The Comprehensive Care for Joint Replacement (CJR) model is a bundled payment model in which 799 participating hospitals from 67 metropolitan statistical areas are required to participate. The first CJR reconciliation for Performance Year 1 (PY1) was completed in spring 2017. This paper combines data from the report of PY1 results and other publically available sources to compare hospitals that received payments in CJR PY1 to those that did not.