Former Bulgarian Prime Minister Boyko Borissov

Former Bulgarian Prime Minister Boyko Borissov

Dimitar Dilkoff/AFP via Getty Images

Gerb, led by former Bulgarian Prime Minister Boyko Borissov, took 31.1 percent of the vote, compared with 27.1 percent for the Bulgarian Socialist Party, according to the polling company Alpha Research.