Goldman Sachs surprised investors after reporting disappointing first-quarter earnings, a rare occurrence for a bank that normally beats Wall Street projections and estimates.

Meanwhile, JP Morgan and Bank of America posted strong earnings for the quarter, leaving investors wondering whether Goldman's disappointing results could mean anything for financials long term.