A high-profile regulatory case alleging that 14 elite New York Stock Exchange traders cheated investors could hinge on whether the exchange's trading data is viewed as reliable.

Yesterday, lawyers for the traders - who worked at the floor-trading firms known as specialist firms, which oversee stock auctions on the exchange - told a Securities and Exchange Commission administrative law judge that the exchange's trading data were too flawed to show improper activity.