All-solid-state batteries (ASSBs) are considered the most promising next-generation energy storage device owing to their high safety. The sulfide solid electrolytes (SEs) possess high ionic conductivity (10 À 4 -10 À 2 S cm À 1 ) at room temperature, nonflammable properties, and moderate modulus, all of which are crucial requirements for the scalable application of highperformance ASSBs. However, achieving a high energy density of > 300 Wh kg À 1 appears to be a significant hurdle in current ASSBs. Research on high-energy-density anode materials is of great importance for enhancing the overall energy density in ASSBs. However, relatively few review articles have focused on the overall development profile of representative anode materials in sulfide SEs. Here, we start by underlining the importance of the multi-physical properties of sulfide SEs, including ionic conductivity, chemical properties, and mechanical properties. Furthermore, the potential failure mechanisms of sulfide SEs with Li anodes and corresponding improvement strategies are systematically discussed. Finally, we summarize recent notable works of anode materials in sulfide-based ASSBs, aiming to provide important guidance for fulfilling a real leap of high energy density anode materials in sulfide ASSBs.