diff --git a/tox.ini b/tox.ini
index 2cb2b75a..6324cde9 100644
--- a/tox.ini
+++ b/tox.ini
@@ -5,7 +5,7 @@
 
 [tox]
 # deprecation warning: py{27,py2,34,35,36}
-envlist=py{27,34,35,36,37,38,39}{,-tf}{,-keras}, pypy{2,3}, perf, setup.py
+envlist=py{27,34,35,36,37,38,39}{,-tf}{,-keras}, py310, pypy{2,3}, perf, setup.py
 isolated_build=True
 
 [gh-actions]
@@ -16,6 +16,7 @@ python =
     3.7: py37-tf-keras
     3.8: py38-tf-keras, py38-tf
     3.9: py39-tf-keras
+    3.10: py310
     pypy-2.7: pypy2
     pypy-3.7: pypy3
 
@@ -24,9 +25,9 @@ deps=
     pytest
     pytest-cov
     pytest-timeout
-    py3{7,8,9}: pytest-asyncio
-    py3{6,7,8,9}: ipywidgets
-    py3{6,7,8,9}: git+https://github.com/casperdcl/nbval.git@named_cells#egg=nbval
+    py3{7,8,9,10}: pytest-asyncio
+    py3{6,7,8,9,10}: ipywidgets
+    py3{6,7,8,9,10}: git+https://github.com/casperdcl/nbval.git@named_cells#egg=nbval
     coverage
     coveralls
     codecov
@@ -46,10 +47,10 @@ deps=
     pandas
     py27-keras: keras<2.5
     !py27-keras: keras
-    py3{6,7,8,9}: rich
+    py3{6,7,8,9,10}: rich
     tf: tensorflow!=2.5.0
 commands=
-    py3{6,7,8,9}: pytest --cov=tqdm --cov-report= tests_notebook.ipynb --nbval --current-env -W=ignore --sanitize-with=setup.cfg
+    py3{6,7,8,9,10}: pytest --cov=tqdm --cov-report= tests_notebook.ipynb --nbval --current-env -W=ignore --sanitize-with=setup.cfg
     pytest --cov=tqdm --cov-report=xml --cov-report=term --cov-append -k "not perf"
     {[core]commands}
 allowlist_externals=codacy