Little was renowned for her strong fastball and for pitching four no-hitter games.
As a founding member, Little entered the AAGPBL with the Rockford Peaches in 1943. She won 21 games and pitched the league's first no hitter on June 10 of that year in a nine inning game, even though she was tagged for two runs on that game. She also made the All Star team with 151 strikeouts to her credit. Little was out in 1944 to have a baby, but returned in 1945 to win 22 games. She went 14−17 in 1946, her last season.
In a three-season career, Little posted a 57−43 record with 381 strikeouts and a 2.23 ERA in 112 pitching appearances.
All-American Girls Professional Baseball League Record Book – W. C. Madden. Publisher: McFarland & Company, 2000. Format: Paperback, 294pp. Language: English. ISBN0-7864-3747-2. ISBN978-0-7864-3747-4
Women of the All-American Girls Professional Baseball League: A Biographical Dictionary - W. C. Madden. Publisher: McFarland & Company, 2005. Format: Paperback, 295 pp. Language: English. ISBN0-7864-3747-2. ISBN9780786422630*Biographical Dictionary of American Sports. Vol. 3: Baseball, Q-Z - David L. Porter. Publisher: Greenwood Pub Group, 1987. Language: English. ISBN0-313-31176-5. ISBN978-0-313-31176-5