Remember the Ideal Gas Law?
As temperature changes, so will Pressure. Tank temperature will affect your indicated pressure. When you first pressurize your tank, it'll be hot. As the tank temperature cools down, your gauge will settle down to less pressure.
You probably don't have a leak.