Private credit defaults 101: The fundamentals

The financial professional take on “The Lead” newsletter series is dedicated to help financial professionals stay informed about developments, and movements in private capital investing.

Bottom-line upfront

1. Default definitions vary across data providers, which can help explain why quoted private credit default rates differ so widely.
2. Recovery rates, not default rates, indicate how much capital is actually lost in a credit event.
3. Rising non-accruals across private credit prompt a closer look at where the credit cycle stands today.

For financial professionals evaluating private credit allocations for clients, understanding how defaults are defined, how recovery rates influence investment outcomes, and what rising non-accruals may signal about the current credit cycle can provide important context for assessing private credit risk and performance.

A syllabus for understanding private credit defaults

The end of summer is behind us. With the school year now well underway, the focus has shifted from new backpacks and notebooks to the curriculum designed to help kids learn new topics and skills in the year ahead. Teachers don’t just throw everything at their students on day one. They build the syllabus deliberately, layering concepts so that by the time exams roll around, the material actually sticks.

We’re taking the same approach here at The Lead. Education and thought leadership have always been our North Star, and there’s one topic that keeps coming up in our conversations with readers, allocators, and managers alike: private credit defaults. It’s a topic that sounds simple but can get complicated fast. To help better understand this nuance, here’s our syllabus for the next several weeks.

How providers define a default

Lesson one: how do you even define a default? You’d think this would be straightforward, but there are many different measures. Some providers look at payment defaults exclusively, cash interest or principal that’s been missed. Others can cast a wider net, including maturity extensions, amended payment-in-kind (PIK), covenant breaches, debt-to-equity swaps, and loans moved to non-accrual status. These are all still measures of credit stress, but they aren’t uniformly included within the definition of “default.” That distinction is exactly why you’ll see wildly different rates quoted depending on whose data you’re looking at.

Why recovery rates matter more than default rates

For the next lesson, we’ll turn to recoveries, arguably the more important half of the story. A default doesn’t tell you how much money you actually lose; a recovery does. Direct lending has historically benefited from tighter terms and real financial covenants that catch problems early, allowing lenders to engage the sponsor and compel negotiations before issues compound. That discipline has translated into historically higher recovery rates than what you’d find in the broadly syndicated loan or high yield markets. As we’ll show, success in a workout is often determined well before the workout ever starts. Private credit holdings also carry liquidity constraints, including lock-up periods and limited redemption rights, that warrant consideration alongside these structural advantages.

Where the credit cycle stands today

For our last lesson, we’ll zoom out to the bigger question: where are we in the credit cycle? Non-accruals have been creeping higher across the space, and that’s understandably raised eyebrows about whether these are idiosyncratic issues, or if this is the start of something bigger. We’ll bring everything together from the earlier lessons to help frame what a rising default environment might actually look like from here.

Unlike school, there’s no pop quiz and no final exam waiting for you at the end of this series. The next time you see a headline, hear a soundbite, or catch a talking head on TV discussing private credit defaults, you’ll know exactly what’s driving that number, and more importantly, what it actually means.