Operational Amplifier gain bandwidth product
Open loop Vout / Vin isn't constant - it rolls off with frequency and obeys the gain-bandwidth product approximation: -



What you may be being confused with is the DC open loop gain and, from the diagram above that would be quoted in a data sheet as 1 million.