This paper investigates the boundedness of wave operators for the Laplace operator with finite rank perturbations \begin{equation*} H=-Δ+\sum\limits_{i=1}^N\langle\cdot,, \varphi_i\rangle \varphi_i \qquad \mbox{on},,, \R^d. \end{equation*} For dimensions , we prove that the wave operators are bounded on for the full range . This extends the work of Nier and the third author \cite{NS} by resolving the previously unexplored question of boundedness at the endpoint cases and . In lower dimensions , we establish the -boundedness of the wave operators for the first time. Furthermore, we reveal an intriguing dichotomy in the endpoint case : \begin{itemize} \item If holds for every , then the wave operators are bounded on for all . \item If there exists at least one () such that , then the wave operators remain bounded for and satisfy weak type estimates, but fail to be bounded on . \end{itemize}

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