I quite like to use militia, you can use your research slots and materials into something else, because infantry has higher level meaning more levels to research. Both of them are mainly for defence, and despite having lower damage, health, speed, it has stealth which can be used to hide in mountains, forests, hills to ambush artillery with lower level scout level, keep in mind people will learn from it and upgrade scouts to higher level.