Sure, you'll get a much higher submission rate... But that only matters if you're willing to pay so much that people suddenly don't care about their existing jobs. (And possibly location.)

Otherwise, you've got a lot of 'candidates' that aren't.

You'll only get junior developers from something like this. That may be what you're looking for, but it might not be what you need.