She threw the first no-hitter in All-American Girls Professional Baseball League history, for the Rockford Peaches on June 10, 1943.
In a three-season career, Little posted a 57−43 record with 381 strikeouts and a 2.23 ERA in 112 pitching appearances.
Little gained induction into the Manitoba Sports Hall of Fame and Museum in 1985.
Since 1998, the Olive Little Memorial Award is presented to The Manitoba Softball Association's Top Senior Female Player.
This biographical article relating to a Canadian baseball pitcher is a stub.