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Columbia study flags potential understatement of risk in private credit ratings

Reported by Privateequitywire
Jun 10, 2026· 2 min read
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Key Takeaways
  • • Columbia Business School research identifies material rating discrepancies in the $1.8 trillion private credit market, with privately rated assets roughly twice as likely to experience credit losses as similarly rated public securities, even in stable market conditions.
  • • Private-letter ratings systematically inflate credit quality by an estimated two to three notches on the rating scale relative to equivalent public ratings, creating a significant comparability gap for institutional investors assessing underlying risk.
  • • Institutional investors' exposure to privately rated debt has surged dramatically, with life insurance company allocations rising from negligible levels to approximately 12% of rated credit holdings ($481 billion), concentrated among insurers affiliated with major alternative asset managers including Blackstone, Apollo Global Management, and KKR.
  • • Private ratings are predominantly issued by Egan-Jones, Kroll Bond Rating Agency, and Morningstar DBRS, raising questions about rating consistency and disclosure standards across the rapidly expanding private credit ecosystem.
Summary
A Columbia Business School study has raised significant concerns about the reliability of credit ratings supporting a substantial portion of the $1.8 trillion private credit market. The research, reported by Bloomberg, demonstrates that private-letter ratings—widely used by insurance companies and other institutional investors but subject to limited public disclosure—systematically assign higher credit grades than comparable public ratings when applied to debt instruments with identical risk profiles.

The study's core finding reveals a material and quantifiable gap between private and public rating methodologies: assets carrying private ratings experience credit losses at roughly twice the rate of similarly rated public securities, even during periods of relative market stability. More critically, the research suggests that private ratings effectively overstate creditworthiness by approximately two to three notches on the standard rating scale when benchmarked against equivalent public ratings. This divergence creates a significant comparability problem for institutional investors attempting to assess true underlying credit risk across their portfolios.

Life insurance companies have substantially increased their allocation to privately rated debt in recent years, driven by yield-seeking behavior and asset-liability matching considerations. This shift has been pronounced: insurer exposure to privately rated assets has expanded from negligible levels to approximately 12% of total rated credit holdings, representing roughly $481 billion in aggregate exposure. The concentration of this trend among insurers affiliated with large alternative asset managers—particularly Blackstone, Apollo Global Management, and KKR—suggests that the practice is increasingly embedded within major institutional investment structures and may carry broader systemic implications.

The private ratings market remains fragmented, with Egan-Jones, Kroll Bond Rating Agency, and Morningstar DBRS serving as primary providers. The findings underscore ongoing questions about the adequacy of rating disclosure standards and consistency across the rapidly expanding private credit ecosystem, particularly as institutional capital continues flowing into privately rated instruments in pursuit of incremental yield.

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Sources

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AlphaMaven summarised this story from the reporting below. Each link opens the original article.

Privateequitywire Columbia study flags potential understatement of risk in private credit ratings