I am looking to test a few ads and see how they would perform but im looking to do so without actually launching them and thus costing me money as I would like at least some idea on how they would perform before investing in it. Could anyone advise me on how to do this?
I may not be following your question here but if you don't put it on front of anyone there is literally nothing to split test.
I was hoping there would be some way to get statistics in terms of likelihood of impressions, I understand that I couldn't get data on clicks as there would be no one to click on them, but is there no way to see the estimated number of impressions without launching?
Not when predicated on stuff like the design, no. Are you talking adsense on your site or ads elsewhere, such as... https://blog.crazyegg.com/2014/08/28/banner-ad-split-tests/ N.
check the google adwords tool for that, it called Ad Preview and Diagnosis: Gooogle Adowrds >> Tools >> Ad Preview and Diagnosis