diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 79ef622ad..3303014e6 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -3,18 +3,27 @@ Release notes
 
 
 
-Version v30.3.2
+Version v31.0.0
 ----------------
 
+- We added a new Vulntotal command line tool that can compare the vulnerabilities
+  between multiple vulnerability databases.
+
+- We refactored how we handle CVSS scores. We are no longer storing a CVSS
+  score separately from a CVSS vector. Instead the vector is stored in the
+  scoring_elements field.
+
 - We re-enabled support for the PostgreSQL securities advisories importer.
+
 - We fixed the API key request form UI and made it consistent with rest of UI.
-- We made bulk search faster by pre-computing 
-  `package_url` and `plain_package_url` in Package model. 
-  And provided two options in package bulk search 
-  ``purl_only`` option to get only vulnerable 
-  purls without any extra details, ``plain_purl`` option 
-  to filter purls without qualifiers and 
-  subpath and also return them without qualifiers and subpath.
+
+- We made bulk search faster by pre-computing `package_url` and
+  `plain_package_url` in Package model.  And provided two options in package
+  bulk search  ``purl_only`` option to get only vulnerable purls without any
+  extra details, ``plain_purl`` option to filter purls without qualifiers and 
+  subpath and also return them without qualifiers and subpath. The names used
+  are provisional and may be updated in a future release.
+
 
 Version v30.3.1
 ----------------
diff --git a/setup.cfg b/setup.cfg
index a9be06b84..a62d4c25e 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,6 +1,6 @@
 [metadata]
 name = vulnerablecode
-version = 30.3.1
+version = 31.0.0
 license = Apache-2.0 AND CC-BY-SA-4.0
 
 # description must be on ONE line https://github.com/pypa/setuptools/issues/1390
diff --git a/vulnerablecode/__init__.py b/vulnerablecode/__init__.py
index b45be9eb1..8f715f5c8 100644
--- a/vulnerablecode/__init__.py
+++ b/vulnerablecode/__init__.py
@@ -12,7 +12,7 @@
 import warnings
 from pathlib import Path
 
-__version__ = "30.3.1"
+__version__ = "31.0.0"
 
 
 def command_line():