afni.nimh.nih.gov

I usually place it in /usr/local/abin so that all users can access it.

The advantage of each user installing it in their own home directory is that they can then be in charge of when updates are installed. We generally recommend using the most recent version whenever possible, so perhaps this is less of an issue.