We found large variation in 5-year net survival, with a nearly 15-times difference in cancer survival by country income group within the Commonwealth. Efforts to improve the availability of treatment and imaging modalities and quality of care will be crucial to reduce these disparities, with specific priorities of scale-up policies varying by setting. The Commonwealth could leverage a broad range of knowledge and resources and have an important role in supporting member countries with setting-specific priorities to improve cancer outcomes.