This doesn't seem to be the case for some recent responses who appear to pluck figures from out of the air. Please could you - in the interests of making sure we're all talking about the same costs, etc., - cite your sources.
Here is one of mine, in addition to the Stern Report.
Sir David King, the UK Government Chief Scientist, said at the Sustainable Development UK conference this summer:
"Greenhouse gases are now present in the atmosphere at 383 parts per million. When the earth has been warm in the past the level was 230ppm. It was 100ppm in the ice ages. In the future, it could rise to 1500ppm. By 2030, the average European temperature will be the same as the hottest year on record - 2030,"
He then said - "Darfur is the first global conflict driven by climate change. We should expect more. There is no guarantee that runaway climate change won't happen, turning most of the planet into a hot desert as it was when the oil and gas were laid down in the Carboniferous era."
He then showed a graph from an article published in the McKinsey Quarterly 2007 (a service for leading businesses) which demonstrates that there is no net cost to tackling global warming if we start now.
[Click on the image for a larger version]

This is because there are economical savings and profits to be made which over this time balance out the costs.
Someone put on another blog entry that the cost of mitigating climate change was many trillions of dollars. Perhaps, but there are also financial benefits. The article linked to above explains all the assumptions and details. If you have issue with these let's hear about that in detail, and without insults.