Whenever I am accessing any website on my own personal device, I prefer saving my password rather than having to retype every single time I try logging in, however if the device isn't mine, then I wouldn't even try such because of the implications.
Its good you alert people anyways because some will even click on the save button despite knowing that the device isn't theirs.