After reviewing my Google analytics document, I have found the solution to the discrepancy in traffic between reports.
It is because 50% of our campaign was going to one site and 50% to another site which is having same campaign.
Two different creatives going to two different sites.
My question is will two different sites has same URL builders like *utm_source*, *utm_medium*, *utm_campaign*. How do I trouble shoot this?