well I've seen them run all the way up to about $500 but $100 seems to be more common now that they want to start testing high school athletes. I believe they test for the presence with a GC (gas chromatograph) but don't quote me on that.
Not too sure about the specifics but I've read before that they look primarily for test, drol, dbol, deca, and winny.