Finding a Confidence Interval for a 2 player game

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It's been a while since I have done statistics so I am a bit rusty. I'm playing a two person game which results in either a win or a loss. I want to find a 95% confidence interval for a given players win rate over 50 games, 500 games, and 5000 games.

The player has won 40% of games at each testing point.