diff --git a/mybatis-flex-core/src/main/java/com/mybatisflex/core/provider/RowSqlProvider.java b/mybatis-flex-core/src/main/java/com/mybatisflex/core/provider/RowSqlProvider.java
index 57c3dbef..f0fcec31 100644
--- a/mybatis-flex-core/src/main/java/com/mybatisflex/core/provider/RowSqlProvider.java
+++ b/mybatis-flex-core/src/main/java/com/mybatisflex/core/provider/RowSqlProvider.java
@@ -70,7 +70,7 @@ public class RowSqlProvider {
 
         // 先生成 SQL，再设置参数
         String sql = DialectFactory.getDialect().forInsertRow(schema, tableName, row);
-        ProviderUtil.setSqlArgs(params, RowCPI.obtainInsertValues(row));
+        ProviderUtil.setSqlArgs(params, row.obtainInsertValues(null));
         return sql;
     }
 
@@ -99,7 +99,7 @@ public class RowSqlProvider {
 
         Object[] values = new Object[]{};
         for (Row row : rows) {
-            values = ArrayUtil.concat(values, RowCPI.obtainInsertValues(row));
+            values = ArrayUtil.concat(values, row.obtainInsertValues(modifyAttrs));
         }
         ProviderUtil.setSqlArgs(params, values);
 
diff --git a/mybatis-flex-core/src/main/java/com/mybatisflex/core/row/Row.java b/mybatis-flex-core/src/main/java/com/mybatisflex/core/row/Row.java
index d58e86c0..2cbf5050 100644
--- a/mybatis-flex-core/src/main/java/com/mybatisflex/core/row/Row.java
+++ b/mybatis-flex-core/src/main/java/com/mybatisflex/core/row/Row.java
@@ -551,17 +551,22 @@ public class Row extends LinkedHashMap<String, Object> implements UpdateWrapper<
     }
 
 
-    public Object[] obtainInsertValues() {
+    public Object[] obtainInsertValues(Set<String> withAttrs) {
         List<Object> values = new ArrayList<>();
-        if (primaryKeys != null && !primaryKeys.isEmpty()) {
-            for (RowKey primaryKey : primaryKeys) {
-                if (primaryKey.before) {
-                    values.add(get(primaryKey.keyColumn));
+
+        if (withAttrs == null || withAttrs.isEmpty()) {
+            withAttrs = keySet();
+
+            if (primaryKeys != null && !primaryKeys.isEmpty()) {
+                for (RowKey primaryKey : primaryKeys) {
+                    if (primaryKey.before) {
+                        values.add(get(primaryKey.keyColumn));
+                    }
                 }
             }
         }
 
-        for (String key : keySet()) {
+        for (String key : withAttrs) {
             Object value = get(key);
             if (!isPk(key) && !(value instanceof RawValue)) {
                 values.add(value);
diff --git a/mybatis-flex-core/src/main/java/com/mybatisflex/core/row/RowCPI.java b/mybatis-flex-core/src/main/java/com/mybatisflex/core/row/RowCPI.java
index 5be7598e..3cbcaea7 100644
--- a/mybatis-flex-core/src/main/java/com/mybatisflex/core/row/RowCPI.java
+++ b/mybatis-flex-core/src/main/java/com/mybatisflex/core/row/RowCPI.java
@@ -28,10 +28,6 @@ public class RowCPI {
     private RowCPI() {
     }
 
-    public static Object[] obtainInsertValues(Row row) {
-        return row.obtainInsertValues();
-    }
-
 
     public static Set<String> getInsertAttrs(Row row) {
         return row.getInsertAttrs();
diff --git a/mybatis-flex-test/mybatis-flex-native-test/src/main/java/com/mybatisflex/test/DbTest.java b/mybatis-flex-test/mybatis-flex-native-test/src/main/java/com/mybatisflex/test/DbTest.java
index ec8ffb83..1b30625e 100644
--- a/mybatis-flex-test/mybatis-flex-native-test/src/main/java/com/mybatisflex/test/DbTest.java
+++ b/mybatis-flex-test/mybatis-flex-native-test/src/main/java/com/mybatisflex/test/DbTest.java
@@ -21,6 +21,7 @@ import com.mybatisflex.core.audit.AuditManager;
 import com.mybatisflex.core.query.QueryWrapper;
 import com.mybatisflex.core.row.Db;
 import com.mybatisflex.core.row.Row;
+import com.mybatisflex.core.row.RowUtil;
 import com.mybatisflex.core.update.UpdateWrapper;
 import com.mybatisflex.core.util.UpdateEntity;
 import org.apache.ibatis.session.Configuration;
@@ -106,4 +107,32 @@ public class DbTest {
             assert false;
         }
     }
+
+
+    @Test
+    public void testDbInsertBatchWithFirstRowColumns() {
+        List<Row> rows = new ArrayList<>();
+
+        Row row1 = new Row();
+        row1.put("id", 111);
+        row1.put("user_name", "张三");
+        row1.put("age", 20);
+        rows.add(row1);
+
+        Row row2 = new Row();
+        row2.put("age", 30);
+        row2.put("id", 20);
+        row2.put("user_name", "李四");
+        rows.add(row2);
+
+        Db.insertBatchWithFirstRowColumns("tb_account", rows);
+
+        Row row3= new Row();
+        row3.put("age", 30);
+        row3.put("id", 333);
+        row3.put("user_name", "李四3");
+        Db.insert("tb_account",row3);
+
+        RowUtil.printPretty(Db.selectAll("tb_account"));
+    }
 }