diff --git a/common/src/main/java/com/tencent/supersonic/common/util/jsqlparser/SqlReplaceHelper.java b/common/src/main/java/com/tencent/supersonic/common/util/jsqlparser/SqlReplaceHelper.java
index 3098daa8a..321fbb065 100644
--- a/common/src/main/java/com/tencent/supersonic/common/util/jsqlparser/SqlReplaceHelper.java
+++ b/common/src/main/java/com/tencent/supersonic/common/util/jsqlparser/SqlReplaceHelper.java
@@ -3,6 +3,7 @@ package com.tencent.supersonic.common.util.jsqlparser;
 import com.tencent.supersonic.common.pojo.enums.AggOperatorEnum;
 import com.tencent.supersonic.common.util.StringUtil;
 import java.util.ArrayList;
+import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
@@ -13,6 +14,7 @@ import net.sf.jsqlparser.JSQLParserException;
 import net.sf.jsqlparser.expression.Alias;
 import net.sf.jsqlparser.expression.Expression;
 import net.sf.jsqlparser.expression.Function;
+import net.sf.jsqlparser.expression.LongValue;
 import net.sf.jsqlparser.expression.operators.conditional.AndExpression;
 import net.sf.jsqlparser.expression.operators.conditional.OrExpression;
 import net.sf.jsqlparser.expression.operators.relational.ComparisonOperator;
@@ -515,6 +517,50 @@ public class SqlReplaceHelper {
         }
     }
 
+    private static Select replaceAggAliasOrderItem(Select selectStatement) {
+        if (selectStatement instanceof PlainSelect) {
+            PlainSelect plainSelect = (PlainSelect) selectStatement;
+            if (Objects.nonNull(plainSelect.getOrderByElements())) {
+                Map<String, String> selectNames = new HashMap<>();
+                for (int i = 0; i < plainSelect.getSelectItems().size(); i++) {
+                    SelectItem<?> f = plainSelect.getSelectItem(i);
+                    if (Objects.nonNull(f.getAlias()) && f.getExpression() instanceof Function) {
+                        Function function = (Function) f.getExpression();
+                        String alias = f.getAlias().getName();
+                        if (function.getParameters().size() == 1 && function.getParameters().get(0) instanceof Column) {
+                            Column column = (Column) function.getParameters().get(0);
+                            if (column.getColumnName().equalsIgnoreCase(alias)) {
+                                selectNames.put(alias, String.valueOf(i + 1));
+                            }
+                        }
+                    }
+                }
+                plainSelect.getOrderByElements().stream().forEach(o -> {
+                    if (o.getExpression() instanceof Function) {
+                        Function function = (Function) o.getExpression();
+                        if (function.getParameters().size() == 1 && function.getParameters().get(0) instanceof Column) {
+                            Column column = (Column) function.getParameters().get(0);
+                            if (selectNames.containsKey(column.getColumnName())) {
+                                o.setExpression(new LongValue(selectNames.get(column.getColumnName())));
+                            }
+                        }
+                    }
+                });
+            }
+            if (plainSelect.getFromItem() instanceof ParenthesedSelect) {
+                ParenthesedSelect parenthesedSelect = (ParenthesedSelect) plainSelect.getFromItem();
+                parenthesedSelect.setSelect(replaceAggAliasOrderItem(parenthesedSelect.getSelect()));
+            }
+            return selectStatement;
+        }
+        return selectStatement;
+    }
+
+    public static String replaceAggAliasOrderItem(String sql) {
+        Select selectStatement = replaceAggAliasOrderItem(SqlSelectHelper.getSelect(sql));
+        return selectStatement.toString();
+    }
+
     public static String replaceExpression(String expr, Map<String, String> replace) {
         Expression expression = QueryExpressionReplaceVisitor.getExpression(expr);
         if (Objects.nonNull(expression)) {
diff --git a/common/src/test/java/com/tencent/supersonic/common/util/jsqlparser/SqlReplaceHelperTest.java b/common/src/test/java/com/tencent/supersonic/common/util/jsqlparser/SqlReplaceHelperTest.java
index 607c584dd..34ef32590 100644
--- a/common/src/test/java/com/tencent/supersonic/common/util/jsqlparser/SqlReplaceHelperTest.java
+++ b/common/src/test/java/com/tencent/supersonic/common/util/jsqlparser/SqlReplaceHelperTest.java
@@ -1,15 +1,14 @@
 package com.tencent.supersonic.common.util.jsqlparser;
 
 import com.tencent.supersonic.common.pojo.enums.AggOperatorEnum;
-import org.apache.commons.lang3.tuple.Pair;
-import org.junit.Assert;
-import org.junit.jupiter.api.Test;
-
 import java.util.Collections;
 import java.util.HashMap;
 import java.util.HashSet;
 import java.util.Map;
 import java.util.Set;
+import org.apache.commons.lang3.tuple.Pair;
+import org.junit.Assert;
+import org.junit.jupiter.api.Test;
 
 /**
  * SqlParserReplaceHelperTest
@@ -479,6 +478,17 @@ class SqlReplaceHelperTest {
 
     }
 
+    @Test
+    void testReplaceAggAliasOrderItem() {
+        String sql = "SELECT SUM(访问次数) AS top10总播放量 FROM (SELECT 部门, SUM(访问次数) AS 访问次数 FROM 超音数  "
+                + "GROUP BY 部门 ORDER BY SUM(访问次数) DESC LIMIT 10) AS top10";
+        String replaceSql = SqlReplaceHelper.replaceAggAliasOrderItem(sql);
+        Assert.assertEquals(
+                "SELECT SUM(访问次数) AS top10总播放量 FROM (SELECT 部门, SUM(访问次数) AS 访问次数 FROM 超音数 "
+                        + "GROUP BY 部门 ORDER BY 2 DESC LIMIT 10) AS top10",
+                replaceSql);
+    }
+
     private Map<String, String> initParams() {
         Map<String, String> fieldToBizName = new HashMap<>();
         fieldToBizName.put("部门", "department");
diff --git a/headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/QueryReqConverter.java b/headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/QueryReqConverter.java
index ed551604c..5b801213c 100644
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/QueryReqConverter.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/QueryReqConverter.java
@@ -73,6 +73,10 @@ public class QueryReqConverter {
         if (StringUtils.isEmpty(tableName)) {
             return new QueryStatement();
         }
+        // correct order item is same as agg alias
+        String reqSql = querySQLReq.getSql();
+        querySQLReq.setSql(SqlReplaceHelper.replaceAggAliasOrderItem(querySQLReq.getSql()));
+        log.info("replaceOrderAggSameAlias {} -> {}", reqSql, querySQLReq.getSql());
         //4.build MetricTables
         List<String> allFields = SqlSelectHelper.getAllFields(querySQLReq.getSql());
         List<MetricSchemaResp> metricSchemas = getMetrics(semanticSchemaResp, allFields);