Hence why those massive d20's are banned at any smart table.
I have one and out of curiosity I practiced with it one afternoon. It turns out to be absurdly easy; after about five minutes I could get basically any number I wanted plus or minus one but I had to very obviously position the die correctly in my hand. Ten more minutes of practice and I could secretly adjust the die without people seeing and throw any number I wanted.