Using SharePoint object model we can pull out all the cross-site groups either by using SPWeb.Groups or by using SPWeb.SiteGroups. Then what is the difference between the two?

SPWeb.Groups will allow you to pull out only the groups which have some / any kind of permissions defined within the site..

Hope you find this tips useful and of assistance.

Thanks,
Bijayani