Back in January, +SEOmoz did a test of these free statistics services and came to the conclusion that the visitor data provided did not match their own analytics.

Does that mean all of the data provided by these sites are rubbish? Not necessarily... Here's a detailed analysis by +KISSmetrics #AnalyticsTools´╗┐
Shared publiclyView activity