diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 7872f978ae1..65a36e76dfa 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -27,6 +27,8 @@ jobs:
           "windows-py37",
           "windows-py37-pluggy",
           "windows-py38",
+          "windows-py39",
+          "windows-py310",
 
           "ubuntu-py36",
           "ubuntu-py37",
@@ -34,6 +36,7 @@ jobs:
           "ubuntu-py37-freeze",
           "ubuntu-py38",
           "ubuntu-py39",
+          "ubuntu-py310",
           "ubuntu-pypy3",
 
           "macos-py37",
@@ -62,6 +65,14 @@ jobs:
             os: windows-latest
             tox_env: "py38-unittestextras"
             use_coverage: true
+          - name: "windows-py39"
+            python: "3.9"
+            os: windows-latest
+            tox_env: "py39-xdist"
+          - name: "windows-py10"
+            python: "3.10"
+            os: windows-latest
+            tox_env: "py310-xdist"
 
           - name: "ubuntu-py36"
             python: "3.6"
@@ -88,6 +99,10 @@ jobs:
             python: "3.9"
             os: ubuntu-latest
             tox_env: "py39-xdist"
+          - name: "ubuntu-py310"
+            python: "3.10"
+            os: ubuntu-latest
+            tox_env: "py310-xdist"
           - name: "ubuntu-pypy3"
             python: "pypy-3.7"
             os: ubuntu-latest
diff --git a/tox.ini b/tox.ini
index da5a634de8b..b64608adcf9 100644
--- a/tox.ini
+++ b/tox.ini
@@ -8,6 +8,7 @@ envlist =
     py37
     py38
     py39
+    py310
     pypy3
     py37-{pexpect,xdist,unittestextras,numpy,pluggymain}
     doctesting