All-grain can certainly get as expensive as you want it to be. The mashtun and HLT are a big chuck of costs, but there are a lot of little things too - fittings, hoses, etc that sneak up on you.
If you are looking to save some coin, BIAB is a good intro to all grain. If you're handy, DIY is...