diff --git a/models/user_business_analysis.go b/models/user_business_analysis.go
index f30631ae1..c8bd85bfb 100644
--- a/models/user_business_analysis.go
+++ b/models/user_business_analysis.go
@@ -3,6 +3,7 @@ package models
 import (
 	"encoding/json"
 	"fmt"
+	"sort"
 	"time"
 
 	"code.gitea.io/gitea/modules/log"
@@ -82,6 +83,14 @@ type UserBusinessAnalysisQueryOptions struct {
 	EndTime   int64
 }
 
+type UserBusinessAnalysisList []*UserBusinessAnalysis
+
+func (ulist UserBusinessAnalysisList) Swap(i, j int) { ulist[i], ulist[j] = ulist[j], ulist[i] }
+func (ulist UserBusinessAnalysisList) Len() int      { return len(ulist) }
+func (ulist UserBusinessAnalysisList) Less(i, j int) bool {
+	return ulist[i].CommitCount > ulist[j].CommitCount
+}
+
 func QueryUserStaticData(startTime int64, endTime int64) []*UserBusinessAnalysis {
 	log.Info("query startTime =" + fmt.Sprint(startTime) + " endTime=" + fmt.Sprint(endTime))
 	statictisSess := xStatistic.NewSession()
@@ -115,12 +124,11 @@ func QueryUserStaticData(startTime int64, endTime int64) []*UserBusinessAnalysis
 		}
 	}
 
-	userBusinessAnalysisReturnList := make([]*UserBusinessAnalysis, len(resultMap))
-	index := 0
+	userBusinessAnalysisReturnList := UserBusinessAnalysisList{}
 	for _, v := range resultMap {
-		userBusinessAnalysisReturnList[index] = v
-		index += 1
+		userBusinessAnalysisReturnList = append(userBusinessAnalysisReturnList, v)
 	}
+	sort.Sort(userBusinessAnalysisReturnList)
 	log.Info("return size=" + fmt.Sprint(len(userBusinessAnalysisReturnList)))
 	return userBusinessAnalysisReturnList
 }
@@ -218,12 +226,11 @@ func QueryUserStaticDataPage(opts *UserBusinessAnalysisQueryOptions) ([]*UserBus
 		}
 	}
 
-	userBusinessAnalysisReturnList := make([]*UserBusinessAnalysis, len(resultMap))
-	index := 0
+	userBusinessAnalysisReturnList := UserBusinessAnalysisList{}
 	for _, v := range resultMap {
-		userBusinessAnalysisReturnList[index] = v
-		index += 1
+		userBusinessAnalysisReturnList = append(userBusinessAnalysisReturnList, v)
 	}
+	sort.Sort(userBusinessAnalysisReturnList)
 	log.Info("return size=" + fmt.Sprint(len(userBusinessAnalysisReturnList)))
 	return userBusinessAnalysisReturnList, count
 }