diff --git a/sklearn/cluster/_kmeans.py b/sklearn/cluster/_kmeans.py
index 5c85ba405aa70..971d5735fbe2b 100644
--- a/sklearn/cluster/_kmeans.py
+++ b/sklearn/cluster/_kmeans.py
@@ -894,6 +894,7 @@ def _check_params_vs_input(self, X, default_n_init=None):
                     " explicitly to suppress the warning"
                 ),
                 FutureWarning,
+                stacklevel=2,
             )
             self._n_init = default_n_init
         if self._n_init == "auto":