When it comes to graphic design software, Adobe’s Creative Suite is pretty much the industry standard. But it doesn’t come cheap ($900 list price).
Update: It seems Adobe is already exploring the non-profit options. There’s a new non-profit Adobe blog, a PDF about the Open Options Nonprofit Licensing Program and a list of non-profit authorized resellers. So I think that means you can now score some non-profit pricing on Adobe products.