In this paper, we study the stability of fractional Sobolev trace inequality within both the functional and critical point settings. In the functional setting, we establish the following sharp estimate: where , and denotes the manifold of extremal functions. Additionally, We find an explicit bound for the stability constant and establish a compactness result ensuring the existence of minimizers. In the critical point setting, we investigate the validity of a sharp quantitative profile decomposition related to the Escobar trace inequality and establish a qualitative profile decomposition for the critical elliptic equation \begin{equation*} Δu= 0 \quad+^n,\quad\frac{\partial u}{\partial t}=-|u|^{\frac{2}{n-2}}u \quad\partial+^n. \end{equation*} We then derive the sharp stability estimate: where or and represents the manifold consisting of weak-interacting Escobar bubbles. Through some refined estimates, we also give a strict upper bound for , which is .

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