diff --git a/model/user.go b/model/user.go
index cee4b023..1b2ec7e6 100644
--- a/model/user.go
+++ b/model/user.go
@@ -309,7 +309,8 @@ func GetRootUserEmail() (email string) {
 
 func UpdateUserUsedQuotaAndRequestCount(id int, quota int) {
 	if common.BatchUpdateEnabled {
-		addNewRecord(BatchUpdateTypeUsedQuotaAndRequestCount, id, quota)
+		addNewRecord(BatchUpdateTypeUsedQuota, id, quota)
+		addNewRecord(BatchUpdateTypeRequestCount, id, 1)
 		return
 	}
 	updateUserUsedQuotaAndRequestCount(id, quota, 1)
@@ -327,6 +328,24 @@ func updateUserUsedQuotaAndRequestCount(id int, quota int, count int) {
 	}
 }
 
+func updateUserUsedQuota(id int, quota int) {
+	err := DB.Model(&User{}).Where("id = ?", id).Updates(
+		map[string]interface{}{
+			"used_quota": gorm.Expr("used_quota + ?", quota),
+		},
+	).Error
+	if err != nil {
+		common.SysError("failed to update user used quota: " + err.Error())
+	}
+}
+
+func updateUserRequestCount(id int, count int) {
+	err := DB.Model(&User{}).Where("id = ?", id).Update("request_count", gorm.Expr("request_count + ?", count)).Error
+	if err != nil {
+		common.SysError("failed to update user request count: " + err.Error())
+	}
+}
+
 func GetUsernameById(id int) (username string) {
 	DB.Model(&User{}).Where("id = ?", id).Select("username").Find(&username)
 	return username
diff --git a/model/utils.go b/model/utils.go
index 61734332..1c28340b 100644
--- a/model/utils.go
+++ b/model/utils.go
@@ -6,13 +6,13 @@ import (
 	"time"
 )
 
-const BatchUpdateTypeCount = 4 // if you add a new type, you need to add a new map and a new lock
-
 const (
 	BatchUpdateTypeUserQuota = iota
 	BatchUpdateTypeTokenQuota
-	BatchUpdateTypeUsedQuotaAndRequestCount
+	BatchUpdateTypeUsedQuota
 	BatchUpdateTypeChannelUsedQuota
+	BatchUpdateTypeRequestCount
+	BatchUpdateTypeCount // if you add a new type, you need to add a new map and a new lock
 )
 
 var batchUpdateStores []map[int]int
@@ -51,7 +51,7 @@ func batchUpdate() {
 		store := batchUpdateStores[i]
 		batchUpdateStores[i] = make(map[int]int)
 		batchUpdateLocks[i].Unlock()
-
+		// TODO: maybe we can combine updates with same key?
 		for key, value := range store {
 			switch i {
 			case BatchUpdateTypeUserQuota:
@@ -64,8 +64,10 @@ func batchUpdate() {
 				if err != nil {
 					common.SysError("failed to batch update token quota: " + err.Error())
 				}
-			case BatchUpdateTypeUsedQuotaAndRequestCount:
-				updateUserUsedQuotaAndRequestCount(key, value, 1) // TODO: count is incorrect
+			case BatchUpdateTypeUsedQuota:
+				updateUserUsedQuota(key, value)
+			case BatchUpdateTypeRequestCount:
+				updateUserRequestCount(key, value)
 			case BatchUpdateTypeChannelUsedQuota:
 				updateChannelUsedQuota(key, value)
 			}