It's very location dependent. Where I live most stuff beats the 2 day estimate and it's not unheard of to order something in the afternoon and have it at the front door when I get back from dinner.

Friends in other locations seem to have more of your experiences. I actually dread ordering from anyone but Amazon since the shipping is such a crapshoot for usually the same money.