I was paid to get a PhD in Biology, albeit just enough to live on. Most people in PhD programs are, either through being a TA (teacher's assistant) or RA (research assistant). The real financial cost is the opportunity cost of 5-6 years of your life.

Whether or not broad support for training scientists holds up during and after the current administration remains to be seen.