The best constant and extremal functions are well known of the following Caffarelli-Kohn-Nirenberg inequality where , , . An important task is investigating the stability of extremals for this inequality. Firstly, we give the classification to the linearized problem related to the extremals which shows the extremals are non-degenerate. Then we investigate the gradient type remainder term of previous inequality by using spectral estimate combined with a compactness argument which partially extends the work of Wei and Wu [Math. Ann., 2022] to a general -Laplace case, and also the work of Figalli and Zhang [Duke Math. J., 2022] to a weighted case.

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