The race took place on May 16, 2014, and was televised in the United States on the NBC Sports Network.
Ridden by jockey Javier Castellano, Stopchargingmaria won the race by a scant neck over runner-up Vero Amore.
The Maryland Jockey Club raised the purse to $500,000 for the 90th running.
This made The Black-Eyed-Susan Stakes the third highest payout for a race restricted to three-year-old fillies.
The race was run over a fast track in a final time of 1:51.79.