In the song, a little boy is outside playing baseball by himself, saying, "I'm the greatest player," and tosses the ball up in the air to hit the ball and swings and misses. The boy repeats this two more times. As his mother calls him inside for supper, the undeterred boy, in a twist ending, reveals his position—pitcher—and thus by earning a strikeout, he is still the greatest.
