Is a bigger SSD cheaper per GB?

Almost always. Larger SSDs have a lower price per gigabyte because the fixed manufacturing costs are spread across more capacity. A 2TB NVMe SSD typically costs 20-40% less per GB than a 1TB model from the same product line.