RA patients with an inadequate response to one or more TNF inhibitors derive significant clinical benefit from subsequent therapy with an alternative TNF inhibitor or with rituximab or abatacept. Prospective randomized controlled trials are needed to help physicians in the best choice of further therapy for their patients.