diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index e0c1b617f3f0..c933f0d652ae 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -236,7 +236,7 @@ python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.51.1
+ray==2.52.0
 redis==5.3.1
 referencing==0.37.0
 regex==2025.10.23