I tried it again. Firstly, it didn't save my progress from before and I didn't get the upgrades like I did my first playthru.
Second, the upgrades don't even tell you the cost and I don't see a gold tally up there.
Furthermore, why do Knights cost more each purchase, even when there are none on the field?