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Coal-based porous materials for supercapacitors were successfully prepared using Taixi anthracite (TXA) by multi-stage activation. The characterization and electrochemical tests of activated carbons (ACs) prepared in different stages demonstrated that the AC from the third-stage activation (AC_III) shows good porous structures and excellent electrochemical performances. AC_III exhibited a fine specific capacitance of 199 F g^−1 at a current density of 1 A g^−1 in the three-electrode system, with 6 mol L^−1 KOH as the electrolyte. The specific capacitance of AC_III remained 190 F g^−1 even despite increasing the current density to 5 A g^−1, indicating a good rate of electrochemical performance. Moreover, its specific capacitance remained at 98.1% of the initial value after 5000 galvanostatic charge-discharge (GCD) cycle tests at a current density of 1 A g^−1, suggesting that the AC_III has excellent cycle performance as electrode materials for supercapacitors. This study provides a promising approach for fabricating high performance electrode materials from high-rank coals, which could facilitate efficient and clean utilization of high-rank coals.