The discrepancy is why I like to have a conversation with my advertisers about the reporting I send them versus the GA activity they track on their website.
My numbers might be slightly higher a than what they see in traffic, but if they're still happy with the activity happening on their site, it is still a successful ad buy.
Edit: should also mention that my ads are priced monthly and not per click.