Performance of MUSIC algorithm for direction finding in the presence of channel mismatch is analyzed. The concrete formulas of deviation and variance of DOA (direction of arrival) with only one source impinging on an array are derived in this paper. Simulation results indicate that the formulas derived in the paper are correct.