In my mind, the optimal
word galaxy would be the one that I have not been able to find yet, ie:
BOOT
O__U
A__B
TOME
The perfect square word galaxy!
Even clicking explore with the words boot, tome, boat, and tube repetedly doesn't make the optimal word galaxy.
Sigh, I'll just keep on trying...