KillerVampire
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You could organize another bracket where experienced players compete – hold a mini-tournament among them to determine the winner – and wait for a winner to emerge from the newcomers – then have them compete against each other. As a result, you could determine the real skill level of the tournament winner, whether they are a newcomer or an experienced player.