On June 14, 2010, Barron announced he had formed a new party, the New York Democratic Freedom Party, and would challenge Democratic gubernatorial nominee Andrew Cuomo. He noted that Cuomo had picked a white politician to run for the position of Lieutenant Governor and that all the other statewide Democratic Party candidates were white. When speaking about Cuomo, Barron said, "He's done nothing to deserve our support; he's hurt the black community. Remember he was with his father, when his father built more prisons than any other governor in the history of New York State. Andrew was with daddy and the apple doesn't fall far from the tree ... Andrew's arrogant, he's just like his father."