There seems to be something broken… It’s supposed to download properly, as long as you actually use the the link from the axantum site. Direct links should behave as you describe. However, when I try it now, it seems that it’s not working as intended.
We’ll have to investigate. It’s supposed to work, but we have previous reports of it intermittently not working as expected.