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Just thought I'd say... I rather do like the notion of KNN-based "expected score" system. The sigmoidal relationship given by Elo/Glicko is a reasonable fit for predicting score based each bot's overall rating, but it does really miss the sort of interesting subtitles/patterns that a system that considers multiple axis of strength would.