Measuring A Player's Skill?

Here are my initial thoughts - maybe the easiest way to test skill is with a level playing field

I had this idea a while ago to test who can do best with a single 3* hero:

But obviously, it’s very difficult to smooth out the effect of the board, which is why top challenge scores require dozens of runs.

How many runs would be needed to get an satisfactory aggregate?

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