Although Eve was expected to finish no better than third in the four-way race, he believed in a strategy to take 90 percent of the black vote and 10 percent of the rest. 30% of the 425,000 Buffalo residents were black at the time.[2] His candidacy blossomed during four televised Democratic debates. Eve capitalized on Griffin's late campaign strategy of describing the Mayor job as simple like all jobs.[2] Eve and his supporters supposedly registered 10,000 new black voters.[2]
Eve became the first African-American to win the Democratic Party's Buffalo Mayoral Primary election.[4] Eve won the primary for the Democratic nomination by a 25,538–23,579 (approximately 37%–34%) margin over Griffin.
The primary had had a voter turnout of 77–80% in the Black community, the highest ever for an African American community in the Northeast, and surpassed nationwide in terms of African American voter turnout only by the 1967 Mayor of Cleveland election of Carl Stokes.