The best I can tell you is that Eacho ancestry derived from England. Exactly who came over is still a mistery to me. I know they mostly settled in Virginia (King William/Henrico county) and some went up to Maryland. The name is pronounced with a long "E" sound and long "O" sound and the H is silent.
I hope that helped you out.
Robert (Eddie) Eacho