The Li intercalation potential of LiMPO 4 and LiMSiO 4 compounds with M = Fe, Mn, Co, and Ni is computed with the GGA+U method. It is found that this approach is considerably more accurate than standard LDA or GGA methods. The calculated potentials for LiFePO 4 , LiMnPO 4 and LiCoOPO 4 agree to within 0.1 V with experimental results. The LiNiPO 4 potential is predicted to be above 5 V. The potentials of the silicate materials are all found to be rather high, but LiFeSiO 4 and LiCoSiO 4 have negligible volume change upon Li extraction.Keywords: Battery cathode; Density functional theory; LDA+U; Olivine; Redox potential Introduction First principles computations have shown to be relevant for predicting many of the properties of Li-insertion materials used as electrodes in rechargeable Li batteries [1][2][3][4][5][6][7][8][9]. One of the critical properties for a Li intercalation material is the potential at which Li can be removed and inserted. While a high potential increases the energy density of the material, if this potential is too high, Li can not be practically removed, and side reactions such as electrolyte breakdown, can occur in the cell. A low potential can also lead to moisture sensitivity of the electrode material. Hence, knowledge of the thermodynamic potential is one crucial aspect when determining whether new materials can be used as cathode materials in rechargeable lithium batteries. In this communication, we predict the potential of LiNiPO 4 , LiMnSiO 4 , LiFeSiO 4 , LiCoSiO 4 and LiNiSiO 4 using the highly accurate GGA+U method.The electrochemical activity of LiFePO 4 [10] and Li 3 V 2 (PO 4 ) 3 [11][12][13][14] has spawned considerable interest in materials with poly-anion groups, as they may be considerably more stable than close-packed oxides at the end of charging. Currently, LiFePO 4 and Li 3 V 2 (PO 4 ) 3 are of commercial interest, though the rather low potential of LiFePO 4 gives it too low an energy density to compete with layered oxides in applications where volumetric or gravimetric energy density is most important. In this communication we use ab-initio computations to predict the potential of other phosphates and silicates in the olivine structure. While ab-initio methods have previously been used to predict the potential of insertion electrodes, we use a more accurate quantum mechanical approach in this work, allowing us to predict the insertion potentials within 0.1-0.2V. We find that of the compounds investigated, LiFePO 4 actually has the lowest potential. Among the phosphate compounds, the potential of LiNiPO 4 is found to be too high to be of practical interest. LiMnSiO 4 , LiFeSiO 4 , LiCoSiO 4 and LiNiSiO 4 also have high potentials, with only the Mn and Fe material just below 5V.