"significant" is doing a lot of work here. spaceX appears to have spent ~$10B on development and infrastructure for Starship so far. NASA has been invoiced for ~50% of their $2.9B contract, so the taxpayer has paid ~15%.

I don't know about the broader point the GP is making, but 15% funding is significant by most measures.