diff --git a/readthedocs/projects/filters.py b/readthedocs/projects/filters.py
index c3495c0beca..f9a9897eca9 100644
--- a/readthedocs/projects/filters.py
+++ b/readthedocs/projects/filters.py
@@ -4,9 +4,7 @@
 from django.db.models import Count
 from django.db.models import F
 from django.db.models import Max
-from django.db.models import Q
 from django.utils.translation import gettext_lazy as _
-from django_filters import CharFilter
 from django_filters import ChoiceFilter
 from django_filters import OrderingFilter
 
@@ -261,12 +259,20 @@ class RedirectListFilterSet(ModelFilterSet):
         empty_label=_("All types"),
     )
 
-    # Matches against either end of the redirect in a single field so the UI
-    # stays a single input.
-    url = CharFilter(
-        label=_("URL contains"),
-        method="filter_url_contains",
+    url = FilteredModelChoiceFilter(
+        label=_("URL"),
+        empty_label=_("All URLs"),
+        to_field_name="from_url",
+        queryset_method="get_redirect_queryset",
+        method="get_redirect",
+        label_attribute="from_url",
     )
 
-    def filter_url_contains(self, queryset, field_name, value):
-        return queryset.filter(Q(from_url__icontains=value) | Q(to_url__icontains=value))
+    def get_redirect_queryset(self):
+        # Scope choices to the project's redirects passed in at instantiation;
+        # otherwise the dropdown would show every Redirect across all projects.
+        # Exclude redirects without a ``from_url`` (eg. clean URL <-> HTML types).
+        return self.queryset.exclude(from_url="")
+
+    def get_redirect(self, queryset, field_name, redirect):
+        return queryset.filter(from_url=redirect.from_url)
diff --git a/readthedocs/redirects/tests/test_views.py b/readthedocs/redirects/tests/test_views.py
index 1e33469a1dc..a16f8923be3 100644
--- a/readthedocs/redirects/tests/test_views.py
+++ b/readthedocs/redirects/tests/test_views.py
@@ -98,8 +98,8 @@ def test_list_redirect_filter_by_type(self):
         assert len(resp.context["redirects"]) == 1
         assert resp.context["redirects"][0].redirect_type == PAGE_REDIRECT
 
-    def test_list_redirect_filter_by_url_contains(self):
-        get(
+    def test_list_redirect_filter_by_url(self):
+        other = get(
             Redirect,
             project=self.project,
             redirect_type=PAGE_REDIRECT,
@@ -108,13 +108,11 @@ def test_list_redirect_filter_by_url_contains(self):
         )
         resp = self.client.get(
             reverse("projects_redirects", args=[self.project.slug]),
-            {"url": "configuration"},
+            {"url": other.from_url},
         )
         assert resp.status_code == 200
         pks = {r.pk for r in resp.context["redirects"]}
-        assert len(pks) == 1
-        # Matches on the ``to_url`` substring only.
-        assert self.redirect.pk not in pks
+        assert pks == {other.pk}
 
     def test_get_redirect(self):
         resp = self.client.get(