Traditional stained glass art does require a decent investment to get started. The glass sheets and other consumables aren’t overly expensive, so most of the cost is upfront.
If you’re interested in the idea of making stained glass art, try to find a workshop or class in your area that you can take first to see if you enjoy it before purchasing all the supplies.