You might be thinking of the short story "The Celebrated Jumping Frog of Calaveras County", which is a famous American short story written by Mark Twain, and is not specifically about frogs. It is a humorous tale set in California, about a character named Jim Smiley who is known for his gambling habit.
The story is often cited as a classic example of American humor, and has been adapted into numerous films and plays.