FHA Loans vs. Conventional Loans. It may not always seem clear whether to apply for a FHA loan or conventional loan. FHA loans have typically been known as loans for first-time homebuyers, filled with extra paperwork and complexity since it’s a government-insured program. But borrowers can use multiple FHA loans for purchasing or refinancing a home loan.