Abstract Orthorhombic Nb 2 O 5 (T‐Nb 2 O 5 ) has recently attracted great attention for its application as an anode for sodium ion batteries (NIBs) owing to its patulous framework and larger interplanar lattice spacing. Sulfur‐doped T‐Nb 2 O 5 hollow nanospheres (diameter:180 nm) uniformly encapsulate into sulfur‐doped graphene networks (denoted: S‐Nb 2 O 5 HNS@S‐rGO) using hard template method. The 3D ordered porous structure not only provides good electronic transportation path but also offers outstanding ionic conductive channels, leading to an improved sodium storage performance. In addition, the introduction of sulfur to graphene and Nb 2 O 5 leads to oxygen vacancy and enhanced electronic conductivity. The sodium storage performance of S‐Nb 2 O 5 HNS@S‐rGO is unprecedented. It delivers a reversible capacity 215 mAh g −1 at 0.5 C over 100 cycles. In addition, it also possesses a great high‐rate capability, retaining a stable capacity of 100 mAh g −1 at 20 C after 3000 cycles. This design demonstrates the potential applications of Nb 2 O 5 as anode for high performance NIBs.