If prices do rise, that's still indirectly bad for Facebook. While in the short term they are going to make more due to the price increase, other ad networks will follow the trend and increase their own pricing/ restrict supply. This would make other content on the web more profitable, and produce better content removing some of that traffic from facebook. If high price ads are better (less clickbait e.g.) then this would be a benefit for consumers.