diff --git a/agent/app/service/app_utils.go b/agent/app/service/app_utils.go
index 905afc190e72..b5b3f5ad8dce 100644
--- a/agent/app/service/app_utils.go
+++ b/agent/app/service/app_utils.go
@@ -765,33 +765,6 @@ func upgradeInstall(req request.AppInstallUpgrade) error {
 			install.Env = string(paramByte)
 			content = setVllmImageInEnvContent(content, image)
 		}
-		if req.PullImage {
-			composeContent := []byte(detail.DockerCompose)
-			if install.App.Key == vllmAppKeyForUpgrade {
-				composeContent = []byte(install.DockerCompose)
-			}
-			if req.DockerCompose != "" {
-				composeContent = []byte(req.DockerCompose)
-			}
-			images, err := docker.GetImagesFromDockerCompose(content, composeContent)
-			if err != nil {
-				return err
-			}
-			dockerCLi, err := docker.NewClient()
-			if err != nil {
-				return err
-			}
-			defer dockerCLi.Close()
-			for _, image := range images {
-				t.Log(i18n.GetWithName("PullImageStart", image))
-				if err = dockerCLi.PullImageWithProcess(t, image); err != nil {
-					err = buserr.WithNameAndErr("ErrDockerPullImage", "", err)
-					return err
-				}
-				t.LogSuccess(i18n.GetMsgByKey("PullImage"))
-			}
-		}
-
 		_ = copyAppDetailMissing(fileOp, detailDir, install.GetPath())
 		if install.App.Key == constant.AppOpenresty {
 			installBuildDir := path.Join(install.GetPath(), "build")
@@ -847,6 +820,29 @@ func upgradeInstall(req request.AppInstallUpgrade) error {
 		install.Version = detail.Version
 		install.AppDetailId = req.DetailID
 
+		if req.PullImage {
+			images, err := docker.GetImagesFromDockerCompose(content, []byte(install.DockerCompose))
+			if err != nil {
+				return err
+			}
+			dockerCLi, err := docker.NewClient()
+			if err != nil {
+				return err
+			}
+			defer dockerCLi.Close()
+			for _, image := range images {
+				t.Log(i18n.GetWithName("PullImageStart", image))
+				if err = dockerCLi.PullImageWithProcess(t, image); err != nil {
+					return buserr.WithNameAndErr("ErrDockerPullImage", "", err)
+				}
+				exist, err := dockerCLi.ImageExists(image)
+				if err != nil || !exist {
+					return buserr.WithNameAndErr("ErrDockerPullImage", "", fmt.Errorf("image %s does not exist after pull: %v", image, err))
+				}
+				t.LogSuccess(i18n.GetMsgByKey("PullImage"))
+			}
+		}
+
 		if out, err := compose.Down(install.GetComposePath()); err != nil {
 			if out != "" {
 				upErr = errors.New(out)
diff --git a/agent/utils/docker/docker.go b/agent/utils/docker/docker.go
index 6047084ad391..7647f8633893 100644
--- a/agent/utils/docker/docker.go
+++ b/agent/utils/docker/docker.go
@@ -199,20 +199,33 @@ func (c Client) PullImageWithProcessAndOptions(task *task.Task, imageName string
 		return err
 	}
 	defer out.Close()
+	return handlePullImageProcess(out, task)
+}
+
+func handlePullImageProcess(out io.Reader, task *task.Task) error {
 	decoder := json.NewDecoder(out)
 	for {
 		var progress map[string]interface{}
-		if err = decoder.Decode(&progress); err != nil {
+		if err := decoder.Decode(&progress); err != nil {
 			if err == io.EOF {
 				break
 			}
 			return err
 		}
+		if msg, ok := progress["errorDetail"]; ok {
+			return fmt.Errorf("image pull failed, err: %v", msg)
+		}
+		if msg, ok := progress["error"]; ok {
+			return fmt.Errorf("image pull failed, err: %v", msg)
+		}
+		if task == nil {
+			continue
+		}
 		status, _ := progress["status"].(string)
-		if status == "Downloading" || status == "Extracting" {
+		switch status {
+		case "Downloading", "Extracting":
 			logProcess(progress, task)
-		}
-		if status == "Pull complete" || status == "Download complete" {
+		case "Pull complete", "Download complete", "Already exists", "Verifying Checksum":
 			id, _ := progress["id"].(string)
 			progressStr := fmt.Sprintf("%s %s", status, id)
 			_ = setLog(id, progressStr, task)