diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index b09fa184..c5c3d0cb 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,10 +4,12 @@ Changelog
 This document describes changes between each past release.
 
 
-3.3.0 (unreleased)
+3.3.0 (2021-03-24)
 ==================
 
-- Nothing changed yet.
+- Add support for Django 3.1
+- Improve detection of dynamically added formsets
+- Update configuration documentation
 
 
 3.2.0 (2020-12-10)
diff --git a/README.rst b/README.rst
index 0ccc4cc8..2afb4002 100644
--- a/README.rst
+++ b/README.rst
@@ -68,7 +68,7 @@ In your code:
 Releases
 ========
 
-Latest release is 3.2.0. It supports Python 3.6+ Django 2.2, 3.0 and 3.1
+Latest release is 3.3.0. It supports Python 3.6+ Django 2.2, 3.0 and 3.1
 
 Using TinyMCE 5.5.0.
 
diff --git a/setup.py b/setup.py
index 5a23ba5f..80dea53f 100755
--- a/setup.py
+++ b/setup.py
@@ -20,7 +20,7 @@ def read_file(filename):
 
 setup(
     name="django-tinymce",
-    version="3.3.0.dev0",
+    version="3.3.0",
     packages=find_packages(),
     include_package_data=True,
     author="Aljosa Mohorovic",