Only if the returned error code timing for a bad username overalps bad password most of the time. Displaying an obscured error only serves to harm the real users and is of little benefit to the system.

Unless you delay all failed attempts to login by a random time of 500-2000 ms, it's unlikely you'll see much improvement in response rates... having such a random delay is probably helpful anyhow.