diff --git a/docs/python-2-3-compatibility.md b/docs/python-2-3-compatibility.md
index f5176cfcc1..85f2947ed3 100644
--- a/docs/python-2-3-compatibility.md
+++ b/docs/python-2-3-compatibility.md
@@ -10,6 +10,9 @@ following Python versions are currently supported:
 - Python 3.6.x
 - Python 3.7.x
 - Python 3.8.x (requires EasyBuild v4.1.0)
+- Python 3.9.x (requires EasyBuild v4.3.1)
+- Python 3.10.x (requires EasyBuild v4.5.2)
+- Python 3.11.x (requires EasyBuild v4.5.2)
 
 ## Determining which Python version EasyBuild is using via `$EB_VERBOSE` {: #py2_py3_compatibility_EB_VERBOSE }