Private credit in the Fed data: check the borrower boundary before judging risk

A clearer credit map, with a historical reporting date

The Federal Reserve's expanded private-credit statistics give equity investors a better starting point for asking where business borrowing sits outside banks. They do not establish whether today's borrowers are healthy. An October 16 staff note explains the integration introduced in the September Financial Accounts release. Treating the note as a fresh lending injection would confuse the publication of information with the creation of credit.

The distinction matters for the current earnings season. Investors assessing lenders, asset managers and businesses that depend on refinancing need evidence about actual exposures and repayment capacity. A larger measured market can justify more detailed research, but it cannot by itself justify a higher earnings forecast or a lower risk premium. Our analysis uses the September 11 release's historical balances, not an estimate of conditions on October 19.

Start with the borrower boundary

Table F4.4.s reports $1,539.9 billion of private-credit liabilities at the end of 2026's second quarter. Its units are billions of dollars, with end-period balances that are not seasonally adjusted. The total includes $35.7 billion attributed to borrowers in the rest of the world. Subtracting that line gives approximately $1,504.2 billion for domestic borrowers; published components may differ slightly because of rounding.

That is a geographic adjustment, not a credit-quality adjustment. Removing foreign borrowers says nothing about whether the remaining loans are performing. It also does not remove every international connection: the location of a lender is a separate question from the location of its borrower.

For a comparison across periods, keep the same boundary. A researcher who compares a domestic-borrower subtotal in one quarter with the all-borrower total in another has introduced a change in definition into the apparent growth rate. Record the table, reporting quarter, unit and exclusions alongside each number before drawing a conclusion.

Loans, fund assets and available capital answer different questions

The Fed's table descriptions define this category around privately negotiated business loans originated by nonbank investment funds. The scope includes direct lending, specialty and asset-based finance, real-estate debt and infrastructure debt. It also spans different levels of seniority and some instruments with both debt and equity characteristics. Consequently, the category name should not be read as a promise that every loan has the same collateral or repayment priority.

An investment vehicle can hold cash or securities alongside loans. A figure for its total assets therefore answers a broader question than a figure for its private-credit loan book. Capital that investors have committed but have not yet funded answers another question again: potential investment capacity rather than money already advanced to a borrower.

Consider a hypothetical vehicle with $100 of assets: $70 of loans, $20 of securities and $10 of cash. Calling all $100 private-credit loans overstates its loan exposure by $30. If investors separately promise another $15 that has not been drawn, adding that commitment to outstanding loans compounds the error. These numbers illustrate the classification problem; they are not observations about any real fund.

Trace the equity exposure before using the macro total

For a listed lender, the next research question is which loans sit on its own balance sheet and how losses would reach common shareholders. Read its portfolio disclosures, funding arrangements and valuation policies. A market-wide loan total cannot identify that company's borrowers, collateral or concentration. The relevant evidence must come from the company being evaluated.

For an asset manager, begin with the relationship between the managed vehicle and the listed business. Ask whether the shareholder's exposure comes through management fees, performance fees, an investment in the vehicle, lending to it, or a combination. Do not multiply the industry's outstanding loans by an assumed fee rate and label the result a company's revenue opportunity. The contract and the company's actual mandate determine which assets generate fees.

For an operating business, investigate the refinancing channel. Identify debt maturity, interest obligations and access to replacement funding. Even if the aggregate market expands, a particular borrower could face tighter terms. Conversely, one troubled portfolio does not establish that every business using private credit has lost financing access. This is a research framework, not a claim that any named listed company is currently under stress.

Measurement limits change the confidence of the conclusion

The October staff note describes estimation challenges. Some funds report annually, requiring imputation and interpolation for quarterly estimates. The authors also identify incomplete coverage and difficulties separating certain loan types. These limitations argue against treating each quarterly movement as a precise, contemporaneous reading of underlying demand. The note represents staff analysis rather than a new policy decision.

An analyst should preserve the release vintage when building a comparison. If a later publication revises historical estimates, compare the updated series consistently rather than mixing one unrevised observation with another revised observation. A discrepancy between releases is a prompt to investigate methodology before attributing the entire difference to borrower behavior.

The same caution applies to investment conclusions. Better visibility can reveal exposures previously hidden inside broader categories. That improves the questions investors can ask, but visibility alone does not establish either a credit boom or a loss cycle. Evidence of repayment difficulties, funding pressure or revised valuations would be needed to support those stronger claims.

What would change the assessment

Our current conclusion is limited: the expanded accounts improve the map of private-credit exposure, while company-level evidence remains necessary to evaluate an equity investment. A useful follow-up combines the next consistent statistical release with lenders' and managers' own reporting. Check whether comparable loan balances, portfolio performance and funding conditions tell the same story.

A rising balance accompanied by sound cash collection would support a different interpretation from a rising balance accompanied by mounting repayment problems. Likewise, a lower balance could reflect repayments, reduced originations or other changes; the headline alone cannot select the explanation. Before changing a thesis, write down which additional disclosure distinguishes the competing explanations. That creates a testable research task instead of turning a large aggregate number into a trading signal.