Depends on a game.
Generally I prefer a game to pose a decent challenge, but not overly so.
There is a fine line between "fair difficulty" and "unfair hairtearing difficulty".
There are some games, where challenge is the core concept of the game, though. Now I play those obviously to challenge myself.
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