diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4eb78bf7..af23a06c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,6 +11,7 @@ Inspired from [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 - Add support for train api functionality by @rawwar in ([#310](https://github.com/opensearch-project/opensearch-py-ml/pull/310))
 - Add support for Model Access Control - Register, Update, Search and Delete by @rawwar in ([#332](https://github.com/opensearch-project/opensearch-py-ml/pull/332))
 - Add support for model connectors by @rawwar in ([#345](https://github.com/opensearch-project/opensearch-py-ml/pull/345))
+- Add support for ML-commons stats API by @rawwar in ([#354](https://github.com/opensearch-project/opensearch-py-ml/pull/354))
 
 ### Changed
 - Modify ml-models.JenkinsFile so that it takes model format into account and can be triggered with generic webhook by @thanawan-atc in ([#211](https://github.com/opensearch-project/opensearch-py-ml/pull/211))