In an era where sustainability has become a paramount concern for organizations worldwide, the proliferation of sustainability frameworks has provided both opportunities and challenges. Various entities, from multinational corporations to educational institutions, are increasingly expected to measure, report, and improve sustainability performance using frameworks such as the UN Green Metrics, THE Impact, QS Stars, STARS, and QS Sustainability. However, selecting the most appropriate framework amidst this multitude of options remains daunting for many organizations. To close the gap, this work provides a thorough framework for comparison that aids businesses in choosing the most appropriate sustainability measures.