You will definitely see a drop. How major is hard to say. Maxing out a card is using more than 90% of the credit extended to you on that line. Maxing out a card can be a red flag to lenders.

However if you are going to pay it off rather quickly and do not plan on applying for credit you may be ok.
Personally I would break it up and try to keep each card under 50% utilization.