How can I judge reputation of a publisher? Any rankings?
There are no rankings of publishers I'm aware of (what criteria would you even use?); however, my experience is that academics also barely care about the prestige of the publisher. If there are any publishers at all whose names carry weight, it's CUP and OUP.

Just make sure not to publish with a predatory publisher and you should be set.