To understand how far the U.S. auto business has been reaching for new customers, consider the early performance of a bond issue called Skopos Auto Receivables Trust 2015-2.

The bonds were built out of subprime auto loans and sold in November. Through February, about 12% of the underlying loans were at least 30 days past due, a third of which...