In my area of semiconductor engineering/ detectors, we generally have to pay to publish. Journals do seem to be slowly moving away from this for just the publication, however as you say for open access you still need to pay. Depending on the funding provider for the research, it can be compulsory for the papers to be open access, so we would end up paying anyway.