Photocatalytic hydrogen evolution via water splitting is considered an attractive method for addressing the increasing global energy crisis and environmental problems. The synthesis of efficient photocatalysts is currently a major focus and challenge in research. In this study, we utilized the impinging stream-rotating packed bed (IS-RPB) combined with the coprecipitation method to synthesize twin-crystal Zn 0.5 Cd 0.5 S solid solutions with rich sulfur vacancies, continuous and kilogram-scale process. At the optimal high-gravity factor and pH, a series of Zn 0.5 Cd 0.5 S with twin crystals, sulfur vacancies, and both were controllably synthesized by optimizing the initial impact velocity and crystallization time. This approach resulted in a steady increase in the performance of photocatalytic hydrogen evolution via water splitting. The formation of twin-crystal and sulfur vacancies together promotes the separation and transfer of photogenerated carriers, thereby enhancing photocatalytic performance. The optimal photocatalytic hydrogen evolution rate under visible light was 31.6 mmol g −1 h −1 , and the largest apparent quantum yield (AQY) can reach a high value of 26.33% at 400 nm. In addition, it also exerts good stability in 12 h cycles. This unique in situ physical approach for constructing sulfur vacancies on twin crystals provides a new process for synthesizing highly efficient metal sulfide photocatalysts.