Very reliable. It can be difficult to learn, but the ease of writing do files is really helpful. From there, you can save the files and edit/reuse them. Being able to simply Google other commands and add packages is great as well.

Stata is very powerful and does work well with massive datasets. It has been around for a very long time and is recognized in most fields.

A significant amount of user manuals and a great support system