Ever notice some cars seem to disappear more than others—and not because of theft? They’re reposessed cars, and knowing which models top the list could help you avoid a major financial pitfall.

With the auto finance default rate in December rising above 1 percent and new data showing more than 7 million people with a contract 90 days or more delinquent, it might be a busy year for ...