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The Credit Market Lens

The Credit Market Lens: A data-driven look at public credit liquidity

Across corporate lending markets, some investments are easier to trade and exit than others – differences that deserve particular attention today.
The Credit Market Lens: A data-driven look at public credit liquidity
The Credit Market Lens: A data-driven look at public credit liquidity
Headshot of Lotfi Karoui
Headshot of Michael Puempel
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Key takeaways:

  • Liquidity in corporate bonds has strengthened as market structure has evolved, with data showing deeper trading, broader participation, and reduced transaction costs.
  • Bank bond holdings have become a less effective gauge after a change to how they are calculated and as liquidity becomes more network‑based.
  • When comparing liquidity, it’s essential to make clear distinctions between public markets, private placements, and true private credit.

Liquidity has moved to the center of investing conversations in recent months. Corporate direct lending, a subset of private credit, has drawn scrutiny as investment vehicles often promise monthly or quarterly liquidity while owning assets that are, in practice, difficult to exit. Headlines about redemption limits in private credit funds underscore that this is no longer a theoretical risk.

Against that backdrop, there has been a persistent and parallel debate about liquidity in public credit markets, where corporate bonds are bought and sold. Critics – often managers touting private credit – have argued that primary dealer banks hold fewer corporate bonds than they once did, and that trading is concentrated within a subset of newer bonds. Supporters counter that advances in trading technology and market structure continue to improve liquidity.

The data strongly support the latter view. Across multiple, complementary measures of depth, breadth, and transaction costs, public corporate bond markets appear healthier today than at any point since the global financial crisis (GFC).

Figure 1: Market depth remains anchored at healthy levels

Line chart showing investment grade (IG) and high yield (HY) bond market depth from 2015 to 2025. High yield market depth is generally higher and more volatile than investment grade, with notable spikes around 2020–2022 before declining.
Source: TRACE, PIMCO as of 20 March 2026
Second, to capture breadth, we calculate granular turnover measures. These also show a rise in trading activity across IG and HY: The share of the broader market index that fails to trade in a given month has tumbled, while the share trading more than five times has climbed (see Figures 2 and 3).

Figure 2: Measures of IG turnover show a meaningful improvement in trading activity

Line chart showing the monthly share of the investment grade (IG) index with no trades versus five or more trades from 2015 to 2026. The share with no trades declines over time, while the share with five or more trades rises steadily, indicating increasing trading activity.
Source: TRACE, ICE-BAML, PIMCO as of 28 February 2026
Third, to measure transaction costs, we use bid-ask spreads. These are close to all‑time lows (see Figure 3).

Figure 3: Transaction costs have declined

Line chart showing the average bid ask spread for investment grade (IG) and high yield (HY) bonds, measured as a 20 day moving average, from 2015 to 2025. High yield spreads are consistently wider and more volatile than investment grade, with both declining overall despite periodic spikes.
Source: TRACE, PIMCO as of 20 March 2026
Importantly, in these calculations, we focus on client-to-dealer sell transactions, which capture investors seeking immediacy by selling to the dealer community.

Figure 4: The old Fed dealer inventory series shows a structural break

Line chart showing net dealer inventories under the old and new definitions from 2001 to 2025, measured in billions of dollars. Inventories rise sharply through the mid 2000s, peak before the financial crisis, then decline significantly and remain lower and more stable in recent years, with the new definition tracking at consistently lower levels.
Source: Federal Reserve Bank of New York, PIMCO as of 11 March 2026

During that period, innovations such as portfolio trading, ETFs, and electronic platforms have also made liquidity less balance sheet‑intensive and more network‑based.

A related critique holds that only a narrow, “on-the-run” sleeve of recently issued bonds trades actively. In fact, TRACE data show that the turnover ratio in older and off-the-run bonds has risen materially, in HY (see Figure 5) as well as IG.

Figure 5: The improvement in the turnover ratio of off-the-run HY bonds

Line chart showing the monthly share of the high yield (HY) index with no trades by bond age from 2015 to 2025. Older bonds consistently account for a higher share of no trade months, though inactivity declines for both groups over time.
Source: TRACE, ICE-BAML, PIMCO as of 28 February 2026

And as liquidity in off‑the‑run securities has increased, bonds from smaller issuers – historically among the least liquid segments of the market -- have also traded significantly more often.

Figure 6 illustrates this point by comparing the share of bonds that fail to trade in a given month for “small” issuers – those ranking in the bottom half by total bonds outstanding -- with the “large” issuers in the top half. It shows that issuers with smaller capital structures now benefit from a price‑discovery process comparable to that of larger issuers in the high‑yield market. The same holds true, to a lesser extent, in investment grade.

Figure 6: Turnover has increased for small HY issuers

Line chart showing the monthly share of high yield (HY) bonds with no trades for small versus large capital structures from 2015 to 2025. Small capital structures consistently have a higher share of no trade months, though inactivity declines over time for both.
Source: TRACE, ICE-BAML, PIMCO as of 28 February 2026
This broadening of liquidity matters not only for investors, but also for issuers and the broader economy, as improved secondary market liquidity reduces the illiquidity premium embedded in spreads and, all else equal, lowers funding costs.

Figure 7: 144A securities are liquid and actively traded, particularly in HY

Two stacked area charts showing monthly investment grade (IG) and high yield (HY) bond trading volumes from 2014 to 2025, measured in billions of dollars. In both markets, registered bonds account for the majority of trading, while Rule 144A volumes rise steadily over time. Overall trading activity increases, with greater volatility in high yield volumes.
Source: TRACE, PIMCO as of 28 February 2026

1 TRACE (Trade Reporting and Compliance Engine) is a transactional reporting system operated by FINRA for U.S. corporate bond markets that was introduced in 2002.

2 Amihud, Y. (2002). Illiquidity and stock returns: Cross-section and time series effects. Journal of Financial Markets, 5 (1), 31-56.

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