Loan Default Rates and Recovery: What the Numbers Actually Mean

What “Loan Default Rate” Actually Measures

A loan default rate measures the proportion of a lending portfolio that has crossed a defined default threshold. The difficulty is that there are several legitimate ways to calculate that proportion, and each can produce a different result from exactly the same portfolio. A platform reporting “2% defaults” is therefore giving an incomplete answer unless it also explains what the 2% refers to, over what period, and under what definition of default.

By Loan Count or by Loan Volume — Why the Same Portfolio Gives Two Different Numbers

The simplest method counts individual loans. Suppose a portfolio contains 100 loans and four have defaulted. The default rate by loan count is 4 / 100 = 4%. But imagine those four loans are unusually small. The total portfolio is €10 million, while the four defaulted loans represent only €150,000.

The default rate by outstanding volume is then €150,000 / €10,000,000 = 1.5%. Both figures are mathematically correct. They answer different questions.

Default rate by count tells you how frequently individual loans default. Default rate by volume tells you how much capital is affected. The distinction can work in the opposite direction as well. One large default may barely move the count-based rate but materially increase the capital-weighted figure.

Point-in-Time vs. Vintage (Cohort) Default Rates

A second distinction concerns time.

A point-in-time default rate asks how much of the current portfolio is classified as defaulted today. Loans that defaulted and were subsequently resolved may no longer appear in that snapshot.

A vintage or cohort default rate follows loans originated during a particular period throughout their full life. For example, an investor might ask what percentage of loans funded in Q1 eventually defaulted before maturity.

Vintage analysis is often more informative for long-term credit performance because every loan has time to season. Point-in-time figures can be useful operationally, but they may understate lifetime default experience in a rapidly growing portfolio. This is particularly relevant for young lending platforms. A portfolio can show very few defaults simply because many loans have not existed long enough to complete a full credit cycle.

Delinquency, Default, and Write-Off Are Not the Same Event

Credit reporting becomes much clearer once three terms are separated. Delinquency means a scheduled payment has been missed. The loan is late, but collection or restructuring may still return it to normal servicing.

Default is the formal point at which lateness crosses the contractual or platform-defined threshold and the account moves into recovery.

A write-off or final loss occurs much later, after available recovery options have been exhausted and some or all of the outstanding capital is recognized as unrecoverable.

The three events can therefore form a sequence:

Payment missed → delinquency → formal default → recovery → full recovery, partial recovery, or write-off. Default sits in the middle of the process, not at the end.

What’s the Difference Between a Default Rate and a Delinquency Rate?

A delinquency rate measures loans that are late. A default rate measures loans that have passed the formal threshold for classification as defaulted. If a platform defines default at 60 days overdue, a loan that is 20 days late contributes to delinquency statistics but not to the default rate. That means a platform can simultaneously report a relatively high delinquency rate and a much lower default rate if many late borrowers cure their missed payments before crossing the formal threshold.

Why Default Thresholds — 30, 60, or 90 Days — Change the Number

The definition of default has a direct mathematical effect on the reported rate. Imagine the same portfolio contains 10 loans more than 30 days late, 6 loans more than 60 days late, and also 3 loans more than 90 days late. Using a 30-day threshold produces 10 defaults, whereas using a 60-day threshold will already produce 6, and a 90-day threshold will only produce 3.

This is why broad statements such as “P2P default rates average X%” should be treated carefully. Unless every underlying source uses the same threshold, measurement period, denominator, and treatment of recovered loans, the aggregated number combines unlike data. For 8lends, the relevant contractual trigger is 60 days of nonpayment. A loan that is 59 days late is delinquent, not yet formally defaulted on. On day 60, the case moves into the default and recovery framework.

Recovery Rate: How Much Comes Back, and How Long It Takes

The loan recovery rate measures how much capital is ultimately recovered after a default. A simplified formula is Recovery rate = Amount recovered / Amount exposed at default * 100. If €100,000 is outstanding when a loan defaults and the final net recovery equals €70,000, the recovery rate is 70%.

The corresponding loss given default would be 30%. But the timing matters as much as the percentage. A recovery that ultimately returns most principal after two years is economically different from one resolved in a few months.

How Long Does Loan Recovery Actually Take?

There is no reliable universal duration, as the loan recovery process can involve negotiations, legal enforcement, asset valuation, asset sale, court procedures, and distribution of proceeds. The timeline depends on the jurisdiction, collateral type, complexity of ownership, and whether the borrower contests enforcement. That is why a defaulted loan can remain a recovery case for months even when collateral exists. Collateral should not be interpreted as a promise of fast resolution. A piece of machinery, property, or inventory must usually be realized through a real legal and commercial process before cash can be distributed.

What Recovery Rate Should an Investor Realistically Expect?

There is no single responsible percentage to apply across P2P or P2B lending.

Recovery depends on the borrower, collateral coverage, realized sale value, legal costs, creditor priority, jurisdiction, and the time required to enforce. An investor should therefore be cautious with industry-wide “expected recovery” figures. Without knowing whether those numbers refer to secured or unsecured loans, gross or net proceeds, and completed or still-open cases; they are not directly useful for forecasting an individual investment. A non-performing loan may eventually produce a full recovery, a partial recovery, or a complete loss. The default status itself does not determine which outcome will occur.

Why Default Rates Across Platforms Aren’t Directly Comparable

Two platforms can report different default rates even if their underlying borrowers perform similarly. The reasons include that one platform may define default at a 30-day threshold and another at 90; one may report by loan count and another by principal volume; one can use a current portfolio snapshot while another tracks full vintages; and one can remove recovered defaults from the headline number. On top of that, the first one may include only mature loans while another includes newly originated positions, and, likewise, it can report gross defaults before recoveries while another emphasizes net loss after recovery.

Without a common methodology, putting these percentages into a ranking table creates false precision. The better approach is to ask four questions whenever a platform publishes a loan default rate: whether the platforms’ default rates differ, what denominator is used, what period is measured, and how recoveries are treated. Only after those questions are answered does the number become meaningfully comparable.

How Default and Recovery Work on 8lends

On 8lends, the formal default trigger is 60 days of non-payment. The distinction between platform operator and recovery agent is also important. Alpha Systems LLC operates 8lends as a VASP under the supervision of the FSA of Saint Vincent and the Grenadines.

Maclear AG is the independent Collateral Agent. Maclear AG is a Swiss member of PolyReg SRO, a self-regulatory organisation recognised by FINMA, with that supervisory framework focused primarily on AML obligations rather than capital protection.

Once a loan reaches formal default, Maclear AG handles the relevant collateral recovery process where enforcement is required. Maclear AG is not the platform operator and is not the BuyBack provider. For eligible BuyBack cases, the potential repurchase is performed by a third party under the relevant program terms. BuyBack is therefore separate from both Alpha Systems LLC and Maclear AG and should not be treated as an automatic platform guarantee.

Does 8lends Publish Its Own Default Rate?

8lends can publish live portfolio metrics, including current default information, through its project data. Any such figure should be dated when cited because it represents the platform’s track record at that point in time, not a permanent property of the loan book.

A low or zero reported default figure means only that few or no loans have crossed and remained within the applicable default definition as of that reporting date. It does not imply that future loans cannot default, especially while the platform is still building a longer operating history. The more useful long-term metric will eventually be a mature cohort view combining origination vintage, default incidence, and completed recoveries.