Yeah it should stick fine but there are cheaper options.
Are you painting a mural/graffiti/border/frieze or what type of thing?
Check this multipack of sprays for example.....
http://pages.ebay.com/link/?nav=item.view&id=311633960251&alt=web
It's pretty much the same price as
GW air and much easier/quicker to use with the addition of some different nozzle shapes and stencils.
This was my first find but lots of graf stores will let you select a dozen or 24 cans of whatever colours you want for a good price.
Many manufacturers have ranges similar in size to
GW'S so colour mixing isn't really an issue.