Ratings are normalized against this board using per-game production, availability, role context, league strength, transfer-value signal, and available game logs. MLS-only players receive a context deduction until they also have stronger cross-competition signal. Transfer values are best-effort matches from the public Transfermarkt dataset; missing values mean we could not confidently match player and club names.