While I understand where you are coming from, pretty much all the observational evidence is pointing to vaccines not being particularly effective against omicron, which seems to explain the data we are seeing (massive surge in infections and hospitalizations). That alone is enough information to reasonably conclude that the vaccine does not provide a high level of protection against omicron, even if we are nto doing a large-N population comparison.