I had very few bad experiences with 3rd party sellers for obscure items which are not easily available but overall my experience has been positive.
Ratings and reviews matter quite a bit though when selecting a non-prime seller.
Prime items sold by 3rd parties have been 100% reliable for me personally.
Return the item,rate the seller and move on.