Not sure if this is the right solution, but solved my problem. According to this youtube, you need to change IPv4 Settings to Automatic (DHCP) addresses only, once saved, OpenDNS started working. Don't know what's the difference between Automatic (DHCP) addresses only vs Automatic (DHCP).