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This paper analyzes the differences between passive filters and software-based techniques for overvoltage mitigation in motor drive systems with SiC modules. The structure of RLC passive filter and the algorithms of software-based techniques are analyzed. It is investigated how the structures of passive filters and software-based algorithms operate to mitigate overvoltage. The validity of the performance comparison between overvoltage mitigation techniques in motor drive systems is demonstrated through simulations.