diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 582aa81f11ed..5af097fb5870 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -14143,6 +14143,13 @@ self: super: with self; {
     grpc = compat.grpcTF;
     grpcio = compat.grpcioTF;
     tensorboard = compat.tensorboardTF;
+
+    # Tensorflow 2.13 doesn't support gcc13:
+    # https://github.com/tensorflow/tensorflow/issues/61289
+    #
+    # We use the nixpkgs' default libstdc++ to stay compatible with other
+    # python modules
+    stdenv = pkgs.stdenvAdapters.useLibsFrom stdenv pkgs.gcc12Stdenv;
   };
 
   tensorflow-datasets = callPackage ../development/python-modules/tensorflow-datasets { };