Are the custom chip designs giving them substantial benefits to balance out the overhead, no to mention many companies potentially duplicating the same effort ?

Are the custom chip designs giving them substantial benefits to balance out the overhead, no to mention many companies potentially duplicating the same effort ? I would expect electric vehicle companies to compete on better batteries, motors and vehicle construction, not necessarily on having better chips in the vehicle, with maybe the exception of some gains on motor controllers or safety features.