I strongly agree, giving people the distribution conveys a lot of information especially if everyone is clear on what the parameters of that distribution mean (ie: what's the low estimate mean?).

At the same time, there are occasions where it can be useful to collapse a distribution for some types of reports, or for quickly looking across estimates.