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Comment by sd_mikey
I would love to see this experiment done with the d20 from The Dice Lab. They make their d20 dice with "ideally-balanced vertex sums while retaining the opposite-side numbering convention". They explain why this makes for a bit fairer dice here. https://mathartfun.com/thedicelab.com/BalancedStdPoly.html