This analysis examines transparency data currently shared by hospitals to comply with federal law and finds that they are messy, inconsistent and confusing, making it challenging if not impossible for patients or researchers to use them to compare prices. Many of these shortcomings stem from a lack of specificity in the requirements for what hospitals must report.