A novel Nb2O5 catalyst with the highly single crystallinity and well aligned nanorods was successively synthesized by hydrothermal method and presented promising catalytic behavior for lactic acid synthesis from glucose. Notably, the sample was easily separated and reused without the obvious deactivation. It might shed light on an alternative process for lactic acid production instead of conventional fermentation.