CHAPTER 0

HOW THE SAUSAGE IS MADE

A conversation with a former Lincoln International valuation professional — now in the RIA space — who has touched every major BDC and CCLFX.

CCLFXLincoln InternationalBDCsCLO StructureMarks

In March 2026, I spoke with a former Lincoln International valuation professional — now working in the RIA space — who has direct experience valuing Cliffwater Corporate Lending Fund's portfolio. Lincoln is the third-party valuation firm Cliffwater relies on to mark its book. This person has touched every major BDC in the space.

The conversation got heated. We agree on some mechanics. We disagree fundamentally on whether marks should follow market spreads or sit at par until a borrower misses a payment.

What follows is a sanitized account of that conversation, organized by topic. Source identity withheld. Substance preserved.

> CLIFFWATER'S CLO STRUCTURE

> NICK

Walk me through the CLOs. A lot of people are calling this CLO equity and saying the look-through leverage is 10-12x. What do you actually see?

> SOURCE

The look-through leverage when you factor in the CLO is about 0.6 to 0.7 turns. They're leveraging their CLOs one to one and a quarter, which is what most BDCs do across their entire book. It's pretty weak leverage for a CLO. And this is not CLO equity. Cliffwater buys the entire loan tranche. They're not dicing this thing up into sleeves. They just own everything and structure it as a CLO.

> NICK

So why structure it as a CLO at all?

> SOURCE

They can borrow cheaper against the CLO than they could on their balance sheet in a secured or unsecured manner. SOFR plus 125 basis points, roughly. It's isolated, which gives them protection. And it works for compliance. When a lead underwriter like Ares lets out $300 million of a $500 million deal, they sell off pieces — Cliffwater is buying those loans from people that just funded, but in a group, and structuring it like a CLO. It's functionally an SMA for that lender relationship.

TRANSLATION:

Cliffwater's CLOs are not the leveraged equity tranches people associate with 2008. They're packaging loans they already own into CLO wrappers for cheaper funding and compliance. Effective leverage: ~2x (50% equity in the structure). The borrowing cost is approximately SOFR + 125bps. About one-third of assets sit in CLOs or coordinated structures.

> NICK

So if the CLO loses 10%, how much does Cliffwater lose?

> SOURCE

They have 50% equity in the asset. So you have access to $200 of exposure with $100 in the margin account. Basically 2x.

> HOW ARCC IS DIFFERENT

> SOURCE

Look at ARCC. They own the equity as a GP in CLOs. They slice the CLO into sleeves — the A-tranche gets 3%, pays out first, very low duration and risk. The Z-sleeve makes 18-19% but doesn't get any payments until the senior tranches are served first. ARCC charges everyone a 2% management fee for participating in the CLO. Unless defaults exceed what the fee income covers, they're more than compensated. ARCC takes about 10 basis points a year in defaults. That hits their equity sleeve at 50 bps, but they're charging 80% of the CLO participants 2% — way more than offsets the risk.

> SOURCE

Cliffwater doesn't do any of this. No equity sleeve. No tranche structure. They own the loans outright and package them for borrowing efficiency. Totally different animal.

> THE PIK PROBLEM

> NICK

Cliffwater has never had a losing year. They have a 41-month win streak. Zero non-accruals to my knowledge from parsing every single filing. They only amend and extend. Do you think as a credit guy that is within the realm of reality?

> SOURCE

What makes you so confident they have non-accruals?

> NICK

I have 53 that they did not report. It's not in any fact sheet.

> NICK

How many PIKs does Cliffwater have?

> SOURCE

Less than 1% of their asset value is in amendment PIK. Far less than 1%.

> NICK

That's what they're telling you. They take a $100 million loan, roll the interest into PIK, then say “oh, we only have $25 million in PIK.” What about the $100 million? That original loan — they're not counting it.

NICK'S DATA:

58 amendment PIKs out of 189 loans parsed — roughly one-third of the portfolio by count. Cliffwater reports less than 1% by asset value. The discrepancy comes from how they define and bucket amendment PIK versus original loan balances. They also appear to average across the ~one-third of the book sitting in CLOs or PIVs they claim not to control.

> THE MARKING DEBATE

> NICK

When the leveraged loan index says a BB bond should be at 88 cents and Cliffwater has that at 100, how do you justify that?

> SOURCE

Just because it's software does not mean it's worthless to a creditor who has a 60% equity cushion. When they underwrite the loan — has anything materially changed in what we were thinking? No. So therefore the mark doesn't need to change.

> NICK

What about the possibility that you were wrong in your underwriting to begin with? You have Wealth Enhancement Group paying PIK now — a company that rolled up IRAs while robo-advisors eat the business. But don't worry, spreads are fine? Identical loans, spreads are fine?

> SOURCE

These are not public bonds. This is not how lenders work. This is not public debt. These are banks.

> NICK

The entire credit market is fucked.

> SOURCE

If you think the entire credit market is fucked, there are many things that will be problematic.

THE CORE DISAGREEMENT:

The source argues that private credit marks should reflect underwriting fundamentals — if the borrower is current and the equity cushion is intact, the mark stays. Nick argues that spreads are market signals that reflect real repricing of risk, and ignoring them creates the illusion of stability. Both positions have internal logic. Only one of them has a 41-month win streak.

> LIBERATION DAY — APRIL 2025

> NICK

April 2025. Did spreads blow out or did they not?

> SOURCE

It blew out only 30 basis points.

> NICK

But they mark monthly. Their fact sheet shows performance per month. In April, they were up. Spreads blew out after Liberation Day and Cliffwater marked up.

THE EVIDENCE:

In April 2025, after Liberation Day triggered a broad market selloff and credit spread widening, Cliffwater's monthly performance was positive. The Morningstar Leveraged Loan Index moved down. Software spreads moved an additional 20 basis points wider than the broad market. The source's defense: 30 bps isn't material enough to warrant mark changes on performing loans.

> SLEEP NUMBER — A CASE STUDY

> NICK

They marked up a website — sleepnumber.com — from 35 cents to 42 cents. That business has been eliminated by Google. AI is destroying it. It's a URL. It's not worth 42 cents. I would bet everything I have.

> SOURCE

I don't know anything about this particular situation. That company probably owns property, probably owns receivables they're collecting on.

> NICK

It doesn't. It's not protected by hard assets. There's no way that business is worth remotely close to 42 cents on the dollar of the debt.

> SOURCE

Something that distressed isn't working on these sort of assumptions. At $0.34, you're probably dealing with likely payback in a court document.

> NICK

So why did it go up?

> SOFTWARE EXPOSURE & HUNG DEBT

> NICK

When JP Morgan walks out of Qualtrics — a $6.3 billion software deal — that's hung debt. What happens to supply?

> SOURCE

Deals get walked out on all the time. Software spreads have moved 20 basis points more than the broad market.

> NICK

You want to point to the spread and say it's only 20-30 bps. You're not talking about the selection bias in which software deals are actually getting closed right now. You don't want to talk about the fact that more software deals are getting walked away from. And you want to say these should all be marked at par because it's not that bad.

CONTEXT:

Cliffwater has approximately 20% exposure to software and technology loans. Software-specific spreads have widened more than the broad leveraged loan market. The Qualtrics deal collapse signals that the largest arrangers are walking away from software-sector risk — meaning the deals that do close have survivorship bias baked in. The marks assume everything that closed was worth closing on.

> THE SPLIT

> SOURCE

I don't personally agree with you. I don't think the entire credit market is fucked. I think we're in for a healthy reset on spreads and default rates — probably need to go back to historic norms, maybe a little higher.

> NICK

That's why it's a market.

TAKEAWAY:

A former Lincoln professional who has valued these exact portfolios — at the firm Cliffwater pays to mark its book — pushed back on every data point. Not because the data was wrong, but because the framework for how private credit “should” be marked doesn't use market prices. The defense is the methodology itself. If fundamentals haven't changed, the mark doesn't move. The question is whether fundamentals have changed and nobody is looking.

HOW THE SAUSAGE IS MADE

What this conversation actually reveals about the mechanics of private credit valuation — the chain of decisions, incentives, and structural design that produces a 41-month win streak.

> STEP 1: WHO MARKS THE BOOK

Cliffwater pays Lincoln International to produce third-party fair value marks on its portfolio. This is the same Lincoln International the source worked at. The same firm that touches every major BDC.

The fund hires the valuation agent. The valuation agent marks the book. The fund reports the marks to investors. The fund's NAV — which determines management fees, performance reporting, and redemption prices — is a direct output of those marks.

This is not a conflict of interest in the legal sense — third-party valuation is industry standard and required. But the incentive alignment is one-directional: no valuation firm has ever been fired for marking a book too high. Plenty have been fired for marking it too low.

> STEP 2: THE METHODOLOGY SHIELD

The source's defense on every single data point was the same: “Has anything materially changed since underwriting? No. So the mark doesn't move.”

This is the core mechanic. Private credit is not marked to market — it is marked to model. The model says: if the borrower is current on payments and the original underwriting thesis hasn't been formally invalidated, the loan stays near par. Spreads can blow out. Comparable public bonds can trade at 85 cents. JP Morgan can walk away from a $6.3 billion deal in the same sector. The mark doesn't move.

The methodology itself becomes the shield. You can't argue the mark is wrong because the mark isn't trying to reflect what the asset would sell for. It's reflecting what the valuation model says the asset is “worth” based on inputs the fund influences.

> STEP 3: AMEND AND EXTEND — NEVER RECOGNIZE

The source confirmed Cliffwater has zero non-accruals and only amends and extends. When a borrower can't pay, the loan gets restructured — maturity pushed out, interest converted to PIK, covenants loosened. The borrower is now “current” again. The mark doesn't move because — per Step 2 — nothing has “materially changed.”

But the amendment is the material change. Converting cash interest to PIK means the borrower couldn't pay. Extending maturity means the original timeline failed. Loosening covenants means the business breached its commitments. Each of these is a credit event. None of them are treated as one.

Result: 58 amendment PIKs out of 189 loans. One-third of the portfolio by count has been restructured. Reported PIK exposure: less than 1% of asset value. The gap between those two numbers is the sausage.

> STEP 4: THE PIK ACCOUNTING

The transcript reveals a specific mechanic: take a $100 million loan, amend it to PIK, then report only the accrued PIK interest (~$25 million) as “in PIK.” The original $100 million loan balance? Not counted.

This is how you get from 58 amendment PIKs (one-third of the book by count) to “less than 1% of AUM in PIK” (the number the source was given). The definition of what counts as “in PIK” excludes the loan principal — only the rolled interest accrual is bucketed.

They also appear to average across the ~one-third of the book sitting in CLOs or coordinated PIVs they claim not to control — diluting the numerator by inflating the denominator with assets that are structurally excluded from the distress metrics.

> STEP 5: THE ORIGINATION CHAIN

The source walked through how loans actually get made. A lead underwriter like Ares commits$300 million of a $500 million deal. They keep some on balance sheet, put some in their CLO, then sell off pieces at an OID of97 cents. They can flip at 97.5–98 and pocket the day-one arbitrage.

Cliffwater buys those freshly funded loans in a group and packages them into a CLO wrapper. Their name goes on the credit agreement. They fund capital day one alongside the BDC.

This means Cliffwater's portfolio isn't independently sourced — it's built from the same loan pipeline as every other BDC, purchased from the same arrangers, at the same terms, into the same sectors. The diversification is nominal. The correlation to the BDC complex is structural.

> STEP 6: THE CLO AS FUNDING WRAPPER

The source clarified something important: Cliffwater's CLOs are not CLO equity. They own the entire tranche — no A/B/Z sleeves, no waterfall. The CLO wrapper exists for three reasons:

  • 1. Cheaper leverage — borrow at SOFR + 125bps against CLO assets vs. unsecured balance sheet debt
  • 2. Compliance — structured vehicle satisfies regulatory requirements for certain co-investment partners
  • 3. Isolation — if the CLO takes losses, it's ring-fenced from the rest of the fund

Effective leverage: ~2x (50% equity in the structure). Not the 10-12x some have claimed. But this creates its own question:

If the CLO is just a funding wrapper and Cliffwater owns everything inside it, why does ~one-third of the book in CLOs/PIVs get treated as a separate sleeve they “don't control” when reporting distress metrics? You can't use the CLO for cheaper leverage and use it as a shield against reporting what's inside.

> STEP 7: THE SPREAD FIREWALL

The most revealing moment in the conversation: the source's repeated insistence that “these are not public bonds — this is not how lenders work.”

This is the firewall. Public credit trades and reprices in real time. Private credit doesn't trade — so it doesn't reprice. The source's position is that this is afeature, not a bug. You underwrote the loan at par. The borrower is paying. The equity cushion was 60% at origination. The mark stays.

But the equity cushion was calculated using sponsor-marked enterprise values at peak-cycle EBITDA multiples. If the EV was inflated at origination, the cushion was always thinner than reported. And when the source says “nothing has materially changed,” it's because the inputs to the model — the same sponsor-influenced inputs — haven't been updated.

Marks justifying marks. The entire chain is self-referential. Public markets say 88 cents. The model says 100. The model wins because the model is the methodology, and the methodology is the product.

> STEP 8: SURVIVORSHIP IN THE PIPELINE

When Nick brought up JP Morgan walking on the $6.3 billion Qualtrics deal, the source said: “Deals get walked out on all the time.”

That's the point. If the largest arrangers are walking away from software deals, the deals that do close are the survivors. The spread data only reflects surviving deals. The marks only reflect loans that were funded. The loans that were walked away from — the ones where risk was too high even for the arrangers — don't appear in any dataset.

So when the source says “software spreads only moved 20 bps more than broad market,” that 20 bps is measured on the deals that closed. The real risk repricing is in the deals that didn't. And Cliffwater's existing software book — ~20% of the portfolio — was underwritten before the walking started.

> STEP 9: MARKS BASED ON ASSUMPTIONS, NOT PRICES

Here is the thing people miss about private credit marks: they are not based on what the asset would sell for. They are not based on where a comparable loan trades. They are based on the assumptions that existed when the loan was originated — adjusted only for changes in credit spreads, not actual transaction prices.

The valuation model takes the original underwriting spread, compares it to current benchmark spreads, and adjusts the mark. If spreads widen 30 bps, the mark moves a few cents. If spreads don't move, the mark doesn't move — regardless of what is happening inside the business, inside the sector, or inside the borrower's ability to service the debt.

There is no price discovery. There is no bid. There is no offer. There is no market clearing mechanism. The “mark” is an output of a model whose primary input is the spread environment — and even that input is applied with lag and discretion.

This is why Cliffwater can mark up in April 2025 when the leveraged loan index marks down. The model says: spreads didn't move enough in my specific bucket. The market says: risk just repriced across the entire credit complex. The model wins.

> STEP 10: GAAP IS FAILING

ASC 820 — the GAAP standard for fair value measurement — classifies assets into three levels. Level 1: quoted market prices. Level 2: observable inputs (comparable trades, broker quotes). Level 3: unobservable inputs (models, assumptions, management estimates).

Virtually the entire Cliffwater portfolio is Level 3. There are no quoted prices. There are no comparable trades in sufficient volume. The “fair value” is whatever the model says, using inputs that the fund and its valuation agent select.

GAAP was not designed for a $3.5 trillion asset class that doesn't trade. The standard assumes that Level 3 is the exception — a small bucket of hard-to-value assets in an otherwise observable portfolio. In private credit, Level 3 is the portfolio. The exception became the rule, and GAAP has no mechanism to challenge it.

The auditor signs off on the methodology, not the marks. PCAOB reviews have found deficiencies in Level 3 fair value audits — including at Cliffwater's own auditor — but deficiency findings don't change the marks. The accounting framework is structurally incapable of catching what's happening because it was never built for a world where the entire book is unobservable.

> STEP 11: NO GRANULARITY UNTIL ARM-TWISTED

Notice what happened in this conversation. The source — someone who has been inside the valuation process — was given a number: “less than 1% in PIK.” He believed it. He had no reason not to. That was the number Cliffwater provided.

It took Nick parsing every single SEC filing, line by line, to find the 58 amendment PIKs out of 189 loans. It took building a database from N-PORT and N-CSR filings to surface the 53 unreported non-accruals. None of this was in the fact sheet. None of it was in the marketing materials. None of it was volunteered.

This is the granularity problem. Interval funds report in aggregate. They give you a NAV, a return, a yield, and a one-page fact sheet. The underlying loan-level data is buried in SEC schedules of investments that run hundreds of pages. The format is designed for compliance, not comprehension.

Investors don't get position-level marks. They don't get amendment histories. They don't get PIK conversion dates. They get: “less than 1%.” And unless someone builds a forensic parser and goes loan by loan, that number is never challenged. The opacity is not a side effect — it is the product.

> STEP 12: SOFR + 700 IS NOT HEALTHY

The source treated the spread environment as evidence that the system is working. Loans are paying SOFR + 500 to SOFR + 700. Borrowers are current. Coupons are flowing. What's the problem?

The problem: at SOFR 3.6%, S+700 is an all-in cost of capital of 10.6%. S+500 is still 8.6%. These are not investment-grade corporations. These are middle-market companies — software firms, healthcare services, business services — with $50-250M of EBITDA, often loaded with 5-7x leverage from the sponsor's LBO.

A company paying 9-11% on its debt needs to generate unlevered returns well above that just to service the interest. For the vast majority of these businesses, that math does not work. A software company growing 5-10% with 70% gross margins but 6x leverage is spending more than half its free cash flow on interest alone. A services business at 40% FCF conversion is underwater. The cost of capital cannot be unlevered on most of these businesses.

When SOFR was near zero, S+600 meant a 6% coupon. Manageable. When SOFR went to 500+ bps at peak, that same S+600 became an 11%+ coupon. Even now at 3.6%, S+600 is still 9.6% — a cost of capital that most middle-market companies cannot earn through on an unlevered basis. The contractual spread didn't change. The economic burden nearly doubled from the zero-rate era. And the marks didn't move because — per the methodology — “nothing has materially changed.”

The coupons are flowing today because companies are choosing between paying cash interest and dying. Many are converting to PIK — which Cliffwater redefines as less than 1%. Others are drawing on revolvers. Others are selling assets. The coupon is current right up until the moment it isn't. And when it stops, the amend-and-extend machine catches it before the mark does.

> STEP 13: PRACTICALLY ALL OF CLIFFWATER IS UNITRANCHE

The source tried to describe Cliffwater's CLO structure as something nuanced — different from ARCC's equity tranches, different from traditional CLO waterfalls. But when pressed on what Cliffwater actually owns, the answer kept coming back to the same thing: they own the whole loan.

No A-tranche. No B-tranche. No Z-sleeve. No waterfall. Cliffwater buys the entire tranche and sits on it. That is a unitranche — a single layer of debt with no structural subordination beneath it and no structural protection above it.

This matters because unitranche has a specific risk profile. In ARCC's CLO equity model, defaults hit the equity sleeve at 50 bps but management fees from senior tranches more than offset the loss. There's a buffer. In Cliffwater's unitranche model, every dollar of loss hits the fund dollar for dollar. There is no fee income from senior tranches absorbing the first loss. There is no subordination.

And yet Cliffwater markets itself with a Sharpe ratio above 11 on its enhanced fund. A unitranche portfolio with 2x CLO leverage, no structural protection, 20% software exposure, SOFR + 700 cost of capital to borrowers, and one-third of the book in amendment PIK — and the risk-adjusted return is better than Renaissance Technologies.

The Sharpe ratio is an output of the marks. If the marks don't move, volatility is near zero. If volatility is near zero, any positive return produces an infinite Sharpe. The “11 Sharpe” is not evidence of superior risk management. It is evidence that the marks are not reflecting risk.

> THE OUTPUT: A 41-MONTH WIN STREAK

Put it all together:

  • > The fund hires the valuation firm
  • > The valuation firm uses a methodology that doesn't reference market prices
  • > Marks are based on origination assumptions and spread changes — not actual prices or bids
  • > GAAP Level 3 was designed as the exception — here it is the entire portfolio
  • > When a borrower can't pay, the loan gets amended — not marked down
  • > PIK is defined narrowly enough to exclude the vast majority of restructured loans
  • > No granularity is provided until someone parses every SEC filing by hand
  • > One-third of the book sits in structures used to dilute distress reporting
  • > Equity cushions are calculated on sponsor-marked EVs at peak multiples
  • > Spread movements in public markets are dismissed as irrelevant
  • > Survivorship bias in the origination pipeline inflates apparent sector health
  • > SOFR + 700 cost of capital is unsustainable for most borrowers — but coupons flow until they don't
  • > Practically the entire book is unitranche — no structural protection, every loss hits dollar for dollar

The output: a fund that has never had a losing month in 41 consecutive months. Zero reported non-accruals. Less than 1% PIK by their definition. NAV that goes up when the leveraged loan index goes down.

The source — a person who built these models at Lincoln — didn't dispute the data. He disputed the framework. His position: this is how private credit is supposed to work. The marks aren't wrong because the marks aren't trying to be market prices. They're trying to be fair values under a model that the industry designed, the regulators accepted, and the valuation firms execute.

THE QUESTION:

If fair value can be 100 cents when market value is 88 cents, when the sector is seeing hung debt and walked deals, when one-third of the book is in amendment PIK, and when the fund has never once lost money — is the methodology measuring value, or is it manufacturing it?

OUTSTANDING:

Source agreed to send examples of “worst offender” loans — specific positions where marks are most defensible or most questionable. Pending.