Two Identical Games

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After how many moves does a game become unique (statistically)?

Does anybody have any thoughts, feelings or statistics for how many moves it takes on average for a game to become “unique” (likely never played before)? Is there a way to analyze the OGS game database for this? (I’d appreciate if a mod could let me know if this is in the right subforum.)