diff --git a/src/common/backend/utils/misc/guc/guc_sql.cpp b/src/common/backend/utils/misc/guc/guc_sql.cpp
index cbb1b8ccc..c6b07c133 100755
--- a/src/common/backend/utils/misc/guc/guc_sql.cpp
+++ b/src/common/backend/utils/misc/guc/guc_sql.cpp
@@ -1689,6 +1689,17 @@ static void InitSqlConfigureNamesBool()
             NULL,
             NULL,
             NULL},
+        {{"enable_opfusion_reuse",
+            PGC_USERSET,
+            NODE_ALL,
+            QUERY_TUNING_METHOD,
+            gettext_noop("Enables reuse opfusion object."),
+            NULL},
+            &u_sess->attr.attr_sql.enable_opfusion_reuse,
+            false,
+            NULL,
+            NULL,
+            NULL},
 #ifndef ENABLE_MULTIPLE_NODES
         {{"plsql_show_all_error",
             PGC_USERSET,
diff --git a/src/gausskernel/process/threadpool/knl_session.cpp b/src/gausskernel/process/threadpool/knl_session.cpp
index 57ac1b77c..903a22039 100755
--- a/src/gausskernel/process/threadpool/knl_session.cpp
+++ b/src/gausskernel/process/threadpool/knl_session.cpp
@@ -1091,6 +1091,13 @@ static void knl_u_dolphin_errdata_init(knl_u_dolphin_errdata_context *dolphin_er
     dolphin_errdata_context->max_error_count = 64;
 }
 
+static void knl_u_opfusion_reuse_init(knl_u_opfusion_reuse_context* opfusion_reuse_ctx) {
+
+    Assert(opfusion_reuse_ctx != NULL);
+
+    opfusion_reuse_ctx->opfusionObj = NULL;
+}
+
 static void knl_u_user_login_init(knl_u_user_login_context* user_login_cxt)
 {
     Assert(user_login_cxt != NULL);
@@ -1477,6 +1484,8 @@ void knl_session_init(knl_session_context* sess_cxt)
 
     knl_u_clientConnTime_init(&sess_cxt->clientConnTime_cxt);
 
+    knl_u_opfusion_reuse_init(&sess_cxt->opfusion_reuse_ctx);
+
     MemoryContextSeal(sess_cxt->top_mem_cxt);
 }
 
diff --git a/src/gausskernel/runtime/opfusion/opfusion.cpp b/src/gausskernel/runtime/opfusion/opfusion.cpp
index cc0936b01..96b7189e0 100644
--- a/src/gausskernel/runtime/opfusion/opfusion.cpp
+++ b/src/gausskernel/runtime/opfusion/opfusion.cpp
@@ -194,6 +194,11 @@ void OpFusion::SaveInGPC(OpFusion *obj)
     rc = memset_s((void *)&obj->m_local, sizeof(OpFusionLocaleVariable), 0, sizeof(OpFusionLocaleVariable));
     securec_check(rc, "\0", "\0");
     MemoryContextSeal(obj->m_global->m_context);
+    /* we can not reuse this obj for opfusion reuse */
+    if (u_sess->opfusion_reuse_ctx.opfusionObj == obj) {
+        u_sess->opfusion_reuse_ctx.opfusionObj = NULL;
+    }
+    
 }
 
 void OpFusion::DropGlobalOpfusion(OpFusion *obj)
@@ -646,6 +651,49 @@ void OpFusion::useOuterParameter(ParamListInfo params)
     m_local.m_outParams = params;
 }
 
+static void* TryReuseOpfusionObj(FusionType ftype, MemoryContext context, CachedPlanSource *psrc,
+    List *plantree_list, ParamListInfo params)
+{
+    if (!u_sess->attr.attr_sql.enable_opfusion_reuse){
+        return NULL;
+    }
+    /* 
+     * we save the obj without FusionType check in FusionFactory
+     * so must check here
+     */
+    if (INSERT_FUSION != ftype) {
+        return NULL;
+    }
+
+    OpFusion* checkOpfusionObj = (OpFusion *)u_sess->opfusion_reuse_ctx.opfusionObj;
+    if (psrc != NULL /* not support for cacheplan case */
+        || checkOpfusionObj == NULL
+        || checkOpfusionObj->m_local.m_optype != ftype) {
+        return NULL;
+    }
+
+    /*check the rel id*/
+    PlannedStmt *curr_plan = (PlannedStmt *)linitial(plantree_list);
+    int rtindex = linitial_int((List*)linitial(curr_plan->resultRelations));
+    Oid rel_oid = getrelid(rtindex, curr_plan->rtable);
+    if (rel_oid != checkOpfusionObj->m_global->m_reloid) {
+        return NULL;
+    }
+
+    /* check the resultdesc*/
+    Relation rel = heap_open(rel_oid, AccessShareLock);
+    TupleDesc rel_tupDesc = CreateTupleDescCopy(RelationGetDescr(rel));
+    heap_close(rel, AccessShareLock);
+    if (!equalTupleDescs(rel_tupDesc, checkOpfusionObj->m_global->m_tupDesc)) {
+        return NULL;
+    }
+
+    /* call specific reset function here*/
+    if (!checkOpfusionObj->ResetReuseFusion(context, psrc, plantree_list, params)){
+        checkOpfusionObj = NULL;
+    }
+    return (void*)checkOpfusionObj;
+}
 
 void *OpFusion::FusionFactory(FusionType ftype, MemoryContext context, CachedPlanSource *psrc, List *plantree_list,
     ParamListInfo params)
@@ -657,7 +705,16 @@ void *OpFusion::FusionFactory(FusionType ftype, MemoryContext context, CachedPla
     if (ftype > BYPASS_OK) {
         return NULL;
     }
-    void *opfusionObj = NULL;
+
+    void *opfusionObj = NULL; 
+    /*
+     * try to reuse opfusion object
+     */
+    opfusionObj = TryReuseOpfusionObj(ftype, context, psrc, plantree_list, params);
+    if (opfusionObj) {
+        return opfusionObj;
+    }
+
     MemoryContext objCxt = NULL;
     bool isShared = psrc && psrc->gpc.status.InShareTable();
     if (isShared) {
@@ -706,6 +763,12 @@ void *OpFusion::FusionFactory(FusionType ftype, MemoryContext context, CachedPla
     }
     if (opfusionObj != NULL && !((OpFusion *)opfusionObj)->m_global->m_is_global)
         ((OpFusion *)opfusionObj)->m_global->m_type = ftype;
+
+    if (u_sess->attr.attr_sql.enable_opfusion_reuse){
+        /* XXX: better to free previous obj */
+        u_sess->opfusion_reuse_ctx.opfusionObj = opfusionObj;
+    }
+
     return opfusionObj;
 }
 
@@ -1394,3 +1457,18 @@ void FreeExecutorStateForOpfusion(EState* estate)
     }
     ResetOpfusionExecutorState(estate);
 }
+
+/*
+ * AtEOXact_OpfusionReuse
+ *
+ * This routine is called during transaction commit or abort (it doesn't
+ * particularly care which). reset the opfusion reuse context
+ */
+void AtEOXact_OpfusionReuse()
+{
+    /* 
+     * no need to delete the memory context
+     * the are the sub nodes of the top transaction ctx
+     */
+    u_sess->opfusion_reuse_ctx.opfusionObj = NULL;
+}
diff --git a/src/gausskernel/runtime/opfusion/opfusion_insert.cpp b/src/gausskernel/runtime/opfusion/opfusion_insert.cpp
index 45e3e0934..b560c0e27 100644
--- a/src/gausskernel/runtime/opfusion/opfusion_insert.cpp
+++ b/src/gausskernel/runtime/opfusion/opfusion_insert.cpp
@@ -32,35 +32,7 @@
 #include "executor/node/nodeModifyTable.h"
 #include "parser/parse_coerce.h"
 
-void InsertFusion::InitGlobals()
-{
-    m_c_global = (InsertFusionGlobalVariable*)palloc0(sizeof(InsertFusionGlobalVariable));
-
-    m_global->m_reloid = getrelid(linitial_int((List*)linitial(m_global->m_planstmt->resultRelations)),
-                                  m_global->m_planstmt->rtable);
-    ModifyTable* node = (ModifyTable*)m_global->m_planstmt->planTree;
-    BaseResult* baseresult = (BaseResult*)linitial(node->plans);
-    List* targetList = baseresult->plan.targetlist;
-
-    Relation rel = heap_open(m_global->m_reloid, AccessShareLock);
-    m_global->m_table_type = RelationIsUstoreFormat(rel) ? TAM_USTORE : TAM_HEAP;
-    m_global->m_exec_func_ptr = (OpFusionExecfuncType)&InsertFusion::ExecInsert;
-
-    m_global->m_natts = RelationGetDescr(rel)->natts;
-    m_global->m_is_bucket_rel = RELATION_OWN_BUCKET(rel);
-    m_global->m_tupDesc = CreateTupleDescCopy(RelationGetDescr(rel));
-    m_global->m_tupDesc->td_tam_ops = GetTableAmRoutine(m_global->m_table_type);
-    heap_close(rel, AccessShareLock);
-
-    /* init param func const */
-    m_global->m_paramNum = 0;
-    m_global->m_paramLoc = (ParamLoc*)palloc0(m_global->m_natts * sizeof(ParamLoc));
-    m_c_global->m_targetParamNum = 0;
-    m_c_global->m_targetFuncNum = 0;
-    m_c_global->m_targetFuncNodes = (FuncExprInfo*)palloc0(m_global->m_natts * sizeof(FuncExprInfo));
-    m_c_global->m_targetConstNum = 0;
-    m_c_global->m_targetConstLoc = (ConstLoc*)palloc0(m_global->m_natts * sizeof(ConstLoc));
-
+void InsertFusion::InitBaseParam(List* targetList) {
     ListCell* lc = NULL;
     int i = 0;
     FuncExpr* func = NULL;
@@ -104,6 +76,38 @@ void InsertFusion::InitGlobals()
         i++;
     }
     m_c_global->m_targetConstNum = i;
+}
+
+void InsertFusion::InitGlobals()
+{
+    m_c_global = (InsertFusionGlobalVariable*)palloc0(sizeof(InsertFusionGlobalVariable));
+
+    m_global->m_reloid = getrelid(linitial_int((List*)linitial(m_global->m_planstmt->resultRelations)),
+                                  m_global->m_planstmt->rtable);
+    ModifyTable* node = (ModifyTable*)m_global->m_planstmt->planTree;
+    BaseResult* baseresult = (BaseResult*)linitial(node->plans);
+    List* targetList = baseresult->plan.targetlist;
+
+    Relation rel = heap_open(m_global->m_reloid, AccessShareLock);
+    m_global->m_table_type = RelationIsUstoreFormat(rel) ? TAM_USTORE : TAM_HEAP;
+    m_global->m_exec_func_ptr = (OpFusionExecfuncType)&InsertFusion::ExecInsert;
+
+    m_global->m_natts = RelationGetDescr(rel)->natts;
+    m_global->m_is_bucket_rel = RELATION_OWN_BUCKET(rel);
+    m_global->m_tupDesc = CreateTupleDescCopy(RelationGetDescr(rel));
+    m_global->m_tupDesc->td_tam_ops = GetTableAmRoutine(m_global->m_table_type);
+    heap_close(rel, AccessShareLock);
+
+    /* init param func const */
+    m_global->m_paramNum = 0;
+    m_global->m_paramLoc = (ParamLoc*)palloc0(m_global->m_natts * sizeof(ParamLoc));
+    m_c_global->m_targetParamNum = 0;
+    m_c_global->m_targetFuncNum = 0;
+    m_c_global->m_targetFuncNodes = (FuncExprInfo*)palloc0(m_global->m_natts * sizeof(FuncExprInfo));
+    m_c_global->m_targetConstNum = 0;
+    m_c_global->m_targetConstLoc = (ConstLoc*)palloc0(m_global->m_natts * sizeof(ConstLoc));
+
+    InitBaseParam(targetList);
 
 }
 void InsertFusion::InitLocals(ParamListInfo params)
@@ -455,3 +459,33 @@ bool InsertFusion::execute(long max_rows, char* completionTag)
     u_sess->statement_cxt.last_row_count = u_sess->statement_cxt.current_row_count;
     return success;
 }
+
+/*
+ * reset InsertFusion for reuse：
+ * such as
+ * insert into t values (1, 'a');
+ * insert into t values (2, 'b');
+ * only need to replace the planstmt
+ */ 
+bool InsertFusion::ResetReuseFusion(MemoryContext context, CachedPlanSource* psrc, List* plantree_list, ParamListInfo params)
+{
+    PlannedStmt *curr_plan = (PlannedStmt *)linitial(plantree_list);
+    m_global->m_planstmt = curr_plan;
+
+    ModifyTable* node = (ModifyTable*)m_global->m_planstmt->planTree;
+    BaseResult* baseresult = (BaseResult*)linitial(node->plans);
+    List* targetList = baseresult->plan.targetlist;
+
+    m_c_global->m_targetFuncNum = 0;
+    m_c_global->m_targetParamNum = 0;
+
+    InitBaseParam(targetList);
+
+    // local
+    m_c_local.m_estate->es_range_table = NIL;
+    m_c_local.m_estate->es_range_table = m_global->m_planstmt->rtable;
+    m_c_local.m_estate->es_plannedstmt = m_global->m_planstmt;
+    initParams(params);
+
+    return true;
+}
\ No newline at end of file
diff --git a/src/gausskernel/storage/access/transam/xact.cpp b/src/gausskernel/storage/access/transam/xact.cpp
index 3a33d5db2..8d48f0c8e 100755
--- a/src/gausskernel/storage/access/transam/xact.cpp
+++ b/src/gausskernel/storage/access/transam/xact.cpp
@@ -3027,7 +3027,7 @@ static void CommitTransaction(bool STP_commit)
     AtEOXact_PartitionCache(true);
 
     AtEOXact_BucketCache(true);
-
+    AtEOXact_OpfusionReuse();
     /*
      * Make catalog changes visible to all backends.  This has to happen after
      * relcache references are dropped (see comments for
@@ -3480,6 +3480,9 @@ static void PrepareTransaction(bool STP_commit)
     AtEOXact_PartitionCache(true);
 
     AtEOXact_BucketCache(true);
+
+    AtEOXact_OpfusionReuse();
+
     /* notify doesn't need a postprepare call */
     PostPrepare_PgStat();
 
@@ -3937,6 +3940,7 @@ static void AbortTransaction(bool PerfectRollback, bool STP_rollback)
         AtEOXact_FreeTupleDesc();
         AtEOXact_PartitionCache(false);
         AtEOXact_BucketCache(false);
+        AtEOXact_OpfusionReuse();
         AtEOXact_Inval(false);
         smgrDoPendingDeletes(false);
         release_conn_to_compute_pool();
diff --git a/src/include/knl/knl_guc/knl_session_attr_sql.h b/src/include/knl/knl_guc/knl_session_attr_sql.h
index f4b3af22d..85a7834ac 100644
--- a/src/include/knl/knl_guc/knl_session_attr_sql.h
+++ b/src/include/knl/knl_guc/knl_session_attr_sql.h
@@ -244,7 +244,7 @@ typedef struct knl_session_attr_sql {
     char* db4ai_snapshot_version_separator;
     int pldebugger_timeout;
     bool partition_page_estimation;
-
+    bool enable_opfusion_reuse;
 #ifndef ENABLE_MULTIPLE_NODES
     bool uppercase_attribute_name;
 #endif
diff --git a/src/include/knl/knl_session.h b/src/include/knl/knl_session.h
index 398f06377..36bc00b49 100644
--- a/src/include/knl/knl_session.h
+++ b/src/include/knl/knl_session.h
@@ -2413,6 +2413,10 @@ typedef struct knl_u_dolphin_errdata_context {
     int max_error_count;
 } knl_u_dolphin_errdata_context;
 
+typedef struct knl_u_opfusion_reuse_context {
+    void *opfusionObj;                /* Opfusion cache Object */
+} knl_u_opfusion_reuse_context;
+
 typedef struct knl_u_catalog_context {
     bool nulls[4];
     struct PartitionIdentifier* route;
@@ -2907,6 +2911,8 @@ typedef struct knl_session_context {
     knl_u_rep_origin_context reporigin_cxt;
     knl_u_dolphin_errdata_context dolphin_errdata_ctx;
 
+    knl_u_opfusion_reuse_context opfusion_reuse_ctx;
+
     /*
      * Initialize context which records time for client connection establish.
      * This time records start on incommining resuest arrives e.g. poll() invoked to accept() and
diff --git a/src/include/opfusion/opfusion.h b/src/include/opfusion/opfusion.h
index 1a3628fab..cd4e8e3f3 100644
--- a/src/include/opfusion/opfusion.h
+++ b/src/include/opfusion/opfusion.h
@@ -46,6 +46,7 @@ extern void ExecCheckXactReadOnly(PlannedStmt* plannedstmt);
 extern bool IsRightRefState(List* plantreeList);
 EState* CreateExecutorStateForOpfusion(MemoryContext saveCxt, MemoryContext tmpCxt);
 void FreeExecutorStateForOpfusion(EState* estate);
+extern void AtEOXact_OpfusionReuse();
 
 /*
  * The variables in OpFusion is always in two parts: global's variables and local's variables.
@@ -162,6 +163,12 @@ public:
             !IsRightRefState(stmtList));
     }
 
+    virtual bool ResetReuseFusion(MemoryContext context, CachedPlanSource* psrc, List* plantree_list, ParamListInfo params)
+    {
+        return false;
+    }
+
+
 public:
     struct ConstLoc {
         Datum constValue;
diff --git a/src/include/opfusion/opfusion_insert.h b/src/include/opfusion/opfusion_insert.h
index f369a655c..07d3c227a 100644
--- a/src/include/opfusion/opfusion_insert.h
+++ b/src/include/opfusion/opfusion_insert.h
@@ -40,10 +40,15 @@ public:
     void InitGlobals();
 
     void refreshParameterIfNecessary();
+
+    virtual bool ResetReuseFusion(MemoryContext context, CachedPlanSource* psrc, List* plantree_list, ParamListInfo params);
+
 private:
 
     unsigned long ExecInsert(Relation rel, ResultRelInfo* resultRelInfo);
 
+    void InitBaseParam(List* targetList);
+
     struct InsertFusionGlobalVariable {
         /* for func/op expr calculation */
         FuncExprInfo* m_targetFuncNodes;
diff --git a/src/test/regress/expected/bypass_simplequery_support.out b/src/test/regress/expected/bypass_simplequery_support.out
index 26ff51c3c..975bf6fc6 100644
--- a/src/test/regress/expected/bypass_simplequery_support.out
+++ b/src/test/regress/expected/bypass_simplequery_support.out
@@ -1921,6 +1921,41 @@ explain delete from v_test;
 reset explain_perf_mode;
 drop table test cascade;
 NOTICE:  drop cascades to view v_test
+--test enable_opfusion_reuse
+set enable_opfusion_reuse=on;
+create table test_reuse_t1(a int,b int,c text);
+create table test_reuse_t2(a int,b int,c text,d text);
+begin;
+insert into test_reuse_t1 values(1,1,'2');
+insert into test_reuse_t1 values(2,3,'2');
+insert into test_reuse_t2 values(1,2,'3','4');
+insert into test_reuse_t1 values(1,3,'4');
+select * from test_reuse_t1;
+ a | b | c 
+---+---+---
+ 1 | 1 | 2
+ 2 | 3 | 2
+ 1 | 3 | 4
+(3 rows)
+
+commit;
+truncate test_reuse_t1;
+truncate test_reuse_t2;
+begin;
+insert into test_reuse_t1 values(1,1,'2');
+alter table test_reuse_t1 add column colf int;
+insert into test_reuse_t1 values(1,1,'2');
+select * from test_reuse_t1;
+ a | b | c | colf 
+---+---+---+------
+ 1 | 1 | 2 |     
+ 1 | 1 | 2 |     
+(2 rows)
+
+commit;
+drop table test_reuse_t1;
+drop table test_reuse_t2;
+reset enable_opfusion_reuse;
 -- end
 reset track_activities;
 set track_sql_count = off;
diff --git a/src/test/regress/output/recovery_2pc_tools.source b/src/test/regress/output/recovery_2pc_tools.source
index 6bf0da51e..3c310fe61 100644
--- a/src/test/regress/output/recovery_2pc_tools.source
+++ b/src/test/regress/output/recovery_2pc_tools.source
@@ -293,6 +293,7 @@ select name,vartype,unit,min_val,max_val from pg_settings where name <> 'qunit_c
  enable_nvm                                       | bool    |      |           | 
  enable_online_ddl_waitlock                       | bool    |      |           | 
  enable_opfusion                                  | bool    |      |           | 
+ enable_opfusion_reuse                            | bool    |      |           | 
  enable_orc_cache                                 | bool    |      |           | 
  enable_page_lsn_check                            | bool    |      |           | 
  enable_partition_opfusion                        | bool    |      |           | 
diff --git a/src/test/regress/sql/bypass_simplequery_support.sql b/src/test/regress/sql/bypass_simplequery_support.sql
index ada3ec28a..5117b4242 100755
--- a/src/test/regress/sql/bypass_simplequery_support.sql
+++ b/src/test/regress/sql/bypass_simplequery_support.sql
@@ -430,6 +430,33 @@ reset explain_perf_mode;
 
 drop table test cascade;
 
+--test enable_opfusion_reuse
+set enable_opfusion_reuse=on;
+create table test_reuse_t1(a int,b int,c text);
+create table test_reuse_t2(a int,b int,c text,d text);
+
+begin;
+insert into test_reuse_t1 values(1,1,'2');
+insert into test_reuse_t1 values(2,3,'2');
+insert into test_reuse_t2 values(1,2,'3','4');
+insert into test_reuse_t1 values(1,3,'4');
+select * from test_reuse_t1;
+commit;
+
+truncate test_reuse_t1;
+truncate test_reuse_t2;
+
+begin;
+insert into test_reuse_t1 values(1,1,'2');
+alter table test_reuse_t1 add column colf int;
+insert into test_reuse_t1 values(1,1,'2');
+select * from test_reuse_t1;
+commit;
+
+drop table test_reuse_t1;
+drop table test_reuse_t2;
+reset enable_opfusion_reuse;
+
 -- end
 reset track_activities;
 set track_sql_count = off;