A basic quantitative analysis of earnings estimates reveals that they are not particularly accurate when compared to the earnings guidance given by the company itself, and in the rare cases where companies provide no guidance, estimates are almost worthless.
All this is to say don't confuse the term "Wall Street estimates" with what people who actually buy and sell stock estimate. The actual people who have skin in the game and face tangible consequences if they're wrong don't take these earnings estimates that seriously, and conversely the analysts who produce these estimates don't have much of any skin in the game themselves and suffer next to no consequences for being wrong.