diff --git a/pkgs/development/python-modules/catboost/default.nix b/pkgs/development/python-modules/catboost/default.nix
index d0fc77b70038..5bb4e58d151e 100644
--- a/pkgs/development/python-modules/catboost/default.nix
+++ b/pkgs/development/python-modules/catboost/default.nix
@@ -22,7 +22,6 @@ buildPythonPackage rec {
     pname
     version
     src
-    meta
     ;
   pyproject = true;
 
@@ -55,4 +54,9 @@ buildPythonPackage rec {
   doCheck = false;
 
   pythonImportsCheck = [ "catboost" ];
+
+  meta = catboost.meta // {
+    # https://github.com/catboost/catboost/issues/2671
+    broken = lib.versionAtLeast numpy.version "2";
+  };
 }