Do thermal curtains really save energy?

We live in a rental home with 11 beautiful floor-length windows…that are ALL single paned! Yikes! We’ve found good deals on thermal curtains lately, but are wondering if the $250 is really worth it… We will soon have two kids – one of whom is a toddler who hates bundling up – so if it really makes it warmer / saves money we’ll do it…