The former Maryland governor is expected to make a formal announcement in Des Moines, Iowa at 0330 GMT Tuesday, the sources said.
With 82 percent of precincts reporting in Iowa, O'Malley had garnered just 0.6 percent, his campaign eclipsed by former secretary of state Hillary Clinton with 50.2 percent and Senator Bernie Sanders on 49.2 percent.