diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5631d4d0..58e31d81 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1039,7 +1039,7 @@ jobs:
         if: ${{ needs.publication-preflight.outputs.write_mode == 'publish' }}
         uses: softprops/action-gh-release@3d0d9888cb7fd7b750713d6e236d1fcb99157228 # v3.0.2
         with:
-          name: GPT-Load ${{ github.ref_name }}
+          name: ${{ github.ref_name }}
           target_commitish: ${{ github.sha }}
           draft: true
           prerelease: ${{ needs.validate-tag.outputs.prerelease }}
diff --git a/internal/webui/workflow_test.go b/internal/webui/workflow_test.go
index 5fa618a2..7c918528 100644
--- a/internal/webui/workflow_test.go
+++ b/internal/webui/workflow_test.go
@@ -1303,6 +1303,13 @@ func TestReleaseWorkflowKeepsReleaseNotesConciseAndWarnsAboutDataIncompatibility
 	releaseJob := workflowJobBlock(t, content, "publish-github")
 	draftStep := workflowStepBlock(t, releaseJob, "Create or update GitHub Release draft")
 
+	if !strings.Contains(draftStep, "name: ${{ github.ref_name }}") {
+		t.Fatalf("release draft title must be the tag version only:\n%s", draftStep)
+	}
+	if strings.Contains(draftStep, "name: GPT-Load ${{ github.ref_name }}") {
+		t.Fatalf("release draft title must not include the product prefix:\n%s", draftStep)
+	}
+
 	// generate_release_notes 已经从 commit 历史生成"本次变更"部分，手写 body
 	// 只需要保留一次性读不到就可能造成数据损坏的警告，其余标准运维信息
 	// （备份、tag 语义、usage 是 estimate 等）都是跨版本不变的事实，交给 README