If the manufacturing facility that makes the panels is itself powered by solar, then the true cost is mostly the materials and what it takes to source them.

As for batteries, not every dollar application needs metal or chemical batteries. There are other options as low tech as pumping water uphill, heating water, compressing air, etc.