This paper explores ways that common evaluation approaches and practices constrain innovation and offers lessons about an emerging evaluation approach—developmental evaluation—which supports the adaptation that is so crucial to innovation. For what kinds of grantmaking strategies should funders consider using developmental evaluation? What organizational conditions are necessary for it to work? How can grantmakers grapple with the challenging questions that developmental evaluation raises about innovation, accountability, rigor, and adaptation?