If you are creating a new website, you should always use the latest version. Currently, this is Joomla CMS Version 3.3
. Upgrading will be now be easier, read more about this on our release and support cycle
Joomla CMS Version 2.5 is a current Joomla version with active support scheduled to end December of 2014.