Its not the color that matters but rather the amount although yes the color does change.
5* units are the strongest represented by gold stars
4* units are the 2nd strongest with silver stars
3* units are bronze
2* and 1* are idk teal?
The point is what your trying to do is either summon a high star unit OR unlock each ones potential using badges or feathers.