It's like $12 per print on demand versus $2 per screenprinted ahead of time.

Plus screen printing tends to have much stronger colors and feel more valuable than the offset printing used in on-demand production.

I'd suggest a Kickstarter to finance a 100+ shirt bulk order at $15 per shirt. That way, you have good profit margins and good quality.