Credentialed scan gives more information, because you are able to access more information and configuration detailed about a system when logged in with valid privileged credentials.
Non-Credentialed scan could be used in black box or blind test when you have no knowledge of system accounts.
Credentialed is privileges, like a normal user.
Non-Credentialed no privileges, like an outsider.