diff --git a/.github/workflows/be-ut-clang.yml b/.github/workflows/be-ut-clang.yml
index d6361f98fb..5903b9987f 100644
--- a/.github/workflows/be-ut-clang.yml
+++ b/.github/workflows/be-ut-clang.yml
@@ -75,8 +75,14 @@ jobs:
           sudo dpkg-reconfigure --frontend noninteractive tzdata
 
           pushd thirdparty
-          curl -L https://github.com/apache/doris-thirdparty/releases/download/automation/doris-thirdparty-prebuilt-linux-x86_64.tar.xz \
-            -o doris-thirdparty-prebuilt-linux-x86_64.tar.xz
+          branch="${{ github.base_ref }}"
+          if [[ -z "${branch}" ]] || [[ "${branch}" == 'master' ]]; then
+            curl -L https://github.com/apache/doris-thirdparty/releases/download/automation/doris-thirdparty-prebuilt-linux-x86_64.tar.xz \
+              -o doris-thirdparty-prebuilt-linux-x86_64.tar.xz
+          else
+            curl -L "https://github.com/apache/doris-thirdparty/releases/download/automation-${branch/branch-/}/doris-thirdparty-prebuilt-linux-x86_64.tar.xz" \
+              -o doris-thirdparty-prebuilt-linux-x86_64.tar.xz
+          fi
           tar -xvf doris-thirdparty-prebuilt-linux-x86_64.tar.xz
           popd
 
diff --git a/.github/workflows/be-ut-mac.yml b/.github/workflows/be-ut-mac.yml
index e0e939f633..3307ec11b8 100644
--- a/.github/workflows/be-ut-mac.yml
+++ b/.github/workflows/be-ut-mac.yml
@@ -83,8 +83,14 @@ jobs:
           brew install "${cellars[@]}"
 
           pushd thirdparty
-          curl -L https://github.com/apache/doris-thirdparty/releases/download/automation/doris-thirdparty-prebuilt-darwin-x86_64.tar.xz \
-            -o doris-thirdparty-prebuilt-darwin-x86_64.tar.xz
+          branch="${{ github.base_ref }}"
+          if [[ -z "${branch}" ]] || [[ "${branch}" == 'master' ]]; then
+            curl -L https://github.com/apache/doris-thirdparty/releases/download/automation/doris-thirdparty-prebuilt-darwin-x86_64.tar.xz \
+              -o doris-thirdparty-prebuilt-darwin-x86_64.tar.xz
+          else
+            curl -L "https://github.com/apache/doris-thirdparty/releases/download/automation-${branch/branch-/}/doris-thirdparty-prebuilt-darwin-x86_64.tar.xz" \
+              -o doris-thirdparty-prebuilt-darwin-x86_64.tar.xz
+          fi
           tar -xvf doris-thirdparty-prebuilt-darwin-x86_64.tar.xz
           popd