / Gold | Up | Strong

Copper / Gold | Up | Strong

High Yield / Treasuries | Up | Strong

Utilities / S&P 500 | Up | Strong

Composite | Up | Strong

You can see the framework. Four intermarket ratios, each tracked over a 13-week trend, each producing a directional reading that feeds into a composite signal.

What you can't see — because it's behind the paywall — is where the arrows are pointing right now. Whether the composite is reading risk-on or risk-off. Which individual signals are confirming each other and which are diverging. And what the historical distribution of forward returns looks like when the composite is at its current level.

That's the analysis that takes a macro narrative and turns it into something you can actually act on.

This week's full dashboard is live for paid subscribers. The readings are there. The allocation context is there. The framework is doing what it's designed to do.

You already understand how it works. Now you can see what it's saying.

— Michael

In September 2025, three of the four primary intermarket signals in the paid dashboard shifted to risk-off. The Lumber/Gold ratio had already broken down weeks earlier — a signal I’ve tracked as a leading indicator of growth expectations for years. Paid subscribers saw it in real time and had the data to reposition into defensives before the broader market caught on.

The drawdown that followed was not catastrophic by historical standards. But for an investor who was still fully allocated to risk assets when it hit — because they were waiting for confirmation from the S&P itself — the cost was real.

Here’s the math I want you to sit with: a 5% drawdown on a $200,000 portfolio is $10,000. A 10% drawdown is $20,000. The monthly cost of a paid subscription is $15.99.

I’m not claiming the signals are infallible. No framework is. But over the past twelve months, the composite signal anticipated every major inflection point — the September rotation, the November re-risk, the January broadening rally — published, time-stamped, and available in the archive.

The question isn’t whether $15.99 is affordable. It’s whether being on the wrong side of one rotation costs more than that.

It does.

— Michael

A meaningful portion of them are financial advisors, portfolio managers, and institutional allocators. These are not people who pay for content casually. They’ve decided the intermarket signal framework here is worth incorporating into their process.

Here’s what they see every week that you don’t:

• The Weekly Signals Dashboard — four proprietary intermarket ratios (Lumber/Gold, Copper/Gold, High Yield/Treasuries, Utilities/S&P 500), each scored and updated weekly with a composite risk-on/risk-off reading

• Leaders & Laggards Analysis — which sectors and asset classes are gaining and losing relative strength, and what the rotation implies

• High Yield Spotlight — one specific high-yield opportunity each week where the risk/reward looks asymmetric

• Global View — cross-border intermarket signals, including EM/DM flows and currency dynamics

• Detailed Macro Observations — not just what’s happening, but the historical analog and what it’s meant for markets before

The most sophisticated readers in finance are paying for this research. The free version gives you the framework. The paid version tells you where the arrows are pointing right now.

— Michael

• U.S. national debt has crossed $39 trillion — a 43x increase from the $908 billion Volcker had to work with in 1980. Debt-to-GDP sits at 122%, nearly five times the ~26% level during the last stagflation.

• Net interest on the federal debt will exceed $1 trillion in FY2026 — nearly triple the $375 billion paid in FY2019. Every additional 1% in rates adds roughly $390 billion in annual interest expense.

• GDP growth collapsed to 0.7% annualized in Q4 2025, nonfarm payrolls turned negative (-92,000 in February), and consumer sentiment sits at 53.3 — near historic lows.

• The Fed cannot raise rates to fight inflation without detonating the deficit via interest costs. It cannot hold rates without letting inflation erode real income. Both paths lead to the same place.

• This is not the 1970s. Stagflation at 26% debt-to-GDP was painful but survivable. Stagflation at 122% debt-to-GDP is a depression in slow motion.

Everyone keeps saying we’re heading for a 1970s-style stagflation. I think they’re being too optimistic.

The 1970s stagflation was brutal — double-digit inflation, unemployment near 11%, gas lines, and two deep recessions. But here is the part nobody wants to confront: the United States government owed $908 billion in 1980.^[1] Debt-to-GDP was roughly 26%.^[2] That number matters more than anything else in this discussion. Because when Paul Volcker raised the federal funds rate to 20% to kill inflation, the government could absorb the pain. Interest costs were manageable. The fiscal structure held.

Today the national debt stands at $38.9 trillion and counting.^[3] Debt-to-GDP has hit 122%.^[4] Net interest payments will exceed $1 trillion this fiscal year alone.^[5] And inflation, while lower than the 1970s peak, is proving stubbornly sticky in a slowing economy with a weakening labor market. If you think this ends like the 1970s, I have bad news. The 1970s ended because Volcker had room to fight. We don’t.

The Math That Changes Everything

Start with the basic arithmetic. In 1980, the entire federal debt was $908 billion. Volcker pushed the fed funds rate to 20%, and interest costs spiked — but on a debt load that was a fraction of the economy. Even at punishing rates, the government could service the debt, run deficits, and eventually grow out of the hole as inflation collapsed and the economy recovered.

Now run that same experiment today. The federal government owes $38.9 trillion — 43 times the 1980 figure. The CBO projects net interest payments of $1 trillion in fiscal 2026, nearly triple the $375 billion paid in FY2019.^[5][6] In just the first quarter of FY2026, the government spent $270 billion on interest — more than the entire annual interest bill in FY2017.^[7] Twenty-two cents of every dollar of federal revenue now goes to servicing debt. That is not a rounding error. That is a structural constraint.

Here is the critical point: every 1% increase in interest rates adds roughly $390 billion in annual interest expense on $39 trillion of debt. If the Fed raised rates to just 6% — still well below Volcker’s 20% — the annual interest bill would approach $2.3 trillion, consuming nearly every dollar of individual income tax revenue.^[8] If it raised to 10%, interest payments would exceed $3 trillion — more than all discretionary spending combined. There is no Volcker option at 122% debt-to-GDP.

The Fiscal Dominance Trap

This is what economists call fiscal dominance — the condition where the size of the government’s debt constrains the central bank’s ability to fight inflation. It is the monetary policy equivalent of fighting a war with one hand tied behind your back. MSCI research published in January warned bluntly that “U.S. debt-to-GDP ratios were around 30% during the early-1980s stagflation” and that “the currently much higher debt levels leave much less margin for error.”^[9] The Yale Budget Lab has documented how elevated federal debt increases inflationary pressure through multiple channels — crowding out private investment, amplifying inflation expectations, and constraining monetary policy flexibility. Their models show that a permanent 1% increase in the primary deficit — roughly the cost of extending the individual TCJA provisions — erodes household purchasing power by $300 to $1,250 per household over five years.^[10]

Think about what this means in practice. The Fed cannot raise rates aggressively without blowing out the deficit. But it cannot hold rates steady while inflation erodes real incomes and consumer purchasing power collapses. The 1970s presented a binary choice: tolerate inflation or tolerate recession. That choice was painful but solvable. Today there is a third variable — the debt — and it makes both options lead to the same place.

Raise rates? Interest costs explode, the deficit balloons, the government has to borrow more at higher rates to pay the interest on existing debt, and you get a debt spiral that feeds on itself. Hold rates? Inflation stays elevated, real wages decline, consumer spending contracts, tax revenues fall, and the deficit grows anyway. The CBO already projects interest costs doubling to $2.1 trillion by FY2036 under its baseline assumptions — and those assumptions do not include a stagflationary scenario.^[6]

Both paths converge on the same destination: a grinding, slow-motion depression where the government’s debt load becomes the dominant variable in every economic outcome. The 1970s gave policymakers bad options. Today’s fiscal structure gives them no options.

The Data Is Already Turning

This is not a theoretical exercise. The data is deteriorating in real time. Q4 2025 GDP was revised down to 0.7% annualized — the weakest quarter in a year.^[11] Nonfarm payrolls turned negative in February, with the economy shedding 92,000 jobs.^[12] Unemployment ticked up to 4.4%. Federal government employment has declined by 330,000 since its October 2024 peak — an 11% reduction.^[13]

Consumer sentiment plunged to 53.3 in March, near record lows, with middle and upper-income consumers — the ones with stock wealth and sensitivity to gas prices — showing the sharpest declines.^[14] Short-run economic expectations cratered 14% in a single month. Year-ahead personal finance expectations sank 10%. These are not numbers that suggest a garden-variety slowdown. These are numbers that suggest something is breaking.

The Conference Board’s Leading Economic Index has declined for three consecutive months through January.^[15] Inflation, while moderating on headline at 2.4%, is set to re-accelerate as tariff passthrough and elevated energy costs work through the supply chain.^[16] Core CPI at 2.5% is the lowest since March 2021, but consumer inflation expectations are anchored at 3.0% on both the three-year and five-year horizon. Markets now price an 8.3% probability of a rate hike and near-zero probability of cuts. The Fed has lost optionality in both directions.

This is the stagflation setup. Slowing growth, rising unemployment, sticky inflation, and a consumer that is already on its knees. But unlike the 1970s, there is no cavalry coming. The Fed is frozen by the debt. The government is running a $1.8 trillion annual deficit — 5.8% of GDP — and just in Q1 of FY2026, the deficit was already $602 billion. Nineteen cents of every tax dollar is already spoken for before a single road is paved or a single soldier is paid.^[8]

The Lead-Lag Dynamic: Debt Is the Lead

I have written for years about the lead-lag relationship between different parts of the economy — how one variable’s movement today telegraphs another variable’s movement tomorrow. In every prior stagflationary episode, inflation was the lead and everything else was the lag. The playbook was straightforward: crush inflation with rates, accept the recession, and rebuild.

This time is structurally different. Debt is the lead. The $39 trillion anchor reshapes every policy response, constrains every tool, and guarantees that any attempt to fight inflation amplifies the fiscal crisis, while any attempt to manage the fiscal crisis lets inflation run. The lag is everything — consumer spending, corporate earnings, employment, housing, and the dollar itself.

In the 1970s, the economy could absorb a Volcker shock because the balance sheet was clean. Today the balance sheet is the problem. The government is the largest borrower in the world, competing with the private sector for capital, and every incremental rate increase makes the borrowing more expensive, the deficit larger, and the eventual reckoning more severe.

People keep looking for a historical analog. They point to the 1970s. But the 1970s ended with a rescue. The rescue was possible because the debt was small. There is no rescue available when the patient is $39 trillion in the hole and adding $8 billion a day.^[17] CBO projections show debt held by the public growing another $26 trillion over the next decade, with the average interest rate on that debt climbing another 50 basis points. Those are baseline assumptions — no recession, no oil shock, no financial crisis baked in. The actual trajectory is almost certainly worse.^[6]

This is not stagflation. This is the early stage of something we do not have a modern template for — a developed-world debt depression, playing out in slow motion, masked by nominal GDP growth and government transfer payments that themselves add to the debt. The 1970s analogy makes people feel comfortable because that story had an ending. This one might not.

Few understand this.

— — —

Notes

[1] MoneyLion/US Debt Clock, “U.S. National Debt Growth by Year.” Total federal debt in 1980: $907.7 billion.

[2] FRED/CBO data via MoneyLion. Debt-to-GDP in 1980: approximately 26%. Debt-to-GDP in 1974: approximately 23%, the lowest point since World War II.

[3] Joint Economic Committee, U.S. Senate, “Debt Dashboard,” March 4, 2026. Total gross national debt: $38.86 trillion.

[4] FRED, “Total Public Debt as Percent of Gross Domestic Product,” Q4 2025: 122.49%.

[5] American Action Forum, “Interest Payments on the National Debt,” March 24, 2026. CBO projects $1.0 trillion in net interest for FY2026.

[6] Committee for a Responsible Federal Budget, “Net Interest Costs Will Double, Again, Over the Next Decade,” February 24, 2026. Interest nearly tripled from $375B in FY2019 to $971B in FY2025.

[7] EPIC for America, “Interest Spending Tracker: Q1 of FY 2026,” January 21, 2026. Q1 FY2026 net interest: $270.3B; 22.1% of revenues; 14.8% of outlays.

[8] American Action Forum (March 24, 2026): “For every dollar of taxes and fees the government collects, 19 cents will go to pay interest on the national debt” in FY2026.

[9] MSCI Research, “Fiscal Dominance Lurks Behind Uncertain Central-Bank Policies,” January 15, 2026.

[10] Yale Budget Lab, “The Inflationary Risks of Rising Federal Deficits and Debt,” March 12, 2025.

[11] Bureau of Economic Analysis, “GDP (Second Estimate), 4th Quarter and Year 2025,” March 13, 2026. Q4 2025 GDP: 0.7% annualized.

[12] Bureau of Labor Statistics, “Employment Situation Summary,” March 6, 2026. NFP: -92,000 in February 2026; unemployment: 4.4%.

[13] Ibid. Federal government employment has declined by 330,000 (11.0%) since October 2024 peak.

[14] University of Michigan, “Surveys of Consumers,” March 2026. Consumer Sentiment Index: 53.3.

[15] Conference Board, “Leading Economic Index,” March 19, 2026. LEI declined 0.1% in January 2026 to 97.5.

[16] Bureau of Labor Statistics, “Consumer Price Index Summary,” March 11, 2026. CPI: 2.4% YoY in February 2026; core CPI: 2.5%.

[17] Fortune, “The national debt just crossed $39 trillion,” March 18, 2026. JEC: debt increasing approximately $8.03 billion per day.

The Lead-Lag Report is provided by Lead-Lag Publishing, LLC. All opinions and views mentioned in this report constitute our judgments as of the date of writing and are subject to change at any time. Information within this material is not intended to be used as a primary basis for investment decisions and should also not be construed as advice meeting the particular investment needs of any individual investor. Trading signals produced by the Lead-Lag Report are independent of other services provided by Lead-Lag Publishing, LLC or its affiliates, and positioning of accounts under their management may differ. Please remember that investing involves risk, including loss of principal, and past performance may not be indicative of future results. Lead-Lag Publishing, LLC, its members, officers, directors and employees expressly disclaim all liability in respect to actions taken based on any or all of the information on this writing.

• The BOJ held at 0.75% on March 19 in an 8-to-1 vote while Brent crude spiked above $110 — two sides of the same trade converging in real time.

• Japan imports 95% of its oil from the Middle East; 70% transits the Strait of Hormuz, now effectively closed. Dubai crude hit an all-time high above $150 while WTI sits at $96 — an unprecedented $50-plus spread.

• Oil priced in yen — not dollars — is the real tail risk. With USD/JPY at 159, the yen cost of crude has surged 60% since January, compounding an energy shock with a balance-of-payments shock.

• PM Takaichi is running record fiscal stimulus (¥122.3T budget, dovish BOJ board appointments) directly into a supply-side energy war. Even former BOJ Governor Kuroda warns her plans “could stoke an inflationary upswing.”

• Phase 2 of the reverse carry trade may have started. Phase 1 was Japan selling Treasuries to prepare to defend the yen, pushing yields higher. Phase 2 is the return of Treasuries as a flight-to-safety trade as the yen strengthens and global risk assets crack.

Everyone is watching oil in dollars. The real tail risk is oil in yen.

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• Whether oil is inflationary or deflationary depends on the speed and persistence of the price move, not the direction alone.

• Gradual, sticky oil price increases tend to embed themselves in inflation expectations, pushing CPI higher without immediately killing demand.

• Sharp, parabolic spikes in crude have preceded nearly every U.S. recession since the 1970s, functioning as a consumption tax that destroys demand faster than it lifts prices.

• The macro signal is not whether oil is rising. It is how fast.

The Wrong Question

Is oil inflationary or deflationary? The question itself is incomplete. It assumes that the direction of crude prices carries a single, static macro signal. It does not. The signal depends almost entirely on the velocity of the move. A slow grind higher in oil prices behaves like a tax that the economy absorbs, one that seeps into input costs, transportation, and eventually wages. A violent spike behaves like a shock that the economy cannot absorb, one that breaks consumption, craters confidence, and invites recession.

This distinction is not theoretical. It is observable in every major oil cycle of the past fifty years. And it is the distinction that most macro commentary ignores.

Source: U.S. Energy Information Administration, NBER. Shaded areas indicate U.S. recessions.

James Hamilton, whose seminal 1983 study established the statistical link between oil price increases and U.S. recessions, demonstrated that all but one post-World War II recession had been preceded by a dramatic increase in the price of crude petroleum.¹ The relationship was systematic: oil price increases were followed by declines in output three to four quarters later. The exception was the recession of 1960.²

But Hamilton’s own work revealed something subtler that gets lost in the headline finding. Not all oil price increases are created equal. The macroeconomic damage was concentrated in episodes where prices surged rapidly to new highs. Gradual increases, even large ones in cumulative terms, did not carry the same recessionary signal. Hamilton’s later refinement, the “net oil price increase” variable developed in 1996, specifically isolated moves that breached the prior three-year peak, distinguishing between the type of oil increase that merely raises the cost of doing business and the type that breaks the business cycle entirely.³

The Slow Burn: When Oil Feeds Inflation

Consider the period from 2003 to mid-2007. Oil rose from roughly $26 per barrel to $72, a cumulative increase of approximately 175 percent over four and a half years.⁴ That is an enormous move. But it unfolded gradually, driven largely by demand from China and other emerging economies pulling on a finite supply base. U.S. GDP grew every year during that stretch.⁵ CPI inflation drifted higher, from 1.6 percent in 2002 to above 4 percent by mid-2006, but the economy did not buckle.

Why? Because the speed of the move allowed the economy to adjust. Businesses passed through higher energy costs incrementally. Consumers modified behavior at the margin. Inflation expectations edged upward but remained anchored. The Federal Reserve, credibly committed to price stability under Greenspan and then Bernanke, tightened policy gradually alongside the oil move, keeping long-term expectations in check.

That is the inflationary oil regime. Oil rises persistently, embeds itself in input costs and services inflation, and the CPI grinds higher. It is uncomfortable but not fatal. Businesses adjust pricing. Wages eventually follow. The inflation is sticky because the underlying energy cost is sticky. As the St. Louis Fed documented, the economy’s capacity to absorb oil shocks depends heavily on the starting position of inflation expectations.⁶ When they are low and stable, a gradual oil rise pushes them up slowly. The economy bends but does not break.

The same dynamic played out in 2021–2022 when oil rose from pandemic lows to above $120 per barrel over approximately two years.⁴ The move was large, but initially gradual enough that it fed into headline CPI without immediately destroying demand. The NBER working paper by Gagliardone and Gertler found that the combination of oil price shocks and easy monetary policy mainly accounted for the size and persistence of the 2021–2023 inflation surge.⁷ Oil did not cause a recession. It fueled inflation.

The Spike: When Oil Kills Growth

Now consider the episodes where oil moved violently. The pattern is different and the outcomes are unambiguous.

Source: EIA, NBER, Author calculations. Speed (% per month) shown in parentheses. Color indicates macro outcome.

In 1973–1974, the Arab oil embargo nearly quadrupled the price of crude, from roughly $3 per barrel to nearly $12 within months.⁸ The U.S. economy entered recession by November 1973, and GDP contracted across multiple quarters through early 1975.⁹ CPI initially spiked, but the dominant macro outcome was stagflation and then contraction. Oil rose too fast for wages and prices to adjust. Instead of feeding a gradual inflation process, it crushed consumer purchasing power in real time.

In 1979–1980, the Iranian Revolution triggered another near-doubling of oil prices. Crude surged from roughly $15 to $40 per barrel over approximately twelve months.¹⁰ The economy tipped into recession by January 1980.⁹ Volcker’s Fed, determined not to repeat the accommodation of the prior decade, raised the federal funds rate above 20 percent.¹¹ The combination of an oil shock and aggressive monetary tightening produced the deepest contraction since the Great Depression.

In 1990, Iraq’s invasion of Kuwait sent crude from $18 per barrel to above $36 between July and October, a roughly 95 percent spike in three months.⁴ Intraday prices briefly touched $41. Recession arrived by the following quarter.⁹ The precautionary demand for oil storage spiked, pricing reflected fear rather than fundamentals, and the shock reversed almost as quickly as it arrived once the conflict ended.

In 2007–2008, oil surged from roughly $50 to $145 per barrel.¹² Hamilton himself argued that absent the oil shock, the U.S. economy would have been “growing slowly but not in a recession.”¹² As Datatrek Research’s Nicolas Colas documented, a 90 percent or greater rise in oil prices over a ten-to-twelve-month span had preceded every U.S. recession in the modern era.¹³ The threshold was not a particular price level. It was the speed.

Source: EIA, NBER, Datatrek Research. Bars exceeding the 90% threshold (dashed line) have historically preceded recession.

The deflationary mechanism is intuitive once you see it. A rapid oil spike functions as a consumption tax imposed overnight. Households cannot adjust spending patterns quickly enough. Gasoline, heating, and transportation costs absorb discretionary income before wages have any chance to respond. Businesses face margin compression and defer investment. The uncertainty itself delays capital allocation. Bernanke, Gertler, and Watson estimated that two-thirds to three-fourths of the output decline after an oil shock could be attributed to the Fed’s endogenous monetary response, meaning the inflation from the spike forced tighter policy, which compounded the demand destruction already underway.¹⁴

The paradox crystallizes: oil that rises gradually is inflationary because the economy absorbs it. Oil that spikes is deflationary because it destroys demand before inflation can take hold.

The Lead-Lag of Speed

This framing maps neatly onto the lead-lag framework. In a gradual oil regime, energy costs are the lead indicator and CPI is the lagging confirmation. Businesses adjust pricing with a delay. Wages follow with a further delay. Inflation expectations shift slowly. The process is orderly enough for central banks to manage without blunt-force tightening.

In a spike regime, the sequence inverts. Oil is the lead, but the lagging indicator is not CPI. It is GDP. The demand destruction arrives before the inflation can fully transmit. Consumer spending collapses. Business investment freezes. Credit conditions tighten. The recession arrives not because oil made everything more expensive, but because oil made the future more uncertain, faster than any agent in the economy could price.

Source: EIA, NBER, Author calculations. Speed (% per month) distinguishes episodes that preceded recession from those that fueled inflation.

The research confirms the asymmetry. Gagliardone and Gertler found that an oil price shock generating a 6 percent increase in the real price of oil reduces GDP by roughly 20 to 30 basis points and increases the core price level by about 20 basis points.⁷ But the effect on core inflation is modest and delayed, while the drag on output is front-loaded. The Federal Reserve’s DSGE model of the global economy corroborates the dynamic, finding that a 10 percent foreign oil supply shock reduces GDP by approximately 8 basis points while raising headline inflation by 15 basis points.¹⁵ The IMF’s work on oil demand versus supply shocks adds further nuance: demand-driven oil price increases, the gradual kind driven by global growth, tend to produce inflationary pressure alongside transitory output gains. Supply-driven shocks produce falling output alongside rising costs.¹⁶

Blanchard and Galí found that the effects of oil price shocks on inflation and activity were dramatically larger in the pre-1984 period, when the 1970s spikes occurred, than after.¹⁷ The reasons included improved monetary credibility, a reduced share of oil in production, more flexible labor markets, and the absence of concurrent adverse shocks. The economy learned to handle gradual oil moves. It never learned to handle spikes.

Conclusion: Watch the Speedometer, Not the Price

The question investors should ask about oil is not whether it is going up. It is how fast. A gradual, demand-driven grind higher in crude is a macro headwind that feeds into inflation prints, pressures margins, and keeps the Fed on alert. It is manageable. It is tradeable. It extends cycles even as it makes them more uncomfortable.

A spike is different. A 50 percent or greater move in crude over a compressed time frame has historically marked the transition from late-cycle inflation to early-cycle contraction. It is the accelerant that tips an already-fragile economy. The St. Louis Fed’s data show that the average real energy price increase prior to the 1973–1975, 1980, 1981–1982, and 1990–1991 recessions was 17.5 percent relative to the aggregate price level, and each involved a rapid, concentrated surge rather than a drawn-out grind.¹⁸

Today, investors watching oil should monitor the rate of change as closely as the level. A crude market that moves from $70 to $90 over twelve months tells a different story than one that moves from $70 to $120 in three. The first is inflationary. The second is recessionary. The asset allocation implications are nearly opposite: the first favors energy producers, TIPS, and inflation-sensitive assets. The second favors duration, defensives, and cash.

Oil is always a macro variable. But whether it leads to higher prices or lower growth depends on something markets too often overlook. The time frame determines the outcome. The speed determines the signal.

Notes

1. James D. Hamilton, “Oil and the Macroeconomy since World War II,” Journal of Political Economy 91, no. 2 (April 1983): 228–248. https://eclass.aueb.gr/modules/document/file.php/DEOS422/Hamilton-OilMacroeconomysince-1983.pdf

2. “Do Increases in Oil Prices Precede U.S. Recessions?” Michigan Technological University, 2013. https://digitalcommons.mtu.edu/etdr/632/

3. James D. Hamilton, “Oil and the Macroeconomy,” in The New Palgrave Dictionary of Economics, 2nd ed., 2005. https://econweb.ucsd.edu/~jhamilto/JDH_palgrave_oil.pdf

4. U.S. Energy Information Administration, WTI Cushing Spot Price (Monthly), Petroleum & Other Liquids. https://www.eia.gov/dnav/pet/hist/rwtcm.htm

5. U.S. Bureau of Economic Analysis, GDP Growth by Year, National Income and Product Accounts. https://www.bea.gov/data/gdp/gross-domestic-product

6. Federal Reserve Bank of St. Louis, “Rising Oil Prices and Economic Turmoil: Must They Always Go Hand in Hand?” Regional Economist, January 2001. https://www.stlouisfed.org/publications/regional-economist/january-2001/rising-oil-prices-and-economic-turmoil-must-they-always-go-hand-in-hand

7. Luca Gagliardone and Mark Gertler, “Oil Prices, Monetary Policy and Inflation Surges,” NBER Working Paper 31263, May 2023. https://www.nber.org/papers/w31263

8. Federal Reserve History, “Oil Shock of 1973–74,” Federal Reserve Bank of Richmond. https://www.federalreservehistory.org/essays/oil-shock-of-1973-74

9. NBER, “U.S. Business Cycle Expansions and Contractions,” National Bureau of Economic Research. https://www.nber.org/research/data/us-business-cycle-expansions-and-contractions

10. Federal Reserve History, “Oil Shock of 1978–79,” Federal Reserve Bank of Richmond. https://www.federalreservehistory.org/essays/oil-shock-of-1978-79

11. Federal Reserve History, “Recession of 1981–82,” Federal Reserve Bank of Richmond. https://www.federalreservehistory.org/essays/recession-of-1981-82

12. James D. Hamilton, “Causes and Consequences of the Oil Shock of 2007–08,” Brookings Papers on Economic Activity, Spring 2009. https://www.brookings.edu/wp-content/uploads/2016/07/2009a_bpea_hamilton-1.pdf

13. CNBC / DataTrek Research, “Spiking Oil Prices Have Led to Recessions in the Past,” January 3, 2020. https://datatrekresearch.com/cnbc-spiking-oil-prices-have-led-to-recessions-in-the-past-and-thats-why-the-stock-market-is-on-edge/

14. Ben S. Bernanke, Mark Gertler, and Mark Watson, “Systematic Monetary Policy and the Effects of Oil Price Shocks,” Brookings Papers on Economic Activity, 1997, pp. 91–157. https://www.brookings.edu/wp-content/uploads/1997/01/1997a_bpea_bernanke_gertler_watson_sims_friedman.pdf

15. Ciro Presno and Andrea Prestipino, “Oil Price Shocks and Inflation in a DSGE Model of the Global Economy,” FEDS Notes, August 2, 2024. https://www.federalreserve.gov/econres/notes/feds-notes/oil-price-shocks-and-inflation-in-a-dsge-model-of-the-global-economy-20240802.html

16. Paul Cashin et al., “The Differential Effects of Oil Demand and Supply Shocks on the Global Economy,” IMF Working Paper WP/12/253, 2012. https://www.imf.org/external/pubs/ft/wp/2012/wp12253.pdf

17. Olivier Blanchard and Jordi Galí, “The Macroeconomic Effects of Oil Price Shocks: Why Are the 2000s So Different from the 1970s?” MIT CEEPR Working Paper 2007-011, August 2007. https://ceepr.mit.edu/wp-content/uploads/2023/02/2007-011.pdf

18. Kevin Kliesen, “Rising Oil Prices and Economic Turmoil: Must They Always Go Hand in Hand?” Federal Reserve Bank of St. Louis Regional Economist, January 2001. https://www.stlouisfed.org/publications/regional-economist/january-2001/rising-oil-prices-and-economic-turmoil-must-they-always-go-hand-in-hand

The Lead-Lag Report is provided by Lead-Lag Publishing, LLC. All opinions and views mentioned in this report constitute our judgments as of the date of writing and are subject to change at any time. Information within this material is not intended to be used as a primary basis for investment decisions and should also not be construed as advice meeting the particular investment needs of any individual investor. Trading signals produced by the Lead-Lag Report are independent of other services provided by Lead-Lag Publishing, LLC or its affiliates, and positioning of accounts under their management may differ. Please remember that investing involves risk, including loss of principal, and past performance may not be indicative of future results. Lead-Lag Publishing, LLC, its members, officers, directors and employees expressly disclaim all liability in respect to actions taken based on any or all of the information on this writing.

• December retail sales held flat month over month and rose 2.4% year over year, yet the figures are not adjusted for price changes.¹

• The share of household debt in delinquency increased in Q4 2025, with serious credit card delinquency transitions rising.²

• Credit card balances reached roughly $1.28 trillion in Q4 2025, while borrowing costs remain near multi-year highs.³

• Auto loan delinquencies have risen across several datasets, including record stress in subprime segments.⁴

• Credit deterioration typically transmits to markets through lenders and funding channels before it appears in headline spending data.

Retail Strength Masks Balance Sheet Fragility

On February 10, investors received two signals that, taken together, complicate the narrative of an unshakable U.S. consumer. The U.S. Census Bureau reported December 2025 retail and food services sales of $735.0 billion, essentially unchanged from November and up 2.4% from a year earlier.¹ The same release emphasized that the figures are not adjusted for price changes.¹

Hours later, the Federal Reserve Bank of New York’s Q4 2025 Household Debt and Credit update showed that 4.8% of outstanding household debt sat in some stage of delinquency, up from the prior quarter.² The report also flagged rising serious delinquency transitions for credit cards even as certain non-housing categories leveled out.²

Retail sales capture what households purchased in a given month. They do not capture how that spending was financed, whether balances are being revolved at elevated interest rates, or how close a subset of borrowers sits to payment stress. That distinction matters when borrowing costs remain high and credit utilization carries more weight in supporting consumption.

Broader consumption data reinforce the composition issue. The Bureau of Economic Analysis’ December 2025 Personal Income and Outlays release showed that growth in current-dollar personal consumption expenditures was driven by services, while goods spending declined.⁵ Real PCE increased only modestly.⁵ Retail sales, concentrated in goods and a narrow slice of services, therefore provide an incomplete read on household balance sheet pressure.

Meanwhile, the Federal Reserve’s G.19 consumer credit report for December 2025 showed that revolving credit continued to expand, with December growth exceeding the fourth-quarter pace.⁶ Credit growth is not, by itself, evidence of distress. Yet in a high-rate environment, expanding revolving balances raise the base upon which delinquencies and interest burdens compound.

The structural risk is straightforward: nominal spending can remain steady while repayment capacity erodes at the margin. That erosion tends to appear first in delinquency rates, minimum-payment behavior, and lender underwriting decisions—long before a collapse in store receipts.

Credit Card Expansion Meets Elevated Delinquency Risk

Credit cards sit at the center of this divergence because they allow households to sustain spending even as cash flow tightens. The New York Fed reported that credit card balances increased by $44 billion in Q4 2025 to roughly $1.28 trillion, with total household debt approaching $18.8 trillion.³ Rising balances in isolation are not unusual. Rising balances alongside elevated borrowing costs warrant closer scrutiny.

Borrower-level delinquency data point to stress that is no longer improving cleanly. TransUnion’s Q4 2025 Credit Industry Insights release reported a 90+ days past due credit card delinquency rate of 2.58% at the borrower level and noted a recent uptick after several quarters of year-over-year improvement.⁷ Issuers, according to the same release, expanded balances while managing risk by assigning lower initial credit limits to below-prime accounts.⁷ That approach supports growth while containing exposure, yet it signals active portfolio management in response to performance concerns.

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Key Highlights

• A sustained shift from net official gold buying to net selling would mark a meaningful regime change in global reserve management.

• The reason for selling matters more than the headline. Orderly portfolio rebalancing signals confidence; emergency liquidity sales signal stress.

• Gold’s role in a fiat system is tied to trust, crisis insurance, and geopolitical hedging.

• Since 2008, central banks have treated gold as a strategic reserve asset. Any reversal would carry unusual informational weight.

• Investors should analyze who is selling, how they are selling, and what other macro signals accompany the move.

A Regime Shift Hiding in Plain Sight

Imagine a town selling its fire truck. Either leaders believe the neighborhood has become safer, or they urgently need cash. Central bank gold sales operate under the same logic.

The investment thesis is straightforward: a broad, sustained turn from official net buying to official net selling would represent a regime shift. The interpretation depends on context. Gold moves not only on inflation narratives, but on trust and liquidity. Central banks sit at the center of both.¹

Gold demand has remained historically elevated in recent years. The World Gold Council reported that total demand exceeded 5,000 tonnes in 2025, with investment demand rising and central bank purchases still substantial, even after moderating from prior peaks.¹ That backdrop matters. A world in which central banks are accumulating gold sends a different macro signal than one in which they are distributing it back into the market.

Fiat currency is backed by the taxing authority of governments and the credibility of central banks, not by convertibility into metal. Trust and policy discipline do the heavy lifting. Gold occupies a peculiar place in that system. It is not anyone’s liability. Treasury bills depend on an issuer. Bank deposits depend on institutions and legal frameworks. Gold stands outside that chain.

Reserve managers consistently cite gold’s long-term store-of-value characteristics, performance during crises, and diversification properties. Surveys also point to concerns over sanctions risk and structural shifts in the international monetary system.² IMF research similarly documents the post–Global Financial Crisis rise in official gold holdings, led primarily by emerging markets.⁶

Gold is not a museum artifact in central bank vaults. It is classified as “monetary gold” when held as part of official reserves.³ It can also be mobilized through swaps and repurchase-style arrangements, allowing central banks to obtain liquidity without permanently reducing reserves.³ That distinction matters. Mobilization and outright sales send different signals.

Confidence Sales vs. Stress Sales

Not all central bank selling looks the same.

A confidence sale tends to be pre-announced, structured, and paced to avoid market disruption. It is framed as portfolio optimization rather than necessity.

The United Kingdom’s gold auctions between 1999 and 2002 illustrate this model. HM Treasury disclosed that approximately 395 tonnes were sold across 17 auctions, restructuring reserves toward foreign currency assets.⁷ The rationale emphasized liquidity and risk management. Subsequent Bank of England analysis described a transparent, rules-based auction structure aligned with prevailing market benchmarks.⁸

Switzerland offers another example. The Swiss National Bank completed sales of 1,300 tonnes by March 2005 following legal reforms that removed gold-standard constraints. The program was described as transparent and tied to excess reserve capital no longer required for monetary purposes.⁹

In both cases, officials conveyed that they could afford to sell. Gold was treated as optional insurance within a stable monetary regime.

Stress sales look different. They emerge when external financing channels narrow and hard currency liquidity becomes scarce.

India’s 1991 balance-of-payments crisis is a textbook case. Government documentation describes how gold was leased and physically shipped abroad to raise foreign exchange during acute external pressure.¹² The move was not a commentary on valuation. It was a funding decision under duress.

Modern systems add complexity. Central banks can pledge or swap gold before resorting to outright sales. The Bank for International Settlements lists gold-related services including swaps and location exchanges for central banks.¹¹ The IMF’s 2009–2010 gold sales program similarly emphasized phased, carefully managed transactions to avoid destabilizing markets.¹⁰

The key takeaway: stress often appears first as gold being mobilized, not sold. When outright sales arrive abruptly or without clear structure, markets pay attention.

The Post-2008 Pivot

Any shift toward official selling today would occur in a very different landscape than in the late 1990s.

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• Ares’ $1.6 billion financing for the Evermark transaction highlights how private credit has become a primary source of capital for leveraged buyouts.¹

• Private lenders now fund the majority of global LBO activity, reflecting a structural shift away from traditional banks.²

• The expansion of private credit strengthens the earnings and strategic positioning of publicly listed private-equity and leveraged-finance firms.

• The WHITEWOLF Publicly Listed Private Equity ETF (LBO) is designed to capture this ecosystem through diversified exposure to listed beneficiaries of private capital growth.³

A Billion-Dollar Loan Without a Bank

A decade ago, a $1.6 billion acquisition loan would almost certainly have been led by a syndicate of global investment banks. Today, that assumption no longer holds. Ares Management’s role in leading the $1.6 billion debt financing behind the merger of Suave and Elida Beauty into Evermark illustrates just how far private credit has moved into territory once dominated by banks.¹

What made the transaction notable was not simply its size, but its execution. The financing was delivered by Ares’ private credit platform rather than through syndicated loans or public debt markets. The speed and certainty of that capital allowed Yellow Wood Partners, the transaction’s private-equity sponsor, to close the deal without relying on market conditions or investor appetite for broadly distributed debt.

This was not an isolated instance. Around the same period, Ares also arranged an upsized $1.6 billion loan for Veritas Capital’s acquisition of Global Healthcare Exchange, using portability provisions that allowed the debt to transfer seamlessly to the new owner.⁴ Such borrower-friendly structures underscore why private lenders have become increasingly attractive partners for buyout sponsors.

The broader implication is clear. Private credit platforms now possess the scale, balance-sheet capacity, and underwriting expertise to execute financings that rival traditional bank syndicates. That capability fundamentally alters the competitive landscape for leveraged finance. For private-equity firms, it reduces execution risk. For lenders, it reinforces their role as essential infrastructure within the buyout ecosystem.

This shift matters because leveraged finance sits at the core of private-equity economics. The ability to secure reliable, flexible financing directly influences deal volume, transaction structures, and returns. As private lenders step into that role, they strengthen the economic moat around firms that operate at the intersection of private equity and credit.

Private Credit Takes the Lead in Buyout Financing

Data now confirms what transactions like Evermark signal. Private credit has become the dominant source of leveraged-buyout financing globally. In 2024, private lenders supplied roughly three-quarters of LBO debt, marking the highest share in at least a decade.² Early 2025 figures indicate that share has climbed further, exceeding four-fifths of new buyout financing.²

Banks, constrained by post-financial-crisis regulations and balance-sheet limitations, have steadily retreated from riskier leveraged lending. Capital requirements and regulatory scrutiny have made large, highly levered transactions less attractive for traditional lenders. Private credit funds, less encumbered by these constraints, filled the void.

Speed has been a critical differentiator. Direct lenders can underwrite and hold entire loans, avoiding the syndication risk inherent in bank-led financings. In volatile markets, that certainty is often worth paying for. Buyout sponsors value the ability to lock in capital quickly, especially when competing for assets or navigating uncertain market conditions.

Customization has also played a role. Private loans frequently include tailored covenant packages, delayed-draw features, and transferability provisions that are difficult to achieve in public markets. These features reduce friction for sponsors and enhance flexibility across ownership changes.

While banks have regained some footing during periods of market stability, the longer-term trajectory remains intact. Private credit’s rise reflects a structural realignment rather than a temporary dislocation. The leveraged-finance market is no longer defined solely by syndicated loans and high-yield bonds. It now includes a deep and growing pool of private capital capable of supporting complex transactions across market cycles.

For investors, this matters because it reshapes where economic value accrues. Fee income, interest income, and asset growth increasingly flow through private-market platforms rather than traditional banking channels. Firms positioned within this ecosystem benefit not only from transaction activity, but from the durability of demand for non-bank capital.

Why the Private Credit Boom Supports Listed Private-Equity Firms

Private credit assets under management now exceed $1.7 trillion globally, reflecting years of steady inflows from institutional investors seeking differentiated income streams.⁵ The appeal lies in contractual cash flows, seniority in the capital structure, and limited correlation to public equity markets.

Borrowers, meanwhile, have embraced private credit for its discretion and reliability. Private loans avoid the disclosure requirements and market exposure associated with public debt issuance. In uncertain environments, that discretion becomes particularly valuable.

These dynamics reinforce the business models of publicly listed private-equity and alternative-asset managers. Firms that operate both credit and equity platforms benefit from internal synergies. Private-equity sponsors generate demand for financing, while affiliated credit platforms supply it. This alignment supports asset growth, recurring fee revenue, and long-term earnings visibility.

Publicly traded vehicles provide a way for investors to participate in this trend without committing capital to illiquid private funds. Business Development Companies, alternative-asset managers, and listed private-equity firms all stand to benefit from sustained private-market activity. Their earnings are tied not only to asset appreciation, but to the ongoing provision of capital across thousands of private companies.

The WHITEWOLF Publicly Listed Private Equity ETF (LBO) was constructed with this ecosystem in mind. Launched in late 2023, the actively managed ETF invests in publicly traded firms that play central roles in leveraged buyouts, private credit, and private-equity ownership.³ Its holdings span asset managers, direct lenders, and specialty finance companies that collectively underpin modern private-market finance.

By design, the fund seeks to capture the structural growth of private capital rather than the performance of individual transactions. This approach reflects a broader thesis: private markets are absorbing a larger share of corporate financing and ownership, and listed firms that facilitate this process are positioned to benefit over time.

Risks remain. Credit cycles turn, defaults rise, and deal activity can slow during economic downturns. However, private credit’s ability to negotiate restructurings privately and its senior position in capital structures can mitigate downside risk relative to equity-only strategies.

From a portfolio-construction standpoint, exposure to listed private-equity and leveraged-finance firms introduces a hybrid profile. These businesses combine elements of equity growth and income generation, offering diversification relative to traditional stocks and bonds.

The Ares financing serves as a case study rather than an anomaly. It illustrates how private credit has matured into a cornerstone of corporate finance. As long as banks remain constrained and companies continue to seek flexible capital solutions, private lenders are likely to remain indispensable.

For investors, the implication is straightforward. The growth of private credit strengthens the economic foundation of firms operating within the leveraged-finance ecosystem. Vehicles like LBO provide a transparent, liquid way to access that theme, aligning portfolios with the evolving structure of global capital markets.

Footnotes

1. ABL Advisor. “Ares Leads $1.6B Debt Financing to Support Suave Brands and Elida Beauty Merger to Create Evermark.” January 29, 2026.

2. S&P Global Market Intelligence. “Private Debt’s Share of Buyout Financing Hits Decade High.” February 6, 2025.

3. White Wolf Capital Advisors, LLC. “White Wolf Announces the Launch of Its First Exchange-Traded Fund.” November 29, 2023.

4. Private Equity Insights. “Ares Upsizes $1.6bn Loan as Private Credit Leans on Deal Portability.” January 2026.

5. NEPC. “The NEPC Guide to Private Debt.” December 22, 2025.

Important Information:

Investors should consider the investment objectives, risks, charges and expenses carefully before investing. For a Prospectus or Summary Prospectus with this and other information about the Fund, please call +1-305-605-8888 or visit our website at https://lbo.fund/. Read the prospectus or summary prospectus carefully before investing.

Investment Risk. When you sell your Shares of the Fund, they could be worth less than what you paid for them. The Fund could lose money due to short-term market movements and over longer periods during market downturns. Listed Private Equity Companies Risk. There are certain risks inherent in investing in listed private equity companies, which encompass financial institutions or vehicles whose principal business is to invest in and lend capital to or provide services to privately held companies. Generally, little public information exists for private and thinly traded companies, and there is a risk that investors may not be able to make a fully informed investment decision. Business Development Company (BDC) Risk. BDCs generally invest in less mature U.S. private companies or thinly traded U.S. public companies which involve greater risk than well-established publicly traded companies. While the BDCs in which the Fund invests are expected to generate income in the form of dividends, certain BDCs during certain periods of time may not generate such income. Master Limited Partnership Risk. An MLP is an entity that is classified as a partnership under the Internal Revenue Code of 1986, as amended, and whose partnership interests or “units” are traded on securities exchanges like shares of corporate stock. Investments in MLP units are subject to certain risks inherent in a partnership structure, including (i) tax risks, (ii) the limited ability to elect or remove management or the general partner or managing member, (iii) limited voting rights and (iv) conflicts of interest between the general partner or managing member and its affiliates and the limited partners or members.

An investment in the Fund involves risk, including possible loss of principal. Exchange-traded funds (ETFs) trade like stocks, are subject to investment risk, fluctuate in market value and may trade at prices above or below the ETF’s net asset value (NAV), and are not individually redeemable directly with the ETF. Brokerage commissions and ETF expenses will reduce returns. ETFs are subject to specific risks, depending on the nature of the underlying strategy of the Fund, which should be considered carefully when making investment decisions. For a complete description of the Fund’s principal investment risks, please refer to the prospectus.

Shares of the Funds Are Not FDIC Insured, May Lose Value, and Have No Bank Guarantee.

The Fund is distributed by PINE Distributors LLC. The Funds’ investment adviser is Empowered Funds, LLC, which is doing business as ETF Architect. White Wolf Capital Advisors, LLC serve as the Sub-advisers to the Fund. PINE Distributors LLC is not a iliated with ETF Architect or White Wolf Capital Advisors, LLC.

DISCLAIMER – PLEASE READ: This is a sponsored article for which Lead-Lag Publishing, LLC has been paid a fee. Lead-Lag Publishing, LLC does not guarantee the accuracy or completeness of the information provided in the article or make any representation as to its quality. All statements and expressions provided in this article are the sole opinion of White Wolf and Lead-Lag Publishing, LLC expressly disclaims any responsibility for action taken in connection with the information provided in the discussion. The content in this writing is for informational purposes only. You should not construe any information or other material as investment, financial, tax, or other advice. A participant may have taken or recommended any investment position discussed, but may close such position or alter its recommendation at any time without notice. Nothing contained in this article constitutes a solicitation, recommendation, endorsement, or offer to buy or sell any securities or other financial instruments in any jurisdiction. Please consult your own investment or financial advisor for advice related to all investment decisions.