In this article, we share our views on language-diversity issues in research in mathematics education. We describe tensions, questions, and myths that we regularly face as researchers. We use similarities and differences in two settings (multilingual classrooms in South Africa and U.S. mathematics classrooms with Latino/a students) to illustrate the complexity of this work and illuminate research findings.