Comparing FIVE D&D Battle Map Making Programs | Which is the easiest?

I tested out five different D&D/TTRPG map makers to find out how to make D&D battle maps super easily. I tested out Tileforge, Inkarnate, Dungeondraft, Dungeonfog, and Dungeon Alchemist. I am always trying to reduce my DM prep time and make it easier on myself, so starting to make my own D&D 5e battle maps felt like it could be a step in the wrong direction. However, if I could produce maps that made me excited to show my D&D fifth edition players, without spending too much time, then I knew I'd stick with it. I will absolutely continue to make maps going forward using two of these programs!

Tileforge:
https://www.tileforge.com/

Inkarnate:
https://inkarnate.com/maps/

Dungeondraft:
https://dungeondraft.net/

Dungeonfog:
https://www.dungeonfog.com/

Dungeon Alchemist:
https://www.dungeonalchemist.com/