diff --git a/pkg/service/cast/analysis.go b/pkg/service/cast/analysis.go
index 984a1deb..7378f0ce 100644
--- a/pkg/service/cast/analysis.go
+++ b/pkg/service/cast/analysis.go
@@ -563,44 +563,64 @@ func ArtistMetricsSeries(ctx *gin.Context) {
 		subNum = infoResp.SubNum
 	}
 
-	subInfoResp, err1 := service.AccountFieeProvider.SubNumGetInfo(context.Background(), &accountFiee.SubNumGetInfoRequest{
-		SubNum: subNum,
-		Domain: "app",
-	})
+	var subInfoResp *accountFiee.UserInfoResponse
+	var subInfoErr error
+	var dataListResp *cast.ArtistDataListResp
+	var metricsResp *cast.ArtistMetricsSeriesResp
+	var dataListErr, metricsErr error
 
-	if err1 != nil {
-		err1 = errors.New("自媒体用户查询失败")
-		service.Error(ctx, err1)
+	wg := sync.WaitGroup{}
+	wg.Add(3)
+
+	// 并行调用 SubNumGetInfo、ArtistDataList、ArtistMetricsSeries
+	go func() {
+		defer wg.Done()
+		subInfoResp, subInfoErr = service.AccountFieeProvider.SubNumGetInfo(context.Background(), &accountFiee.SubNumGetInfoRequest{
+			SubNum: subNum,
+			Domain: "app",
+		})
+	}()
+
+	go func() {
+		defer wg.Done()
+		dataListResp, dataListErr = service.CastProvider.ArtistDataList(context.Background(), &cast.ArtistDataListReq{
+			SubNum:   subNum,
+			Page:     1,
+			PageSize: 1,
+		})
+	}()
+
+	go func() {
+		defer wg.Done()
+		metricsResp, metricsErr = service.CastProvider.ArtistMetricsSeries(context.Background(), req)
+	}()
+
+	wg.Wait()
+
+	if subInfoErr != nil {
+		service.Error(ctx, errors.New("自媒体用户查询失败"))
 		return
 	}
 	if subInfoResp == nil || subInfoResp.Id == 0 {
-		err1 = errors.New("自媒体用户不存在")
-		service.Error(ctx, err1)
+		service.Error(ctx, errors.New("自媒体用户不存在"))
 		return
 	}
 	req.ArtistUUID = fmt.Sprint(subInfoResp.Id)
-	newCtx := NewCtxWithUserInfo(ctx)
 
 	var accountConsumptionNumber int32
 	var videoCount int64
 	var imageCount int64
-	dataListResp, err := service.CastProvider.ArtistDataList(newCtx, &cast.ArtistDataListReq{
-		SubNum:   subNum,
-		Page:     1,
-		PageSize: 1,
-	})
-	if err == nil && dataListResp != nil && len(dataListResp.Data) > 0 && dataListResp.Data[0] != nil {
+	if dataListErr == nil && dataListResp != nil && len(dataListResp.Data) > 0 && dataListResp.Data[0] != nil {
 		accountConsumptionNumber = dataListResp.Data[0].AccountConsumptionNumber
 		videoCount = dataListResp.Data[0].VideoCount
 		imageCount = dataListResp.Data[0].ImageCount
 	}
 
-	resp, err := service.CastProvider.ArtistMetricsSeries(newCtx, req)
-	if err != nil {
-		err = errors.New("查询失败")
-		service.Error(ctx, err)
+	if metricsErr != nil {
+		service.Error(ctx, errors.New("查询失败"))
 		return
 	}
+	resp := metricsResp
 
 	raw, _ := json.Marshal(resp)
 	respMap := make(map[string]interface{})