Boyd (6-10) allowed only two runners — a walk to Rob Brantly in the third and Anderson's double to the gap in right-center field with two outs in the ninth. He threw a career-high 121 pitches and struck out five.
The 26-year-old had not thrown a complete game in 52 previous major league starts and had never thrown a nine-inning complete game in 121 previous professional starts.
Miami's Edinson Volquez has the only no-hitter in the majors this year, against Arizona on June 3.
