The Carbon tax is a tax, and is revenue to the government, not a cost. There are associated handouts, but at worst, it is supposed to be revenue neutral.
Abbott's Direct Action plan is conservatively estimated to cost (according to Malcolm Turnbull) $2 billion a year.