Because they are independent events.

Think of it this way - if you roll a die in Chicago and I roll a die in New York - they are not connected in any way. Agree?

Same is true if you roll the same die repeatedly in the same place. It has no memory.

It is possible to design a system that tries to balance outcomes explicitly so as to “load share” based on some memory but that is not how ordinary randomness works.