diff --git a/lib/elixir/lib/module/types/descr.ex b/lib/elixir/lib/module/types/descr.ex
index 74200c4cf8f..b6f1fdae8f7 100644
--- a/lib/elixir/lib/module/types/descr.ex
+++ b/lib/elixir/lib/module/types/descr.ex
@@ -864,7 +864,7 @@ defmodule Module.Types.Descr do
   defp list_tail_unfold(:term), do: @not_non_empty_list
   defp list_tail_unfold(other), do: Map.delete(other, :list)
 
-  defp list_union(dnf1, dnf2), do: dnf1 ++ dnf2
+  defp list_union(dnf1, dnf2), do: dnf1 ++ (dnf2 -- dnf1)
 
   defp list_intersection(dnf1, dnf2) do
     for {list_type1, last_type1, negs1} <- dnf1,
@@ -1076,12 +1076,39 @@ defmodule Module.Types.Descr do
     end
   end
 
-  # TODO: Eliminate empty lists from the union.
-  defp list_normalize(dnf), do: dnf
-  #   Enum.filter(dnf, fn {list_type, last_type, negs} ->
-  #     not Enum.any?(negs, fn neg -> subtype?(list_type, neg) end)
-  #   end)
-  # end
+  # Eliminate empty lists from the union, and redundant types (that are subtypes of others,
+  # or that can be merged with others).
+  defp list_normalize(dnf) do
+    Enum.reduce(dnf, [], fn {lt, last, negs}, acc ->
+      if list_literal_empty?(lt, last, negs),
+        do: acc,
+        else: add_to_list_normalize(acc, lt, last, negs)
+    end)
+  end
+
+  defp list_literal_empty?(list_type, last_type, negations) do
+    empty?(list_type) or empty?(last_type) or
+      Enum.any?(negations, fn {neg_type, neg_last} ->
+        subtype?(list_type, neg_type) and subtype?(last_type, neg_last)
+      end)
+  end
+
+  # Inserts a list type into a list of non-subtype list types.
+  # If the {list_type, last_type} is a subtype of an existing type, the negs
+  # are added to that type.
+  # If one list member is a subtype of {list_type, last_type}, it is replaced
+  # and its negations are added to the new type.
+  # If the type of elements are the same, the last types are merged.
+  defp add_to_list_normalize([{t, l, n} | rest], list, last, negs) do
+    cond do
+      subtype?(list, t) and subtype?(last, l) -> [{t, l, n ++ negs} | rest]
+      subtype?(t, list) and subtype?(l, last) -> [{list, last, n ++ negs} | rest]
+      equal?(t, list) -> [{t, union(l, last), n ++ negs} | rest]
+      true -> [{t, l, n} | add_to_list_normalize(rest, list, last, negs)]
+    end
+  end
+
+  defp add_to_list_normalize([], list, last, negs), do: [{list, last, negs}]
 
   ## Dynamic
   #
diff --git a/lib/elixir/test/elixir/module/types/descr_test.exs b/lib/elixir/test/elixir/module/types/descr_test.exs
index 3e74d5d2aae..5ce03a7d2a0 100644
--- a/lib/elixir/test/elixir/module/types/descr_test.exs
+++ b/lib/elixir/test/elixir/module/types/descr_test.exs
@@ -1229,6 +1229,22 @@ defmodule Module.Types.DescrTest do
 
       assert list(term(), term()) |> to_quoted_string() ==
                "list(term(), term())"
+
+      # Test normalization
+
+      # Remove duplicates
+      assert union(list(integer()), list(integer())) |> to_quoted_string() == "list(integer())"
+
+      # Merge subtypes
+      assert union(list(float(), pid()), list(number(), pid())) |> to_quoted_string() ==
+               "list(float() or integer(), pid())"
+
+      # Merge last element types
+      assert union(list(atom([:ok]), integer()), list(atom([:ok]), float())) |> to_quoted_string() ==
+               "list(:ok, float() or integer())"
+
+      assert union(dynamic(list(integer(), float())), dynamic(list(integer(), pid())))
+             |> to_quoted_string() == "dynamic(list(integer(), float() or pid()))"
     end
 
     test "tuples" do