Advance search result is not match with the member report

There is a problem with the Civi Reports. The report feature is not pulling all of the members in each of the categories, when we generate one member report and also generate the same report with the same criteria on advance search but there is difference in the both result. Please check the screenshot.

member report screenshot (http://www.dowce.com/~Fjk) advance search screenshot (http://www.dowce.com/~Fjt)

Ultimately there is a bug somewhere in the reporting feature that is preventing all of the records from showing up when they are queried.

Please let me know is anyone faced such type of issue, if yes then please suggest solution. Looking forward for response on same.Advance thanks to all.