First time donor report
There's actually a way to specifically run a "First Time Donors" report, though it's a little hidden.  


Go to Reports menu » Contribution Reports.
Select "Contribution Details Report".  
Under the "Filters" tab, set "Contribution Ordinality" to "First by Contributor" to only show first-time donors.