Self-compacting concrete (SCC) is a category of high-performance concrete that has garnered substantial attention in recent years owing to its exceptional fluidity and cohesion. The consolidation characteristics and durability requirements of this material necessitate the inclusion of supplementary cementitious materials (SCM). These SCMs, derived from industrial by-products or waste, enhance the properties of SCC while mitigating the environmental impact associated with cement production. Considering these aspects, this study focuses on a comprehensive scientific analysis of quaternary blended self-compacting concrete on a global scale and performs a bibliometric analysis of contemporary literature to discern prevailing trends in the field. The results demonstrate a positive global growth trajectory in recent years, indicating substantial opportunities for further studies.