There are two estimates you need to consider. The official estimate and the 'secret' estimate that investors really think you should beat. Although most people focus on the first one, it's only the second one that really counts.

Point is there are tons of factors and it is way too simplistic to say beating earnings = price increase on that day.

Absolutely agree.