This is only for Domain separated Instances. Service Portal logo disappears, sometimes you can see it and sometimes cannot. At first appears as node specific issue, since the issue is intermittent. Even when portal record will not be domain separated, if logo is domain separated, issue is experienced.
To check if logo is domain separated: