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As a sports data analyst, I crunched the numbers on a viral Milan event gacha session where a player spent 120 tickets and 150,000 coins with shockingly poor results. Using statistical models, I examine the alleged 'rate manipulation' claims through probability theory while maintaining professional skepticism. The analysis includes binomial distribution calculations on consecutive white pulls and comparative value metrics - all delivered with New England pragmatism.