diff --git a/src/connector/jdbc/src/main/java/com/taosdata/jdbc/utils/Utils.java b/src/connector/jdbc/src/main/java/com/taosdata/jdbc/utils/Utils.java
index efe3303bd950e49f40e55b61bbca2cddf807b14f..c91bacbfdc7435e35a6be7cc1f756381de968424 100644
--- a/src/connector/jdbc/src/main/java/com/taosdata/jdbc/utils/Utils.java
+++ b/src/connector/jdbc/src/main/java/com/taosdata/jdbc/utils/Utils.java
@@ -5,7 +5,6 @@ import com.google.common.collect.RangeSet;
 import com.google.common.collect.TreeRangeSet;
 import com.taosdata.jdbc.enums.TimestampPrecision;
 
-import java.nio.charset.Charset;
 import java.nio.charset.StandardCharsets;
 import java.sql.Date;
 import java.sql.Time;
@@ -110,15 +109,27 @@ public class Utils {
             return rawSql;
         // toLowerCase
         String preparedSql = rawSql.trim().toLowerCase();
-        String[] clause = new String[]{"values\\s*\\([\\s\\S]*?\\)", "tags\\s*\\([\\s\\S]*?\\)", "where[\\s\\S]*"};
+        String[] clause = new String[]{"tags\\s*\\([\\s\\S]*?\\)", "where[\\s\\S]*"};
         Map<Integer, Integer> placeholderPositions = new HashMap<>();
         RangeSet<Integer> clauseRangeSet = TreeRangeSet.create();
         findPlaceholderPosition(preparedSql, placeholderPositions);
+        // find tags and where clause's position
         findClauseRangeSet(preparedSql, clause, clauseRangeSet);
+        // find values clause's position
+        findValuesClauseRangeSet(preparedSql, clauseRangeSet);
 
         return transformSql(rawSql, parameters, placeholderPositions, clauseRangeSet);
     }
 
+    private static void findValuesClauseRangeSet(String preparedSql, RangeSet<Integer> clauseRangeSet) {
+        Matcher matcher = Pattern.compile("(values|,)\\s*(\\([^)]*\\))").matcher(preparedSql);
+        while (matcher.find()) {
+            int start = matcher.start(2);
+            int end = matcher.end(2);
+            clauseRangeSet.add(Range.closedOpen(start, end));
+        }
+    }
+
     private static void findClauseRangeSet(String preparedSql, String[] regexArr, RangeSet<Integer> clauseRangeSet) {
         clauseRangeSet.clear();
         for (String regex : regexArr) {
@@ -126,7 +137,7 @@ public class Utils {
             while (matcher.find()) {
                 int start = matcher.start();
                 int end = matcher.end();
-                clauseRangeSet.add(Range.closed(start, end));
+                clauseRangeSet.add(Range.closedOpen(start, end));
             }
         }
     }
diff --git a/src/connector/jdbc/src/test/java/com/taosdata/jdbc/utils/UtilsTest.java b/src/connector/jdbc/src/test/java/com/taosdata/jdbc/utils/UtilsTest.java
index ee83f6ceb2d412613129611e2a575a7ad4922db0..4b8ec61078e8dbb812940d62737c638dc9a49f41 100644
--- a/src/connector/jdbc/src/test/java/com/taosdata/jdbc/utils/UtilsTest.java
+++ b/src/connector/jdbc/src/test/java/com/taosdata/jdbc/utils/UtilsTest.java
@@ -3,6 +3,8 @@ package com.taosdata.jdbc.utils;
 import org.junit.Assert;
 import org.junit.Test;
 
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
 import java.util.stream.Stream;
 
 public class UtilsTest {
@@ -32,7 +34,7 @@ public class UtilsTest {
     }
 
     @Test
-    public void getNativeSqlReplaceQuestionMarks() {
+    public void lowerCase() {
         // given
         String nativeSql = "insert into ?.? (ts, temperature, humidity) using ?.? tags(?,?) values(now, ?, ?)";
         Object[] parameters = Stream.of("test", "t1", "test", "weather", "beijing", 1, 12.2, 4).toArray();
@@ -46,7 +48,7 @@ public class UtilsTest {
     }
 
     @Test
-    public void getNativeSqlReplaceQuestionMarks2() {
+    public void upperCase() {
         // given
         String nativeSql = "INSERT INTO ? (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (?)  VALUES (?,?,?,?)";
         Object[] parameters = Stream.of("d1", 1, 123, 3.14, 220, 4).toArray();
@@ -59,9 +61,49 @@ public class UtilsTest {
         Assert.assertEquals(expected, actual);
     }
 
+    @Test
+    public void multiValues() {
+        // given
+        String nativeSql = "INSERT INTO ? (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (?)  VALUES (?,?,?,?),(?,?,?,?)";
+        Object[] parameters = Stream.of("d1", 1, 100, 3.14, "abc", 4, 200, 3.1415, "xyz", 5).toArray();
+
+        // when
+        String actual = Utils.getNativeSql(nativeSql, parameters);
+
+        // then
+        String expected = "INSERT INTO d1 (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (1)  VALUES (100,3.14,'abc',4),(200,3.1415,'xyz',5)";
+        Assert.assertEquals(expected, actual);
+    }
+
+    @Test
+    public void lineTerminator() {
+        // given
+        String nativeSql = "INSERT INTO ? (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (?)  VALUES (?,?,\r\n?,?),(?,?,?,?)";
+        Object[] parameters = Stream.of("d1", 1, 100, 3.14, "abc", 4, 200, 3.1415, "xyz", 5).toArray();
+
+        // when
+        String actual = Utils.getNativeSql(nativeSql, parameters);
+
+        // then
+        String expected = "INSERT INTO d1 (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (1)  VALUES (100,3.14,\r\n'abc',4),(200,3.1415,'xyz',5)";
+        Assert.assertEquals(expected, actual);
+    }
+
+    @Test
+    public void lineTerminatorAndMultiValues() {
+        String nativeSql = "INSERT Into ? TAGS(?) VALUES(?,?,\r\n?,?),(?,? ,\r\n?,?) t? tags (?) Values (?,?,?\r\n,?),(?,?,?,?) t? Tags(?) values  (?,?,?,?) , (?,?,?,?)";
+        Object[] parameters = Stream.of("t1", "abc", 100, 1.1, "xxx", "xxx", 200, 2.2, "xxx", "xxx", 2, "bcd", 300, 3.3, "xxx", "xxx", 400, 4.4, "xxx", "xxx", 3, "cde", 500, 5.5, "xxx", "xxx", 600, 6.6, "xxx", "xxx").toArray();
+
+        // when
+        String actual = Utils.getNativeSql(nativeSql, parameters);
+
+        // then
+        String expected = "INSERT Into t1 TAGS('abc') VALUES(100,1.1,\r\n'xxx','xxx'),(200,2.2 ,\r\n'xxx','xxx') t2 tags ('bcd') Values (300,3.3,'xxx'\r\n,'xxx'),(400,4.4,'xxx','xxx') t3 Tags('cde') values  (500,5.5,'xxx','xxx') , (600,6.6,'xxx','xxx')";
+        Assert.assertEquals(expected, actual);
+    }
 
     @Test
-    public void getNativeSqlReplaceNothing() {
+    public void replaceNothing() {
         // given
         String nativeSql = "insert into test.t1 (ts, temperature, humidity) using test.weather tags('beijing',1) values(now, 12.2, 4)";
 
@@ -73,7 +115,7 @@ public class UtilsTest {
     }
 
     @Test
-    public void getNativeSqlReplaceNothing2() {
+    public void replaceNothing2() {
         // given
         String nativeSql = "insert into test.t1 (ts, temperature, humidity) using test.weather tags('beijing',1) values(now, 12.2, 4)";
         Object[] parameters = Stream.of("test", "t1", "test", "weather", "beijing", 1, 12.2, 4).toArray();
@@ -86,7 +128,7 @@ public class UtilsTest {
     }
 
     @Test
-    public void getNativeSqlReplaceNothing3() {
+    public void replaceNothing3() {
         // given
         String nativeSql = "insert into ?.? (ts, temperature, humidity) using ?.? tags(?,?) values(now, ?, ?)";