Hi Zam,
Don't know if you've tried the company that we recommend at CoolAntarctica - ExpeditionTrips?
There's not usually a late-booking premium, the opposite in fact, there are currently some late booking discounts. The main "danger" of course is that there may not be much choice left.
You can request further information and availablity
here