Uniform and highly crystalline rare earth orthovanadate (LnVO4) synthesized by a modified reverse micelle route. The morphological change of the LnVO4 By controlled by changing the Ln source. LnVO4 nanocrystals with good cycling stability and high rate capability applied in Li-ion battery.