The Cleanest Private Credit Numbers Hide the Worst Risk

“A clean number isn’t necessarily the absence of risk. It’s the risk you may not have identified yet.”

I’ve spent decades buying paper on distressed real estate, and the most dangerous file I see is the one that looks fine. Distress rarely announces itself. It hides inside numbers that are technically true and completely misleading at the same time.

Private credit is sitting in that exact spot right now.

Here’s the mechanism, plainly.

EBITDA, the earnings before interest, taxes, depreciation, and amortization, was built to compare operating performance by stripping out the noise. Useful. But look at what it strips out first: interest.

In a world where money was nearly free, ignoring interest cost was a rounding error.

In a world of higher rates and floating-rate private credit paper, interest isn’t noise anymore. It’s the whole story.

The number that made a borrower look strong is calculated before the single line item most likely to sink them.

A company can post growing EBITDA and still lose ground every quarter to debt service it can no longer outrun.

The report says capacity. The cash flow says something else. And private credit, by design, is stacked with the floating-rate, covenant-light structures where that gap hides best.

This is why “the paper priced clean” should make you lean in, not relax. Clean pricing in private credit today often means the risk got documented into a form that looks safe, not that the risk went away.

For anyone holding debt exposure, the practical move isn’t hard to describe: stop reading EBITDA as capacity and start reading it as a starting point you have to net against real, current debt service.

Look at what the borrower actually pays to carry the loan today, at today’s rate, not the rate it was underwritten at. That alone reprices a lot of paper that’s still marked like nothing changed.

Knowing the gap exists tells you what to watch. It doesn’t tell you when it moves.

The turn in private credit won’t be marked by the EBITDA line, it’ll show up upstream, in a signal that hits the market before it ever hits the financials.

Robert Checchia, CFO of Benzinga, has sat at the level where that signal is visible early. When we talked in this episode of the Debt Doctor podcast he named what he’s watching and his read on when it flips from slow bleed to repricing.

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Catch you in my next insights,

 – Bill Bymel, Debt Doctor

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First Lien Capital is a privately owned distressed mortgage investment platform focused on the acquisition and timely resolution of sub-performing, non-performing mortgage loans on residential or commercial real estate.

First Lien Resolutions, First Lien Capital’s third-party advisory and special servicing arm for banks, funds, and institutions holding distressed and dislocated debt, delivers end-to-end resolution through engineered outcomes that work for investors, servicers, and borrowers.

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