Quick decision rule
Choose based on what the workload expects: cloud sign-in vs domain features. Cloud apps plus SSO → Microsoft Entra ID. Domain join/LDAP/Kerberos/NTLM → Entra Domain Services. Don't pick based only on 'where it runs'. Entra ID does not equal AD DS.