IMHO there is an incentive for wall st to be a bit cautious on their estimates (better to beat, then everyone is happy, vs a miss in which a huge pullback occurs and the analysts are questioned). There is not the same incentive on estimize. 9/10 estimize's estimates are slightly higher than the street, which more often than not is correct.