diff --git a/aredis_om/model/model.py b/aredis_om/model/model.py
index 8271d2e..162c7a0 100644
--- a/aredis_om/model/model.py
+++ b/aredis_om/model/model.py
@@ -32,6 +32,7 @@ from pydantic.main import ModelMetaclass, validate_model
 from pydantic.typing import NoArgAnyCallable
 from pydantic.utils import Representation
 from redis.commands.json.path import Path
+from redis.exceptions import ResponseError
 from typing_extensions import Protocol, get_args, get_origin
 from ulid import ULID
 
@@ -799,7 +800,10 @@ class FindQuery:
     async def delete(self):
         """Delete all matching records in this query."""
         # TODO: Better response type, error detection
-        return await self.model.db().delete(*[m.key() for m in await self.all()])
+        try:
+            return await self.model.db().delete(*[m.key() for m in await self.all()])
+        except ResponseError:
+            return 0
 
     async def __aiter__(self):
         if self._model_cache:
diff --git a/tests/test_hash_model.py b/tests/test_hash_model.py
index b2bd30a..572213d 100644
--- a/tests/test_hash_model.py
+++ b/tests/test_hash_model.py
@@ -140,6 +140,27 @@ async def test_exact_match_queries(members, m):
     assert actual == [member1]
 
 
+@py_test_mark_asyncio
+async def test_delete_non_exist(members, m):
+    member1, member2, member3 = members
+    actual = await m.Member.find(
+        (m.Member.last_name == "Brookins") & ~(m.Member.first_name == "Andrew")
+    ).all()
+    assert actual == [member2]
+    assert (
+        1
+        == await m.Member.find(
+            (m.Member.last_name == "Brookins") & ~(m.Member.first_name == "Andrew")
+        ).delete()
+    )
+    assert (
+        0
+        == await m.Member.find(
+            (m.Member.last_name == "Brookins") & ~(m.Member.first_name == "Andrew")
+        ).delete()
+    )
+
+
 @py_test_mark_asyncio
 async def test_full_text_search_queries(members, m):
     member1, member2, member3 = members