Useful statistics that are hard to find anywhere else like gzip/deflate compression, smarter geolocation, visit duration and worm attack rate. Also capable of detecting other information like user screen size if you are willing to add a little html code to your pages.
An earlier version of AWStats had critical security holes that could expose your web server to attack if it was left in a public directory. However, this software is actively maintained and has frequent updates.