Cards for Candy Puzzle

The Puzzle:

Cards for Candy
Two ladies played cards for candy; the winner received one piece per game from the loser. When it was time for one of the ladies to go home, one lady had won three games, while the other lady had a profit of three pieces of candy.

How many individual games had they played?
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