diff --git a/.github/scripts/deploy-greptimedb.sh b/.github/scripts/deploy-greptimedb.sh
index fca21993b4..10831f8625 100755
--- a/.github/scripts/deploy-greptimedb.sh
+++ b/.github/scripts/deploy-greptimedb.sh
@@ -7,6 +7,8 @@ KUBERNETES_VERSION="${KUBERNETES_VERSION:-v1.32.0}"
 ENABLE_STANDALONE_MODE="${ENABLE_STANDALONE_MODE:-true}"
 DEFAULT_INSTALL_NAMESPACE=${DEFAULT_INSTALL_NAMESPACE:-default}
 GREPTIMEDB_IMAGE_TAG=${GREPTIMEDB_IMAGE_TAG:-latest}
+GREPTIMEDB_OPERATOR_IMAGE_TAG=${GREPTIMEDB_OPERATOR_IMAGE_TAG:-v0.5.1}
+GREPTIMEDB_INITIALIZER_IMAGE_TAG="${GREPTIMEDB_OPERATOR_IMAGE_TAG}"
 GREPTIME_CHART="https://greptimeteam.github.io/helm-charts/"
 ETCD_CHART="oci://registry-1.docker.io/bitnamicharts/etcd"
 ETCD_CHART_VERSION="${ETCD_CHART_VERSION:-12.0.8}"
@@ -58,7 +60,7 @@ function deploy_greptimedb_operator() {
   # Use the latest chart and image.
   helm upgrade --install greptimedb-operator greptime/greptimedb-operator \
     --create-namespace \
-    --set image.tag=latest \
+    --set image.tag="$GREPTIMEDB_OPERATOR_IMAGE_TAG" \
     -n "$DEFAULT_INSTALL_NAMESPACE"
 
   # Wait for greptimedb-operator to be ready.
@@ -78,6 +80,7 @@ function deploy_greptimedb_cluster() {
   helm upgrade --install "$cluster_name" greptime/greptimedb-cluster \
     --create-namespace \
     --set image.tag="$GREPTIMEDB_IMAGE_TAG" \
+    --set initializer.tag="$GREPTIMEDB_INITIALIZER_IMAGE_TAG" \
     --set meta.backendStorage.etcd.endpoints="etcd.$install_namespace:2379" \
     --set meta.backendStorage.etcd.storeKeyPrefix="$cluster_name" \
     -n "$install_namespace"
@@ -115,6 +118,7 @@ function deploy_greptimedb_cluster_with_s3_storage() {
   helm upgrade --install "$cluster_name" greptime/greptimedb-cluster -n "$install_namespace" \
     --create-namespace \
     --set image.tag="$GREPTIMEDB_IMAGE_TAG" \
+    --set initializer.tag="$GREPTIMEDB_INITIALIZER_IMAGE_TAG" \
     --set meta.backendStorage.etcd.endpoints="etcd.$install_namespace:2379" \
     --set meta.backendStorage.etcd.storeKeyPrefix="$cluster_name" \
     --set objectStorage.s3.bucket="$AWS_CI_TEST_BUCKET" \