You make a bold claim - do you have any data to support it? It is almost unfathomably unlikely that they would do something like dynamically biasing the item drops away from what you need. It feels like it is, but that's not borne out if you actually keep track of what you get.
You need to actually take the data and do the math here. The human brain is incredibly bad at dealing with randomness, we see patterns in random noise when there isn't an underlying pattern.