diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7c8f35dc7..933920bcd 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/psf/black
-    rev: 21.12b0
+    rev: 22.1.0
     hooks:
       - id: black
         exclude: ^(docs_src/|examples/)
@@ -11,7 +11,7 @@ repos:
         exclude: ^(docs_src/|examples/|tests/)
         args: [ '--max-line-length=88' ]
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v0.910
+    rev: v0.931
     hooks:
       - id: mypy
         exclude: ^(docs_src/|examples/)
diff --git a/docs/releases.md b/docs/releases.md
index a5576a2af..d27de3824 100644
--- a/docs/releases.md
+++ b/docs/releases.md
@@ -1,3 +1,15 @@
+# 0.10.25
+
+## ✨ Features
+
+* Add `queryset_class` option to `Model.Meta` that allows you to easily swap `QuerySet` for your Model (by @ponytailer - thanks!) [#538](https://github.com/collerek/ormar/pull/538)
+* Allow passing extra `kwargs` to `IndexColumns` that will be passed to sqlalchemy `Index` (by @zevisert - thanks) [#575](https://github.com/collerek/ormar/pull/538)
+
+## 🐛 Fixes
+
+* Fix nullable setting on `JSON` fields [#529](https://github.com/collerek/ormar/issues/529)
+* Fix bytes/str mismatch in bulk operations when using orjson instead of json (by @ponytailer - thanks!) [#538](https://github.com/collerek/ormar/pull/538)
+
 # 0.10.24
 
 ## ✨ Features
diff --git a/ormar/fields/model_fields.py b/ormar/fields/model_fields.py
index 7a10c250d..0b565aa27 100644
--- a/ormar/fields/model_fields.py
+++ b/ormar/fields/model_fields.py
@@ -168,7 +168,7 @@ def __new__(cls, *args: Any, **kwargs: Any) -> BaseField:  # type: ignore
             unique=kwargs.pop("unique", False),
             pydantic_only=pydantic_only,
             autoincrement=autoincrement,
-            column_type=cls.get_column_type(**kwargs),
+            column_type=cls.get_column_type(**kwargs, sql_nullable=sql_nullable),
             choices=choices,
             encrypt_secret=encrypt_secret,
             encrypt_backend=encrypt_backend,
@@ -516,7 +516,7 @@ def get_column_type(cls, **kwargs: Any) -> Any:
         :return: initialized column with proper options
         :rtype: sqlalchemy Column
         """
-        return sqlalchemy.JSON()
+        return sqlalchemy.JSON(none_as_null=kwargs.get("sql_nullable", False))
 
 
 if TYPE_CHECKING:  # pragma: nocover # noqa: C901
diff --git a/ormar/fields/parsers.py b/ormar/fields/parsers.py
index e8b73015d..c3d85febb 100644
--- a/ormar/fields/parsers.py
+++ b/ormar/fields/parsers.py
@@ -2,7 +2,7 @@
 import datetime
 import decimal
 import uuid
-from typing import Any, Callable, Dict, Union
+from typing import Any, Callable, Dict, Optional, Union
 
 import pydantic
 from pydantic.datetime_parse import parse_date, parse_datetime, parse_time
@@ -37,7 +37,9 @@ def encode_bytes(value: Union[str, bytes], represent_as_string: bool = False) ->
     return value if isinstance(value, bytes) else value.encode("utf-8")
 
 
-def encode_json(value: Any) -> str:
+def encode_json(value: Any) -> Optional[str]:
+    if isinstance(value, (datetime.date, datetime.datetime, datetime.time)):
+        value = value.isoformat()
     value = json.dumps(value) if not isinstance(value, str) else re_dump_value(value)
     value = value.decode("utf-8") if isinstance(value, bytes) else value
     return value
diff --git a/ormar/models/mixins/merge_mixin.py b/ormar/models/mixins/merge_mixin.py
index 524d5e51d..6bfc2da90 100644
--- a/ormar/models/mixins/merge_mixin.py
+++ b/ormar/models/mixins/merge_mixin.py
@@ -83,6 +83,7 @@ def merge_two_instances(
                 setattr(other, field_name, value_to_set)
             elif (
                 isinstance(current_field, ormar.Model)
+                and isinstance(other_value, ormar.Model)
                 and current_field.pk == other_value.pk
             ):
                 setattr(
diff --git a/ormar/models/newbasemodel.py b/ormar/models/newbasemodel.py
index d05498e12..a2995a052 100644
--- a/ormar/models/newbasemodel.py
+++ b/ormar/models/newbasemodel.py
@@ -22,14 +22,11 @@
 import databases
 import pydantic
 import sqlalchemy
+
+from ormar.fields.parsers import encode_json
 from ormar.models.utils import Extra
 from pydantic import BaseModel
 
-try:
-    import orjson as json
-except ImportError:  # pragma: no cover
-    import json  # type: ignore
-
 
 import ormar  # noqa I100
 from ormar.exceptions import ModelError, ModelPersistenceError
@@ -912,7 +909,7 @@ def _convert_bytes_to_str(self, column_name: str, value: Any) -> Union[str, Dict
             return base64.b64encode(value).decode()
         return value
 
-    def _convert_json(self, column_name: str, value: Any) -> Union[str, Dict]:
+    def _convert_json(self, column_name: str, value: Any) -> Union[str, Dict, None]:
         """
         Converts value to/from json if needed (for Json columns).
 
@@ -925,12 +922,7 @@ def _convert_json(self, column_name: str, value: Any) -> Union[str, Dict]:
         """
         if column_name not in self._json_fields:
             return value
-        if not isinstance(value, str):
-            try:
-                value = json.dumps(value)
-            except TypeError:  # pragma no cover
-                pass
-        return value.decode("utf-8") if isinstance(value, bytes) else value
+        return encode_json(value)
 
     def _extract_own_model_fields(self) -> Dict:
         """
diff --git a/poetry.lock b/poetry.lock
index 5aef2eb67..40a86a098 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -145,30 +145,26 @@ stevedore = ">=1.20.0"
 
 [[package]]
 name = "black"
-version = "21.12b0"
+version = "22.1.0"
 description = "The uncompromising code formatter."
 category = "dev"
 optional = false
 python-versions = ">=3.6.2"
 
 [package.dependencies]
-click = ">=7.1.2"
+click = ">=8.0.0"
 dataclasses = {version = ">=0.6", markers = "python_version < \"3.7\""}
 mypy-extensions = ">=0.4.3"
-pathspec = ">=0.9.0,<1"
+pathspec = ">=0.9.0"
 platformdirs = ">=2"
-tomli = ">=0.2.6,<2.0.0"
+tomli = ">=1.1.0"
 typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
-typing-extensions = [
-    {version = ">=3.10.0.0", markers = "python_version < \"3.10\""},
-    {version = "!=3.10.0.1", markers = "python_version >= \"3.10\""},
-]
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
 d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-python2 = ["typed-ast (>=1.4.3)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
@@ -200,7 +196,7 @@ python-versions = ">=3.6.1"
 
 [[package]]
 name = "charset-normalizer"
-version = "2.0.10"
+version = "2.0.12"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "dev"
 optional = false
@@ -211,7 +207,7 @@ unicode_backport = ["unicodedata2"]
 
 [[package]]
 name = "click"
-version = "8.0.3"
+version = "8.0.4"
 description = "Composable command line interface toolkit"
 category = "dev"
 optional = false
@@ -303,7 +299,7 @@ test = ["pytest (>=6.2.0)", "pytest-cov", "pytest-subtests", "pytest-xdist", "pr
 
 [[package]]
 name = "databases"
-version = "0.5.4"
+version = "0.5.5"
 description = "Async database support for Python."
 category = "main"
 optional = false
@@ -322,7 +318,7 @@ sqlite = ["aiosqlite"]
 
 [[package]]
 name = "databind.core"
-version = "1.3.2"
+version = "1.4.0"
 description = "Databind is a library inspired by jackson-databind to de-/serialize Python dataclasses. Compatible with Python 3.7 and newer."
 category = "dev"
 optional = false
@@ -342,14 +338,14 @@ test = ["types-dataclasses", "types-deprecated", "types-pkg-resources"]
 
 [[package]]
 name = "databind.json"
-version = "1.3.2"
+version = "1.4.0"
 description = "De-/serialize Python dataclasses to or from JSON payloads. Compatible with Python 3.7 and newer."
 category = "dev"
 optional = false
 python-versions = ">=3.7.0,<4.0.0"
 
 [package.dependencies]
-"databind.core" = ">=1.3.2,<2.0.0"
+"databind.core" = ">=1.4.0,<2.0.0"
 "nr.optional" = ">=0.1.1,<1.0.0"
 "nr.parsing.date" = ">=1.0.1,<2.0.0"
 "nr.preconditions" = ">=0.0.4,<1.0.0"
@@ -387,33 +383,28 @@ python-versions = "*"
 
 [[package]]
 name = "docspec"
-version = "1.2.0"
+version = "1.3.0"
 description = "Docspec is a JSON object specification for representing API documentation of programming languages."
 category = "dev"
 optional = false
-python-versions = ">=3.7.0,<4.0.0"
+python-versions = ">=3.7,<4.0"
 
 [package.dependencies]
 "databind.core" = ">=1.0.0,<2.0.0"
 "databind.json" = ">=1.0.0,<2.0.0"
 Deprecated = ">=1.2.12,<2.0.0"
 
-[package.extras]
-test = ["types-deprecated", "types-termcolor", "databind.core (>=1.2.1,<2.0.0)"]
-
 [[package]]
 name = "docspec-python"
-version = "1.2.0"
+version = "1.3.0"
 description = "A parser based on lib2to3 producing docspec data from Python source code."
 category = "dev"
 optional = false
-python-versions = ">=3.7.0,<4.0.0"
+python-versions = ">=3.7,<4.0"
 
 [package.dependencies]
-docspec = ">=1.2.0,<2.0.0"
-
-[package.extras]
-test = ["types-deprecated"]
+docspec = ">=1.3.0,<2.0.0"
+"nr.util" = ">=0.6.6,<0.7.0"
 
 [[package]]
 name = "docstring-parser"
@@ -428,7 +419,7 @@ test = ["pytest", "black"]
 
 [[package]]
 name = "fastapi"
-version = "0.70.1"
+version = "0.74.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 category = "dev"
 optional = false
@@ -436,12 +427,12 @@ python-versions = ">=3.6.1"
 
 [package.dependencies]
 pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
-starlette = "0.16.0"
+starlette = "0.17.1"
 
 [package.extras]
 all = ["requests (>=2.24.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "itsdangerous (>=1.1.0,<3.0.0)", "pyyaml (>=5.3.1,<6.0.0)", "ujson (>=4.0.1,<5.0.0)", "orjson (>=3.2.1,<4.0.0)", "email_validator (>=1.1.1,<2.0.0)", "uvicorn[standard] (>=0.12.0,<0.16.0)"]
 dev = ["python-jose[cryptography] (>=3.3.0,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "uvicorn[standard] (>=0.12.0,<0.16.0)"]
-doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=7.1.9,<8.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "typer-cli (>=0.0.12,<0.0.13)", "pyyaml (>=5.3.1,<6.0.0)"]
+doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "typer-cli (>=0.0.12,<0.0.13)", "pyyaml (>=5.3.1,<6.0.0)"]
 test = ["pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "mypy (==0.910)", "flake8 (>=3.8.3,<4.0.0)", "black (==21.9b0)", "isort (>=5.0.6,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "httpx (>=0.14.0,<0.19.0)", "email_validator (>=1.1.1,<2.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "peewee (>=3.13.3,<4.0.0)", "databases[sqlite] (>=0.3.2,<0.6.0)", "orjson (>=3.2.1,<4.0.0)", "ujson (>=4.0.1,<5.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "flask (>=1.1.2,<3.0.0)", "anyio[trio] (>=3.2.1,<4.0.0)", "types-ujson (==0.1.1)", "types-orjson (==3.6.0)", "types-dataclasses (==0.1.7)"]
 
 [[package]]
@@ -486,7 +477,7 @@ pycodestyle = "*"
 
 [[package]]
 name = "flake8-black"
-version = "0.2.3"
+version = "0.2.4"
 description = "flake8 plugin to call black as a code style validator"
 category = "dev"
 optional = false
@@ -789,7 +780,7 @@ i18n = ["babel (>=2.9.0)"]
 
 [[package]]
 name = "mkdocs-material"
-version = "8.1.7"
+version = "8.2.1"
 description = "A Material Design theme for MkDocs"
 category = "dev"
 optional = false
@@ -826,21 +817,21 @@ typing-extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.8\""
 
 [[package]]
 name = "mypy"
-version = "0.910"
+version = "0.931"
 description = "Optional static typing for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [package.dependencies]
-mypy-extensions = ">=0.4.3,<0.5.0"
-toml = "*"
-typed-ast = {version = ">=1.4.0,<1.5.0", markers = "python_version < \"3.8\""}
-typing-extensions = ">=3.7.4"
+mypy-extensions = ">=0.4.3"
+tomli = ">=1.1.0"
+typed-ast = {version = ">=1.4.0,<2", markers = "python_version < \"3.8\""}
+typing-extensions = ">=3.10"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
-python2 = ["typed-ast (>=1.4.0,<1.5.0)"]
+python2 = ["typed-ast (>=1.4.0,<2)"]
 
 [[package]]
 name = "mypy-extensions"
@@ -931,27 +922,30 @@ python-versions = ">=3.5.0,<4.0.0"
 test = ["pytest"]
 
 [[package]]
-name = "nr.utils.re"
-version = "0.3.1"
-description = "This module provides some utility functions for applying regular expressions."
+name = "nr.util"
+version = "0.6.7"
+description = "General purpose Python utility library."
 category = "dev"
 optional = false
-python-versions = ">=3.6.0,<4.0.0"
+python-versions = ">=3.7,<4.0"
+
+[package.dependencies]
+deprecated = ">=1.2.0,<2.0.0"
 
 [[package]]
-name = "orjson"
-version = "3.6.1"
-description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
+name = "nr.utils.re"
+version = "0.3.1"
+description = "This module provides some utility functions for applying regular expressions."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.6.0,<4.0.0"
 
 [[package]]
 name = "orjson"
-version = "3.6.5"
+version = "3.6.7"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 
 [[package]]
@@ -975,7 +969,7 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
 [[package]]
 name = "pbr"
-version = "5.8.0"
+version = "5.8.1"
 description = "Python Build Reasonableness"
 category = "dev"
 optional = false
@@ -1136,7 +1130,7 @@ rsa = ["cryptography"]
 
 [[package]]
 name = "pyparsing"
-version = "3.0.6"
+version = "3.0.7"
 description = "Python parsing module"
 category = "dev"
 optional = false
@@ -1273,7 +1267,7 @@ contextvars = {version = ">=2.1", markers = "python_version < \"3.7\""}
 
 [[package]]
 name = "sqlalchemy"
-version = "1.4.29"
+version = "1.4.31"
 description = "Database Abstraction Library"
 category = "main"
 optional = false
@@ -1306,7 +1300,7 @@ sqlcipher = ["sqlcipher3-binary"]
 
 [[package]]
 name = "starlette"
-version = "0.16.0"
+version = "0.17.1"
 description = "The little ASGI library that shines."
 category = "dev"
 optional = false
@@ -1318,7 +1312,7 @@ contextlib2 = {version = ">=21.6.0", markers = "python_version < \"3.7\""}
 typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-full = ["itsdangerous", "jinja2", "python-multipart", "pyyaml", "requests", "graphene"]
+full = ["itsdangerous", "jinja2", "python-multipart", "pyyaml", "requests"]
 
 [[package]]
 name = "stdlib-list"
@@ -1361,11 +1355,11 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "typed-ast"
-version = "1.4.3"
+version = "1.5.2"
 description = "a fork of Python 2 and 3 ast modules with type comment support"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "types-aiofiles"
@@ -1377,7 +1371,7 @@ python-versions = "*"
 
 [[package]]
 name = "types-cryptography"
-version = "3.3.14"
+version = "3.3.15"
 description = "Typing stubs for cryptography"
 category = "dev"
 optional = false
@@ -1405,7 +1399,7 @@ python-versions = "*"
 
 [[package]]
 name = "types-ipaddress"
-version = "1.0.7"
+version = "1.0.8"
 description = "Typing stubs for ipaddress"
 category = "dev"
 optional = false
@@ -1429,7 +1423,7 @@ python-versions = "*"
 
 [[package]]
 name = "types-pymysql"
-version = "1.0.11"
+version = "1.0.13"
 description = "Typing stubs for PyMySQL"
 category = "dev"
 optional = false
@@ -1437,7 +1431,7 @@ python-versions = "*"
 
 [[package]]
 name = "types-requests"
-version = "2.27.7"
+version = "2.27.11"
 description = "Typing stubs for requests"
 category = "dev"
 optional = false
@@ -1448,7 +1442,7 @@ types-urllib3 = "<1.27"
 
 [[package]]
 name = "types-toml"
-version = "0.10.3"
+version = "0.10.4"
 description = "Typing stubs for toml"
 category = "dev"
 optional = false
@@ -1464,7 +1458,7 @@ python-versions = "*"
 
 [[package]]
 name = "types-urllib3"
-version = "1.26.7"
+version = "1.26.9"
 description = "Typing stubs for urllib3"
 category = "dev"
 optional = false
@@ -1493,7 +1487,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.13.0"
+version = "20.13.2"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
@@ -1565,7 +1559,7 @@ sqlite = []
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.6.2"
-content-hash = "c13ac746ee85d4f2d04fce44b0218c3981a27c09c75d73a02b34db9e1a2f7ca4"
+content-hash = "575bb8d4579784ffd8d104085aa4582efe92661f1d9c8c76abd3fe259b9876da"
 
 [metadata.files]
 aiocontextvars = [
@@ -1637,8 +1631,29 @@ bandit = [
     {file = "bandit-1.7.1.tar.gz", hash = "sha256:a81b00b5436e6880fa8ad6799bc830e02032047713cbb143a12939ac67eb756c"},
 ]
 black = [
-    {file = "black-21.12b0-py3-none-any.whl", hash = "sha256:a615e69ae185e08fdd73e4715e260e2479c861b5740057fde6e8b4e3b7dd589f"},
-    {file = "black-21.12b0.tar.gz", hash = "sha256:77b80f693a569e2e527958459634f18df9b0ba2625ba4e0c2d5da5be42e6f2b3"},
+    {file = "black-22.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1297c63b9e1b96a3d0da2d85d11cd9bf8664251fd69ddac068b98dc4f34f73b6"},
+    {file = "black-22.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2ff96450d3ad9ea499fc4c60e425a1439c2120cbbc1ab959ff20f7c76ec7e866"},
+    {file = "black-22.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e21e1f1efa65a50e3960edd068b6ae6d64ad6235bd8bfea116a03b21836af71"},
+    {file = "black-22.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2f69158a7d120fd641d1fa9a921d898e20d52e44a74a6fbbcc570a62a6bc8ab"},
+    {file = "black-22.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:228b5ae2c8e3d6227e4bde5920d2fc66cc3400fde7bcc74f480cb07ef0b570d5"},
+    {file = "black-22.1.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:b1a5ed73ab4c482208d20434f700d514f66ffe2840f63a6252ecc43a9bc77e8a"},
+    {file = "black-22.1.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:35944b7100af4a985abfcaa860b06af15590deb1f392f06c8683b4381e8eeaf0"},
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-    {file = "types_urllib3-1.26.7-py3-none-any.whl", hash = "sha256:3adcf2cb5981809091dbff456e6999fe55f201652d8c360f99997de5ac2f556e"},
+    {file = "types-urllib3-1.26.9.tar.gz", hash = "sha256:abd2d4857837482b1834b4817f0587678dcc531dbc9abe4cde4da28cef3f522c"},
+    {file = "types_urllib3-1.26.9-py3-none-any.whl", hash = "sha256:4a54f6274ab1c80968115634a55fb9341a699492b95e32104a7c513db9fe02e9"},
 ]
 typing-extensions = [
     {file = "typing_extensions-3.10.0.2-py2-none-any.whl", hash = "sha256:d8226d10bc02a29bcc81df19a26e56a9647f8b0a6d4a83924139f4a8b01f17b7"},
@@ -2593,8 +2584,8 @@ urllib3 = [
     {file = "urllib3-1.26.8.tar.gz", hash = "sha256:0e7c33d9a63e7ddfcb86780aac87befc2fbddf46c58dbb487e0855f7ceec283c"},
 ]
 virtualenv = [
-    {file = "virtualenv-20.13.0-py2.py3-none-any.whl", hash = "sha256:339f16c4a86b44240ba7223d0f93a7887c3ca04b5f9c8129da7958447d079b09"},
-    {file = "virtualenv-20.13.0.tar.gz", hash = "sha256:d8458cf8d59d0ea495ad9b34c2599487f8a7772d796f9910858376d1600dd2dd"},
+    {file = "virtualenv-20.13.2-py2.py3-none-any.whl", hash = "sha256:e7b34c9474e6476ee208c43a4d9ac1510b041c68347eabfe9a9ea0c86aa0a46b"},
+    {file = "virtualenv-20.13.2.tar.gz", hash = "sha256:01f5f80744d24a3743ce61858123488e91cb2dd1d3bdf92adaf1bba39ffdedf0"},
 ]
 watchdog = [
     {file = "watchdog-2.1.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9693f35162dc6208d10b10ddf0458cc09ad70c30ba689d9206e02cd836ce28a3"},
diff --git a/pyproject.toml b/pyproject.toml
index f5443db41..f1e27e08d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,7 +3,7 @@ name = "ormar"
 
 [tool.poetry]
 name = "ormar"
-version = "0.10.24"
+version = "0.10.25"
 description = "A simple async ORM with fastapi in mind and pydantic validation."
 authors = ["Radosław Drążkiewicz <collerek@gmail.com>"]
 license = "MIT"
@@ -42,9 +42,9 @@ classifiers = [
 
 [tool.poetry.dependencies]
 python = "^3.6.2"
-databases = ">=0.3.2,!=0.5.0,!=0.5.1,!=0.5.2,!=0.5.3,<0.5.5"
+databases = ">=0.3.2,!=0.5.0,!=0.5.1,!=0.5.2,!=0.5.3,<=0.5.5"
 pydantic = ">=1.6.1,!=1.7,!=1.7.1,!=1.7.2,!=1.7.3,!=1.8,!=1.8.1,<=1.9.1"
-SQLAlchemy = ">=1.3.18,<=1.4.29"
+SQLAlchemy = ">=1.3.18,<=1.4.31"
 asyncpg = { version = ">=0.24,<0.26", optional = true }
 psycopg2-binary = { version = "^2.9.1", optional = true }
 aiomysql = { version = ">=0.0.21,<0.0.23", optional = true }
@@ -52,7 +52,7 @@ aiosqlite = { version = "^0.17.0", optional = true }
 cryptography = { version = ">=35,<37", optional = true }
 
 [tool.poetry.dependencies.orjson]
-version = "^3.6.4"
+version = ">=3.6.4"
 optional = true
 python = ">=3.7"
 
@@ -71,7 +71,6 @@ aiomysql = ">=0.0.21,<0.0.23"
 aiosqlite = "^0.17.0"
 aiopg = "^1.3.3"
 asyncpg = ">=0.24,<0.26"
-orjson = "*"
 
 # Sync database drivers for standard tooling around setup/teardown/migrations.
 psycopg2-binary = "^2.9.1"
@@ -83,7 +82,7 @@ pytest = "^6.2.5"
 pytest-cov = "^3.0.0"
 codecov = "^2.1.12"
 pytest-asyncio = "^0.16.0"
-fastapi = "^0.70.1"
+fastapi = ">=0.70.1,<0.75"
 flake8 = "^3.9.2"
 flake8-black = "^0.2.3"
 flake8-bugbear = "^22.1.11"
@@ -96,7 +95,7 @@ flake8-functions = "^0.0.6"
 flake8-expression-complexity = "^0.0.9"
 
 # types
-mypy = "^0.910"
+mypy = "^0.931"
 types-ujson = "^4.2.0"
 types-PyMySQL = "^1.0.6"
 types-ipaddress = "^1.0.1"
@@ -111,7 +110,7 @@ types-dataclasses = { version = "^0.6.1", markers = "python_version < '3.7'" }
 
 # Documantation
 mkdocs = "^1.2.3"
-mkdocs-material = "^8.1.2"
+mkdocs-material = ">=8.1.2,<8.3"
 mkdocs-material-extensions = "^1.0.3"
 pydoc-markdown = { version = "^4.5.0", markers = "python_version > '3.7'" }
 dataclasses = { version = ">=0.6.0,<0.8 || >0.8,<1.0.0" }
diff --git a/tests/test_queries/test_isnull_filter.py b/tests/test_queries/test_isnull_filter.py
index df37d7b49..4c368e1c1 100644
--- a/tests/test_queries/test_isnull_filter.py
+++ b/tests/test_queries/test_isnull_filter.py
@@ -34,6 +34,18 @@ class Meta(BaseMeta):
     year: int = ormar.Integer(nullable=True)
 
 
+class JsonModel(ormar.Model):
+    class Meta(ormar.ModelMeta):
+        metadata = metadata
+        database = database
+        tablename = "jsons"
+
+    id = ormar.Integer(primary_key=True)
+    text_field = ormar.Text(nullable=True)
+    json_field = ormar.JSON(nullable=True)
+    json_not_null = ormar.JSON()
+
+
 @pytest.fixture(autouse=True, scope="module")
 def create_test_database():
     engine = sqlalchemy.create_engine(DATABASE_URL)
@@ -83,3 +95,16 @@ async def test_is_null():
         assert len(tolkien.books) == 2
         assert tolkien.books[0].year == 1955
         assert tolkien.books[0].title == "The Lord of the Rings"
+
+
+@pytest.mark.asyncio
+async def test_isnull_json():
+    async with database:
+        author = await JsonModel.objects.create(json_not_null=None)
+        assert author.json_field is None
+        non_null_text_fields = await JsonModel.objects.all(text_field__isnull=False)
+        assert len(non_null_text_fields) == 0
+        non_null_json_fields = await JsonModel.objects.all(json_field__isnull=False)
+        assert len(non_null_json_fields) == 0
+        non_null_json_fields = await JsonModel.objects.all(json_not_null__isnull=False)
+        assert len(non_null_json_fields) == 1