The voice of the large fish berating Elmer at the end is very close to Mel Blanc's everyday voice.
The title is a play on the term 'Crack shot' - a term for an expert marksman.
As of 2023, it remains the only Daffy Duck cartoon from the 1950s to have never been released on home video in the United States.
Many of the sight gags would be reworked in future Roadrunner and Coyote shorts.
Elmer has the latest thermos and cooler: mid-century necessities in the days before easily portable beverages.