diff --git a/.github/workflows/tox_run.yml b/.github/workflows/tox_run.yml
index 06efc5b1..cb2549f5 100644
--- a/.github/workflows/tox_run.yml
+++ b/.github/workflows/tox_run.yml
@@ -17,9 +17,9 @@ jobs:
     runs-on: ubuntu-latest
 
     strategy:
-      max-parallel: 4
+      max-parallel: 5
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9]
+        python-version: [3.6, 3.7, 3.8, 3.9, "3.10"]
       fail-fast: false
 
     steps:
diff --git a/README.md b/README.md
index 882e58f2..5cfa84cd 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@
     <img src="https://img.shields.io/pypi/v/hydra-zen.svg" alt="PyPI" />
   </a>
   <a>
-    <img src="https://img.shields.io/badge/python-3.6%20&#8208;%203.9-blue.svg" alt="Python version support" />
+    <img src="https://img.shields.io/badge/python-3.6%20&#8208;%203.10-blue.svg" alt="Python version support" />
   </a>
   <a href="https://github.com/mit-ll-responsible-ai/hydra-zen/actions?query=workflow%3ATests+branch%3Amain">
     <img src="https://github.com/mit-ll-responsible-ai/hydra-zen/workflows/Tests/badge.svg" alt="GitHub Actions" />
diff --git a/setup.cfg b/setup.cfg
index 02fe5625..f89ff04a 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -23,7 +23,7 @@ omit = src/hydra_zen/_version.py
 
 
 [tox:tox]
-envlist = py36, py37, py38, py39, ml-env
+envlist = py36, py37, py38, py39, py310, ml-env
 
 [gh-actions]
 python =
@@ -31,6 +31,7 @@ python =
   3.7: py37
   3.8: py38
   3.9: py38
+  3.10: py310
 
 
 [testenv]
diff --git a/setup.py b/setup.py
index f0608869..e6d10aa9 100644
--- a/setup.py
+++ b/setup.py
@@ -19,6 +19,7 @@
     "Programming Language :: Python :: 3.7",
     "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
     "Topic :: Scientific/Engineering",
 ]
 KEYWORDS = (