diff --git a/aredis_om/model/model.py b/aredis_om/model/model.py
index 1694e08..4685710 100644
--- a/aredis_om/model/model.py
+++ b/aredis_om/model/model.py
@@ -24,6 +24,7 @@ from typing import (
     no_type_check,
 )
 
+from more_itertools import ichunked
 from pydantic import BaseModel, validator
 from pydantic.fields import FieldInfo as PydanticFieldInfo
 from pydantic.fields import ModelField, Undefined, UndefinedType
@@ -1117,9 +1118,17 @@ class RedisModel(BaseModel, abc.ABC, metaclass=ModelMeta):
         return self.make_primary_key(pk)
 
     @classmethod
-    async def delete(cls, pk: Any) -> int:
+    async def _delete(cls, db, *pks):
+        return await db.delete(*pks)
+
+    @classmethod
+    async def delete(
+        cls, pk: Any, pipeline: Optional[redis.client.Pipeline] = None
+    ) -> int:
         """Delete data at this key."""
-        return await cls.db().delete(cls.make_primary_key(pk))
+        db = cls._get_db(pipeline)
+
+        return await cls._delete(db, cls.make_primary_key(pk))
 
     @classmethod
     async def get(cls, pk: Any) -> "RedisModel":
@@ -1137,10 +1146,7 @@ class RedisModel(BaseModel, abc.ABC, metaclass=ModelMeta):
     async def expire(
         self, num_seconds: int, pipeline: Optional[redis.client.Pipeline] = None
     ):
-        if pipeline is None:
-            db = self.db()
-        else:
-            db = pipeline
+        db = self._get_db(pipeline)
 
         # TODO: Wrap any Redis response errors in a custom exception?
         await db.expire(self.make_primary_key(self.pk), num_seconds)
@@ -1232,16 +1238,7 @@ class RedisModel(BaseModel, abc.ABC, metaclass=ModelMeta):
         pipeline: Optional[redis.client.Pipeline] = None,
         pipeline_verifier: Callable[..., Any] = verify_pipeline_response,
     ) -> Sequence["RedisModel"]:
-        if pipeline is None:
-            # By default, send commands in a pipeline. Saving each model will
-            # be atomic, but Redis may process other commands in between
-            # these saves.
-            db = cls.db().pipeline(transaction=False)
-        else:
-            # If the user gave us a pipeline, add our commands to that. The user
-            # will be responsible for executing the pipeline after they've accumulated
-            # the commands they want to send.
-            db = pipeline
+        db = cls._get_db(pipeline, bulk=True)
 
         for model in models:
             # save() just returns the model, we don't need that here.
@@ -1255,6 +1252,31 @@ class RedisModel(BaseModel, abc.ABC, metaclass=ModelMeta):
 
         return models
 
+    @classmethod
+    def _get_db(
+        self, pipeline: Optional[redis.client.Pipeline] = None, bulk: bool = False
+    ):
+        if pipeline is not None:
+            return pipeline
+        elif bulk:
+            return self.db().pipeline(transaction=False)
+        else:
+            return self.db()
+
+    @classmethod
+    async def delete_many(
+        cls,
+        models: Sequence["RedisModel"],
+        pipeline: Optional[redis.client.Pipeline] = None,
+    ) -> int:
+        db = cls._get_db(pipeline)
+
+        for chunk in ichunked(models, 100):
+            pks = [cls.make_primary_key(model.pk) for model in chunk]
+            await cls._delete(db, *pks)
+
+        return len(models)
+
     @classmethod
     def redisearch_schema(cls):
         raise NotImplementedError
@@ -1293,10 +1315,8 @@ class HashModel(RedisModel, abc.ABC):
         self, pipeline: Optional[redis.client.Pipeline] = None
     ) -> "HashModel":
         self.check()
-        if pipeline is None:
-            db = self.db()
-        else:
-            db = pipeline
+        db = self._get_db(pipeline)
+
         document = jsonable_encoder(self.dict())
         # TODO: Wrap any Redis response errors in a custom exception?
         await db.hset(self.key(), mapping=document)
@@ -1467,10 +1487,8 @@ class JsonModel(RedisModel, abc.ABC):
         self, pipeline: Optional[redis.client.Pipeline] = None
     ) -> "JsonModel":
         self.check()
-        if pipeline is None:
-            db = self.db()
-        else:
-            db = pipeline
+        db = self._get_db(pipeline)
+
         # TODO: Wrap response errors in a custom exception?
         await db.execute_command("JSON.SET", self.key(), ".", self.json())
         return self
diff --git a/poetry.lock b/poetry.lock
index f7a1990..6d260d4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,3 +1,18 @@
+[[package]]
+name = "aioredis"
+version = "2.0.1"
+description = "asyncio (PEP 3156) Redis support"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+async-timeout = "*"
+typing-extensions = "*"
+
+[package.extras]
+hiredis = ["hiredis (>=1.0)"]
+
 [[package]]
 name = "appnope"
 version = "0.1.3"
@@ -541,6 +556,14 @@ category = "dev"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "more-itertools"
+version = "8.14.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "mypy"
 version = "0.971"
@@ -836,7 +859,7 @@ coverage = {version = ">=5.2.1", extras = ["toml"]}
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["virtualenv", "pytest-xdist", "six", "process-tests", "hunter", "fields"]
+testing = ["fields", "hunter", "process-tests", "six", "pytest-xdist", "virtualenv"]
 
 [[package]]
 name = "pytest-forked"
@@ -1215,27 +1238,25 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-
 
 [metadata]
 lock-version = "1.1"
-python-versions = "^3.7"
-content-hash = "d985ab2a5bc1df7c10cd51a644f74b61a637f509fde3a21b8de0b980c437fd08"
+python-versions = "^3.7,<=3.11"
+content-hash = "dfc59417b1dae3e718e9bc895671c677b499f4ceeccbf17a88138e033304457a"
 
 [metadata.files]
+aioredis = [
+    {file = "aioredis-2.0.1-py3-none-any.whl", hash = "sha256:9ac0d0b3b485d293b8ca1987e6de8658d7dafcca1cddfcd1d506cae8cdebfdd6"},
+    {file = "aioredis-2.0.1.tar.gz", hash = "sha256:eaa51aaf993f2d71f54b70527c440437ba65340588afeb786cd87c55c89cd98e"},
+]
 appnope = [
     {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
     {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
 ]
-astroid = [
-    {file = "astroid-2.11.7-py3-none-any.whl", hash = "sha256:86b0a340a512c65abf4368b80252754cda17c02cdbbd3f587dddf98112233e7b"},
-    {file = "astroid-2.11.7.tar.gz", hash = "sha256:bb24615c77f4837c707669d16907331374ae8a964650a66999da3f5ca68dc946"},
-]
+astroid = []
 async-timeout = [
     {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
     {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
 ]
 atomicwrites = []
-attrs = [
-    {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"},
-    {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
-]
+attrs = []
 backcall = [
     {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
     {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
@@ -1244,196 +1265,27 @@ bandit = [
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-    {file = "types_six-1.16.18-py3-none-any.whl", hash = "sha256:4f8be25faaa0a3088d6380ab7f27b4c7bc74ba81b2c7a351729f5be4af438290"},
-]
-typing-extensions = [
-    {file = "typing_extensions-4.3.0-py3-none-any.whl", hash = "sha256:25642c956049920a5aa49edcdd6ab1e06d7e5d467fc00e0506c44ac86fbfca02"},
-    {file = "typing_extensions-4.3.0.tar.gz", hash = "sha256:e6d2677a32f47fc7eb2795db1dd15c1f34eff616bcaf2cfb5e997f854fa1c4a6"},
-]
+traitlets = []
+twine = []
+typed-ast = []
+types-redis = []
+types-six = []
+typing-extensions = []
 unasync = [
     {file = "unasync-0.5.0-py3-none-any.whl", hash = "sha256:8d4536dae85e87b8751dfcc776f7656fd0baf54bb022a7889440dc1b9dc3becb"},
     {file = "unasync-0.5.0.tar.gz", hash = "sha256:b675d87cf56da68bd065d3b7a67ac71df85591978d84c53083c20d79a7e5096d"},
 ]
-urllib3 = [
-    {file = "urllib3-1.26.11-py2.py3-none-any.whl", hash = "sha256:c33ccba33c819596124764c23a97d25f32b28433ba0dedeb77d873a38722c9bc"},
-    {file = "urllib3-1.26.11.tar.gz", hash = "sha256:ea6e8fb210b19d950fab93b60c9009226c63a28808bc8386e05301e25883ac0a"},
-]
-virtualenv = [
-    {file = "virtualenv-20.16.2-py2.py3-none-any.whl", hash = "sha256:635b272a8e2f77cb051946f46c60a54ace3cb5e25568228bd6b57fc70eca9ff3"},
-    {file = "virtualenv-20.16.2.tar.gz", hash = "sha256:0ef5be6d07181946891f5abc8047fda8bc2f0b4b9bf222c64e6e8963baee76db"},
-]
+urllib3 = []
+virtualenv = []
 wcwidth = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
     {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
diff --git a/pyproject.toml b/pyproject.toml
index 556e7fa..1096a29 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,8 +22,9 @@ include=[
 ]
 
 [tool.poetry.dependencies]
-python = "^3.7"
-redis = ">=4.2.0,<5.0.0"
+python = "^3.7,<=3.11"
+redis = ">=3.5.3,<5.0.0"
+aioredis = "^2.0.0"
 pydantic = "^1.8.2"
 click = "^8.0.1"
 pptree = "^3.1"
@@ -33,6 +34,7 @@ python-ulid = "^1.0.3"
 cleo = "1.0.0a5"
 typing-extensions = "^4.0.0"
 hiredis = "^2.0.0"
+more-itertools = "^8.14.0"
 
 [tool.poetry.dev-dependencies]
 mypy = "^0.971"
diff --git a/tests/test_hash_model.py b/tests/test_hash_model.py
index ffe7304..84a0508 100644
--- a/tests/test_hash_model.py
+++ b/tests/test_hash_model.py
@@ -16,6 +16,7 @@ from aredis_om import (
     Field,
     HashModel,
     Migrator,
+    NotFoundError,
     QueryNotSupportedError,
     RedisModelError,
 )
@@ -591,6 +592,35 @@ async def test_saves_many(m):
     assert await m.Member.get(pk=member2.pk) == member2
 
 
+@py_test_mark_asyncio
+async def test_delete_many(m):
+    member1 = m.Member(
+        id=0,
+        first_name="Andrew",
+        last_name="Brookins",
+        email="a@example.com",
+        join_date=today,
+        age=38,
+        bio="This is the user bio.",
+    )
+    member2 = m.Member(
+        id=1,
+        first_name="Kim",
+        last_name="Brookins",
+        email="k@example.com",
+        join_date=today,
+        age=34,
+        bio="This is the bio for Kim.",
+    )
+    members = [member1, member2]
+    result = await m.Member.add(members)
+    assert result == [member1, member2]
+    result = await m.Member.delete_many(members)
+    assert result == 2
+    with pytest.raises(NotFoundError):
+        await m.Member.get(pk=member1.pk)
+
+
 @py_test_mark_asyncio
 async def test_updates_a_model(members, m):
     member1, member2, member3 = members
diff --git a/tests/test_json_model.py b/tests/test_json_model.py
index 54cc097..4d79941 100644
--- a/tests/test_json_model.py
+++ b/tests/test_json_model.py
@@ -299,6 +299,33 @@ async def test_saves_many_explicit_transaction(address, m):
         assert await m.Member.get(pk=member2.pk) == member2
 
 
+@py_test_mark_asyncio
+async def test_delete_many_implicit_pipeline(address, m):
+    member1 = m.Member(
+        first_name="Andrew",
+        last_name="Brookins",
+        email="a@example.com",
+        join_date=today,
+        address=address,
+        age=38,
+    )
+    member2 = m.Member(
+        first_name="Kim",
+        last_name="Brookins",
+        email="k@example.com",
+        join_date=today,
+        address=address,
+        age=34,
+    )
+    members = [member1, member2]
+    result = await m.Member.add(members)
+    assert result == [member1, member2]
+    result = await m.Member.delete_many(members)
+    assert result == 2
+    with pytest.raises(NotFoundError):
+        await m.Member.get(pk=member2.pk)
+
+
 async def save(members):
     for m in members:
         await m.save()