Do you go to the dungeon?

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Standard array vs random rolls

Statistically, four out of five randomly rolled characters will be better than the standard array, and one out of five will be worse.

The chance for a given highest-three-of-4d6 roll to be lower than 15 is 76.85%. So the chance of all six of them to be lower is 76.856%, that is to say about 20%.