Qualitative education is one of the key contributors in achieving the goal of sustainability. Several studies mention that the sustainability curriculum and educators can play an immense role in developing awareness in practicing the concept of sustainability. Relatively there is no comprehensive study to typify the recent contributions of teacher education for sustainability. In this light, the aim of the study is to understand the progress of the research on teacher education for sustainability (TES) in terms of growth, evolution, influence and significant research themes. To achieve the aim of the study, 1782 documents indexed in the Scopus database over three decades starting from 1991 to 2020 were analyzed by using bibliometric analysis. The data are visualized in the paper by using VOSviewer and Tableau. Results show that there has been a significant increase in yearly publications and citations over the years, trending research papers, productive authors, institutions and countries and thematic areas of research. Most frequently published journal has a considerable cite score and quartile. Universities from Australia published the most. The most commonly published themes are education for sustainability, Agenda 21, sustainable development education, environmental education, and later the focus is shifted to teacher training, teachers, education, values, teaching and education policy, sustainability competencies. Future research should focus on blended learning, digital learning, other modern tools and techniques to achieve the goal of sustainable development as well as to address the issue of teaching sustainability during uncertainty conditions.