What market data is necessary to facilitate trading in today’s markets? The answer, based on some of the most liquid markets in the world, is: Not much.

So what should data cost? If regulators want to maximize the utility benefits of defining data as “core,” they need to deal with how to avoid misaligning economic incentives. If adding transparency to ...