I just found this interesting blog post at WebAnalyticsWorld which has links to compare Google Analytics to many other web analytics and stats packages. Some of these comparisons are better than others, but they all make for good reading and go a long ways into understanding the long tail of web analytics (check out the vendor list at WebAnalyticsBook – more than 100 vendors and growing!). Cheers!