Cappiello was supported by President Bush and former New York Mayor Rudy Giuliani in his campaign, but Murphy has raised more than $2 million to fund his re-election campaign.
The election was Murphy's first since toppling 12-term Republican Rep. Nancy Johnson in 2006.