Site Analytics
Free plugins available from WordPress.org
Top Pick!
Google Analytics for WordPress
The Google Analytics for WordPress plugin allows you to track your blog easily and with lots of metadata.
Includes a full debug mode
Check out the Google Analytics for WordPress video