As part of their daily deals, eBay has the Avatar Blu-ray Combo Pack (includes DVD version as well) for $17.99 shipped. Definitely the cheapest I have seen, and I’m sure they will not last very long.
If your interested in getting one, you can grab one here. Update: Sold Out
