diff --git a/pkg/pb/plan/plan.pb.go b/pkg/pb/plan/plan.pb.go
index d501a6a6a4634..5a4e8e3945bb3 100644
--- a/pkg/pb/plan/plan.pb.go
+++ b/pkg/pb/plan/plan.pb.go
@@ -6000,6 +6000,8 @@ type UpdateCtx struct {
 	InsertPkColIdx        int32      `protobuf:"varint,11,opt,name=insert_pk_col_idx,json=insertPkColIdx,proto3" json:"insert_pk_col_idx,omitempty"`
 	CountDeleteAffectRows bool       `protobuf:"varint,12,opt,name=count_delete_affect_rows,json=countDeleteAffectRows,proto3" json:"count_delete_affect_rows,omitempty"`
 	IgnoreAffectedRows    bool       `protobuf:"varint,13,opt,name=ignore_affected_rows,json=ignoreAffectedRows,proto3" json:"ignore_affected_rows,omitempty"`
+	DedupByTargetRowId    bool       `protobuf:"varint,14,opt,name=dedup_by_target_row_id,json=dedupByTargetRowId,proto3" json:"dedup_by_target_row_id,omitempty"`
+	TargetUpdateCtxIdx    int32      `protobuf:"varint,15,opt,name=target_update_ctx_idx,json=targetUpdateCtxIdx,proto3" json:"target_update_ctx_idx,omitempty"`
 	XXX_NoUnkeyedLiteral  struct{}   `json:"-"`
 	XXX_unrecognized      []byte     `json:"-"`
 	XXX_sizecache         int32      `json:"-"`
@@ -6101,6 +6103,20 @@ func (m *UpdateCtx) GetIgnoreAffectedRows() bool {
 	return false
 }
 
+func (m *UpdateCtx) GetDedupByTargetRowId() bool {
+	if m != nil {
+		return m.DedupByTargetRowId
+	}
+	return false
+}
+
+func (m *UpdateCtx) GetTargetUpdateCtxIdx() int32 {
+	if m != nil {
+		return m.TargetUpdateCtxIdx
+	}
+	return 0
+}
+
 type InsertCtx struct {
 	Ref                  *ObjectRef `protobuf:"bytes,1,opt,name=ref,proto3" json:"ref,omitempty"`
 	AddAffectedRows      bool       `protobuf:"varint,2,opt,name=add_affected_rows,json=addAffectedRows,proto3" json:"add_affected_rows,omitempty"`
@@ -14650,919 +14666,921 @@ func init() {
 func init() { proto.RegisterFile("plan.proto", fileDescriptor_2d655ab2f7683c23) }
 
 var fileDescriptor_2d655ab2f7683c23 = []byte{
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+	0xf9, 0x6b, 0xdc, 0x88, 0x74, 0xf9, 0x63, 0xc9, 0xeb, 0x3f, 0xf6, 0x63, 0xc9, 0x3b, 0x00, 0x71,
+	0xf0, 0x6c, 0x5c, 0x81, 0xd1, 0x73, 0x9d, 0x12, 0x7f, 0x88, 0xf3, 0xe8, 0x10, 0xae, 0x34, 0x26,
+	0x13, 0xdf, 0x9a, 0xd0, 0x07, 0x9d, 0xdc, 0xb1, 0x3d, 0x91, 0x3e, 0x9f, 0x8d, 0xfd, 0x7d, 0xbd,
+	0xd9, 0xef, 0xed, 0x75, 0xf6, 0x65, 0x6c, 0xb1, 0xbb, 0xf0, 0x76, 0x02, 0xb8, 0xaf, 0xf5, 0x8f,
+	0x8f, 0x30, 0xd1, 0x6c, 0x0c, 0xf5, 0xbe, 0xd6, 0x6a, 0x6b, 0x4a, 0xe6, 0xd1, 0x5d, 0xa8, 0x34,
+	0xc5, 0x4e, 0x19, 0xc5, 0x3b, 0xf3, 0x5c, 0x8b, 0x7f, 0x36, 0xae, 0xfb, 0xdb, 0x4f, 0x95, 0xcc,
+	0x23, 0x15, 0xca, 0x89, 0x8f, 0x36, 0x22, 0xc5, 0x81, 0x11, 0x9c, 0x8a, 0x4f, 0x88, 0x19, 0xee,
+	0xc4, 0x52, 0x32, 0x8f, 0x1e, 0xa0, 0x0e, 0x9f, 0xfc, 0x64, 0x22, 0xc0, 0x46, 0xcf, 0xf3, 0xa7,
+	0x86, 0x23, 0xe8, 0xac, 0x79, 0x80, 0x74, 0x1f, 0xc1, 0xd5, 0x95, 0x1f, 0x80, 0xa4, 0x37, 0x61,
+	0xf6, 0x74, 0xe6, 0x58, 0xfc, 0x75, 0xd3, 0xc1, 0xe5, 0x89, 0x6f, 0x9b, 0x4a, 0xe6, 0xd1, 0xb3,
+	0x85, 0x0f, 0x84, 0x1d, 0xf7, 0x76, 0xfb, 0xc7, 0xbd, 0x16, 0x85, 0x22, 0xa3, 0x88, 0x7f, 0xcd,
+	0xee, 0xf1, 0xa0, 0xf3, 0x42, 0x6c, 0xad, 0xed, 0x6f, 0x64, 0x72, 0xfd, 0xd1, 0x37, 0x32, 0xa8,
+	0x86, 0x6c, 0x75, 0xb7, 0xdf, 0x68, 0xf1, 0x2d, 0x39, 0x0a, 0x60, 0x38, 0xdc, 0xe5, 0x1f, 0x16,
+	0xd3, 0xda, 0x83, 0xe3, 0xee, 0x50, 0xc6, 0x46, 0xac, 0x01, 0x74, 0x9a, 0xed, 0xdd, 0xb6, 0xb6,
+	0x8f, 0x04, 0x59, 0x4c, 0x1f, 0xf6, 0x7b, 0xfb, 0xfd, 0xd6, 0x2e, 0xa6, 0x73, 0x8f, 0xfe, 0x9b,
+	0x75, 0x50, 0x16, 0xe3, 0xa0, 0xb0, 0xb7, 0xe0, 0x3a, 0x11, 0xe9, 0x47, 0x5a, 0xbb, 0xd5, 0x69,
+	0x72, 0x77, 0xd8, 0x17, 0x8d, 0x6e, 0x07, 0xeb, 0xbc, 0x0e, 0x57, 0x16, 0x91, 0x8d, 0x5e, 0x8b,
+	0x47, 0x4c, 0x5b, 0x44, 0xb4, 0x7f, 0x7d, 0xdc, 0xe8, 0x2a, 0xeb, 0xec, 0x6d, 0xb8, 0xb1, 0x88,
+	0xea, 0xf5, 0x87, 0x02, 0x9d, 0x65, 0x75, 0xd8, 0x5e, 0x44, 0x77, 0xdb, 0x03, 0xd4, 0x1b, 0x6e,
+	0xc3, 0xcd, 0x55, 0x18, 0x91, 0x33, 0xbf, 0xaa, 0xa5, 0xfb, 0xa4, 0x76, 0x68, 0xca, 0x06, 0xb2,
+	0xcc, 0x6b, 0x90, 0x22, 0x7f, 0x81, 0x5d, 0x03, 0xb6, 0xdc, 0x53, 0xa5, 0xb8, 0x72, 0x04, 0x06,
+	0xfc, 0x6b, 0xe6, 0x25, 0x76, 0x07, 0xde, 0x5a, 0x85, 0xec, 0x8b, 0xcf, 0x9d, 0xc3, 0xa3, 0x7f,
+	0x98, 0x81, 0xfa, 0xeb, 0x9e, 0xc5, 0x33, 0x15, 0x6e, 0x6b, 0xc7, 0x3d, 0x8a, 0x60, 0xc8, 0x83,
+	0x2d, 0xea, 0xcf, 0xdb, 0xdf, 0x2e, 0x04, 0xa6, 0x7b, 0x1b, 0x6e, 0xac, 0xa0, 0xd1, 0x1a, 0x2f,
+	0xf5, 0x17, 0x9f, 0x28, 0x19, 0xf6, 0x3e, 0xbc, 0xbb, 0x02, 0xbd, 0xd7, 0xed, 0x37, 0x86, 0xfa,
+	0x6f, 0xda, 0x5a, 0x5f, 0x6f, 0x76, 0xfb, 0x83, 0x76, 0x0b, 0x89, 0xd7, 0xd9, 0x0e, 0xdc, 0x5a,
+	0x41, 0x3c, 0xe0, 0x81, 0x30, 0x5f, 0x7c, 0xa2, 0x64, 0xd9, 0x3b, 0x70, 0xf7, 0xf5, 0x14, 0x7b,
+	0xa8, 0x99, 0xbd, 0xf8, 0x44, 0xc9, 0x3d, 0xfa, 0x15, 0xd4, 0x5f, 0xf7, 0xd6, 0x0c, 0x97, 0x45,
+	0xf3, 0xa0, 0x41, 0xef, 0xf9, 0x50, 0x9b, 0xeb, 0xeb, 0x3c, 0x45, 0x36, 0x67, 0xad, 0xdd, 0x6d,
+	0x93, 0x43, 0xf6, 0xa3, 0xdf, 0x65, 0x12, 0x27, 0x1b, 0xf9, 0x5e, 0x28, 0x02, 0x88, 0xb5, 0x9a,
+	0x04, 0x69, 0x96, 0x61, 0x2a, 0x19, 0x9c, 0xa5, 0x14, 0xa8, 0xeb, 0x8d, 0x0c, 0x47, 0x59, 0x27,
+	0xd7, 0x6b, 0x09, 0xa7, 0x77, 0xae, 0x4a, 0x16, 0x87, 0x2e, 0x82, 0x75, 0xbd, 0xf3, 0x23, 0xdf,
+	0xf6, 0x7c, 0x3b, 0xbc, 0xe4, 0xe8, 0xdc, 0xa3, 0x7f, 0x5a, 0xb8, 0x0d, 0xa4, 0xe4, 0x1d, 0x56,
+	0xd0, 0x30, 0xcd, 0x18, 0x46, 0x5b, 0x2c, 0xe7, 0x75, 0xd2, 0x2f, 0x16, 0x10, 0x19, 0xe4, 0x0f,
+	0x69, 0x7e, 0x59, 0x44, 0xae, 0x23, 0x52, 0xb3, 0xc8, 0x69, 0x77, 0x09, 0x99, 0xdd, 0xfd, 0xea,
+	0x1f, 0xfc, 0xd5, 0xed, 0xcc, 0x7f, 0xfd, 0x57, 0xb7, 0x33, 0xff, 0xcb, 0x5f, 0xdd, 0x5e, 0xfb,
+	0xb3, 0xff, 0xed, 0x76, 0xe6, 0x37, 0x1f, 0x4e, 0xec, 0xf0, 0x74, 0x7e, 0xf2, 0x78, 0xe4, 0x4d,
+	0x3f, 0x9a, 0x1a, 0xa1, 0x6f, 0x5f, 0x70, 0x45, 0x47, 0x26, 0x5c, 0xeb, 0xa3, 0xd9, 0xd9, 0xe4,
+	0xa3, 0xd9, 0xc9, 0x47, 0x28, 0x72, 0x4f, 0x36, 0x66, 0xbe, 0x17, 0x7a, 0x4f, 0xff, 0xff, 0x00,
+	0x00, 0x00, 0xff, 0xff, 0x12, 0x10, 0xb8, 0xf4, 0x93, 0x96, 0x00, 0x00,
 }
 
 func (m *Type) Marshal() (dAtA []byte, err error) {
@@ -19724,6 +19742,21 @@ func (m *UpdateCtx) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 		i -= len(m.XXX_unrecognized)
 		copy(dAtA[i:], m.XXX_unrecognized)
 	}
+	if m.TargetUpdateCtxIdx != 0 {
+		i = encodeVarintPlan(dAtA, i, uint64(m.TargetUpdateCtxIdx))
+		i--
+		dAtA[i] = 0x78
+	}
+	if m.DedupByTargetRowId {
+		i--
+		if m.DedupByTargetRowId {
+			dAtA[i] = 1
+		} else {
+			dAtA[i] = 0
+		}
+		i--
+		dAtA[i] = 0x70
+	}
 	if m.IgnoreAffectedRows {
 		i--
 		if m.IgnoreAffectedRows {
@@ -29935,6 +29968,12 @@ func (m *UpdateCtx) ProtoSize() (n int) {
 	if m.IgnoreAffectedRows {
 		n += 2
 	}
+	if m.DedupByTargetRowId {
+		n += 2
+	}
+	if m.TargetUpdateCtxIdx != 0 {
+		n += 1 + sovPlan(uint64(m.TargetUpdateCtxIdx))
+	}
 	if m.XXX_unrecognized != nil {
 		n += len(m.XXX_unrecognized)
 	}
@@ -44116,6 +44155,45 @@ func (m *UpdateCtx) Unmarshal(dAtA []byte) error {
 				}
 			}
 			m.IgnoreAffectedRows = bool(v != 0)
+		case 14:
+			if wireType != 0 {
+				return fmt.Errorf("proto: wrong wireType = %d for field DedupByTargetRowId", wireType)
+			}
+			var v int
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowPlan
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				v |= int(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			m.DedupByTargetRowId = bool(v != 0)
+		case 15:
+			if wireType != 0 {
+				return fmt.Errorf("proto: wrong wireType = %d for field TargetUpdateCtxIdx", wireType)
+			}
+			m.TargetUpdateCtxIdx = 0
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowPlan
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				m.TargetUpdateCtxIdx |= int32(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
 		default:
 			iNdEx = preIndex
 			skippy, err := skipPlan(dAtA[iNdEx:])
diff --git a/pkg/sql/colexec/multi_update/delete.go b/pkg/sql/colexec/multi_update/delete.go
index 32e1a2ac4a824..2bd1c634f3217 100644
--- a/pkg/sql/colexec/multi_update/delete.go
+++ b/pkg/sql/colexec/multi_update/delete.go
@@ -55,7 +55,7 @@ func (update *MultiUpdate) delete_table(
 
 		for i := 0; i < rowCount; i++ {
 			if !rowIdNulls.Contains(uint64(i)) {
-				for deleteIdx, inputIdx := range updateCtx.DeleteCols {
+				for deleteIdx, inputIdx := range updateCtx.DeleteCols[:2] {
 					err = deleteBatch.Vecs[deleteIdx].UnionOne(inputBatch.Vecs[inputIdx], int64(i), proc.Mp())
 					if err != nil {
 						return err
@@ -65,7 +65,7 @@ func (update *MultiUpdate) delete_table(
 		}
 
 	} else {
-		for deleteIdx, inputIdx := range updateCtx.DeleteCols {
+		for deleteIdx, inputIdx := range updateCtx.DeleteCols[:2] {
 			err = deleteBatch.Vecs[deleteIdx].UnionBatch(inputBatch.Vecs[inputIdx], 0, inputBatch.Vecs[inputIdx].Length(), nil, proc.GetMPool())
 			if err != nil {
 				return err
diff --git a/pkg/sql/colexec/multi_update/multi_update.go b/pkg/sql/colexec/multi_update/multi_update.go
index a3ce1aa61f122..402fdcff6082d 100644
--- a/pkg/sql/colexec/multi_update/multi_update.go
+++ b/pkg/sql/colexec/multi_update/multi_update.go
@@ -20,7 +20,13 @@ import (
 	"time"
 
 	"github.com/matrixorigin/matrixone/pkg/catalog"
+	"github.com/matrixorigin/matrixone/pkg/common/hashmap"
+	"github.com/matrixorigin/matrixone/pkg/common/moerr"
+	"github.com/matrixorigin/matrixone/pkg/common/mpool"
+	"github.com/matrixorigin/matrixone/pkg/common/rscthrottler"
+	"github.com/matrixorigin/matrixone/pkg/common/runtime"
 	"github.com/matrixorigin/matrixone/pkg/container/batch"
+	"github.com/matrixorigin/matrixone/pkg/container/types"
 	"github.com/matrixorigin/matrixone/pkg/container/vector"
 	"github.com/matrixorigin/matrixone/pkg/perfcounter"
 	"github.com/matrixorigin/matrixone/pkg/sql/colexec"
@@ -101,6 +107,14 @@ func (update *MultiUpdate) Prepare(proc *process.Process) error {
 	if len(update.ctr.deleteBuf) == 0 {
 		update.ctr.deleteBuf = make([]*batch.Batch, len(update.MultiUpdateCtx))
 	}
+	if err := update.prepareSeenTargetRows(proc); err != nil {
+		return err
+	}
+	if update.Action == UpdateWriteS3 {
+		if err := update.prepareSeenTargetRowsAdmission(proc.GetService()); err != nil {
+			return err
+		}
+	}
 
 	update.ctr.affectedRows = 0
 	update.ctr.flushed = false
@@ -376,35 +390,234 @@ func (update *MultiUpdate) updateFlushS3Info(proc *process.Process, analyzer pro
 }
 
 func (update *MultiUpdate) updateOneBatch(proc *process.Process, analyzer process.Analyzer, bat *batch.Batch) (err error) {
+	targetBatches := make(map[int]*batch.Batch)
+	defer func() {
+		for _, targetBatch := range targetBatches {
+			if targetBatch != bat {
+				targetBatch.Clean(proc.Mp())
+			}
+		}
+	}()
+
 	for i, updateCtx := range update.MultiUpdateCtx {
+		targetIdx := updateCtx.TargetUpdateCtxIdx
+		if targetIdx < 0 || targetIdx >= len(update.MultiUpdateCtx) {
+			return moerr.NewInternalError(proc.Ctx, "invalid multi-target update context index")
+		}
+		contextBatch, ok := targetBatches[targetIdx]
+		if !ok {
+			var duplicateRows uint64
+			contextBatch, _, duplicateRows, err = filterTargetRows(
+				proc,
+				update.MultiUpdateCtx[targetIdx],
+				bat,
+				update.ctr.seenTargetRows[targetTableID(update.MultiUpdateCtx[targetIdx])],
+			)
+			if err != nil {
+				return err
+			}
+			update.addAffectedRowsFunc(duplicateRows)
+			targetBatches[targetIdx] = contextBatch
+		}
+		if contextBatch.RowCount() == 0 {
+			continue
+		}
+
 		// delete rows
 		if len(updateCtx.DeleteCols) > 0 {
-			err = update.delete_table(proc, analyzer, updateCtx, bat, i)
-			if err != nil {
-				return
+			if err = update.delete_table(proc, analyzer, updateCtx, contextBatch, i); err != nil {
+				return err
 			}
 		}
 
 		// insert rows
-		if len(updateCtx.InsertCols) > 0 {
-			tableType := update.ctr.updateCtxInfos[updateCtx.TableDef.Name].tableType
-			switch tableType {
-			case UpdateMainTable:
-				err = update.insert_main_table(proc, analyzer, i, bat)
-			case UpdateUniqueIndexTable:
-				err = update.insert_unique_index_table(proc, analyzer, i, bat)
-			case UpdateSecondaryIndexTable:
-				err = update.insert_secondary_index_table(proc, analyzer, i, bat)
-			}
-			if err != nil {
-				return
+		if len(updateCtx.InsertCols) == 0 {
+			continue
+		}
+		tableType := update.ctr.updateCtxInfos[updateCtx.TableDef.Name].tableType
+		switch tableType {
+		case UpdateMainTable:
+			err = update.insert_main_table(proc, analyzer, i, contextBatch)
+		case UpdateUniqueIndexTable:
+			err = update.insert_unique_index_table(proc, analyzer, i, contextBatch)
+		case UpdateSecondaryIndexTable:
+			err = update.insert_secondary_index_table(proc, analyzer, i, contextBatch)
+		}
+		if err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+func filterTargetRows(
+	proc *process.Process,
+	updateCtx *MultiUpdateCtx,
+	input *batch.Batch,
+	seen *hashmap.StrHashMap,
+) (*batch.Batch, bool, uint64, error) {
+	if !updateCtx.DedupByTargetRowID {
+		return input, false, 0, nil
+	}
+	if len(updateCtx.DeleteCols) < 3 ||
+		updateCtx.DeleteCols[0] < 0 ||
+		updateCtx.DeleteCols[0] >= len(input.Vecs) ||
+		updateCtx.DeleteCols[2] < 0 ||
+		updateCtx.DeleteCols[2] >= len(input.Vecs) {
+		return nil, false, 0, moerr.NewInternalError(proc.Ctx, "invalid multi-target update selector columns")
+	}
+
+	rowIDVec := input.Vecs[updateCtx.DeleteCols[0]]
+	rowNumberVec := input.Vecs[updateCtx.DeleteCols[2]]
+	if rowIDVec.GetType().Oid != types.T_Rowid ||
+		rowNumberVec.GetType().Oid != types.T_int64 {
+		return nil, false, 0, moerr.NewInternalError(proc.Ctx, "invalid multi-target update selector types")
+	}
+
+	rowNumbers := vector.MustFixedColWithTypeCheck[int64](rowNumberVec)
+	rowIDNulls := rowIDVec.GetNulls()
+	rowNumberNulls := rowNumberVec.GetNulls()
+	var activeVec *vector.Vector
+	if len(updateCtx.DeleteCols) >= 4 {
+		activeVec = input.Vecs[updateCtx.DeleteCols[3]]
+		if activeVec.GetType().Oid != types.T_bool {
+			return nil, false, 0, moerr.NewInternalError(proc.Ctx, "invalid multi-target update selector types")
+		}
+	}
+	selections := make([]int64, 0, input.RowCount())
+	for i := 0; i < input.RowCount(); i++ {
+		if rowIDNulls.Contains(uint64(i)) ||
+			rowNumberNulls.Contains(uint64(i)) ||
+			rowNumbers[i] != 1 {
+			continue
+		}
+		if activeVec != nil && (activeVec.IsNull(uint64(i)) ||
+			!vector.GetFixedAtNoTypeCheck[bool](activeVec, i)) {
+			continue
+		}
+		selections = append(selections, int64(i))
+	}
+
+	// Modern execution batches can carry a statement allocation account. Keep
+	// that provenance on the owned filtered copy instead of cloning into an
+	// on-heap batch, which cannot accept an allocation selection.
+	filtered, err := input.Clone(proc.Mp(), true)
+	if err != nil {
+		return nil, false, 0, err
+	}
+	filtered.Shrink(selections, false)
+	filtered.SetRowCount(len(selections))
+	if seen == nil || filtered.RowCount() == 0 {
+		return filtered, true, 0, nil
+	}
+
+	physicalSelections := make([]int64, 0, filtered.RowCount())
+	iterator := seen.NewIterator()
+	defer hashmap.IteratorClearOwner(iterator)
+	for offset := 0; offset < filtered.RowCount(); offset += hashmap.UnitLimit {
+		count := min(hashmap.UnitLimit, filtered.RowCount()-offset)
+		oldGroupCount := seen.GroupCount()
+		values, zValues, err := iterator.Insert(
+			offset,
+			count,
+			[]*vector.Vector{filtered.Vecs[updateCtx.DeleteCols[0]]},
+		)
+		if err != nil {
+			filtered.Clean(proc.Mp())
+			return nil, false, 0, err
+		}
+		for i, value := range values {
+			if zValues[i] != 0 && value > oldGroupCount {
+				physicalSelections = append(physicalSelections, int64(offset+i))
 			}
 		}
 	}
+	duplicateRows := uint64(filtered.RowCount() - len(physicalSelections))
+	filtered.Shrink(physicalSelections, false)
+	filtered.SetRowCount(len(physicalSelections))
+	return filtered, true, duplicateRows, nil
+}
+
+func (update *MultiUpdate) prepareSeenTargetRows(proc *process.Process) error {
+	if update.ctr.seenTargetRows != nil {
+		return nil
+	}
+	targetCounts := make(map[uint64]int)
+	for _, ctx := range update.MultiUpdateCtx {
+		if ctx.DedupByTargetRowID && !features.IsIndexTable(ctx.TableDef.FeatureFlag) {
+			targetCounts[targetTableID(ctx)]++
+		}
+	}
+	update.ctr.seenTargetRows = make(map[uint64]*hashmap.StrHashMap)
+	for tableID, count := range targetCounts {
+		if count < 2 {
+			continue
+		}
+		if update.mapAllocation == nil || update.iteratorAllocation == nil {
+			return mpool.ErrAllocationAccountInvalid
+		}
+		seen, err := hashmap.NewStrHashMapWithAllocations(
+			false,
+			proc.Mp(),
+			update.mapAllocation,
+			update.iteratorAllocation,
+		)
+		if err != nil {
+			return err
+		}
+		update.ctr.seenTargetRows[tableID] = seen
+	}
+	return nil
+}
+
+func (update *MultiUpdate) prepareSeenTargetRowsAdmission(sid string) error {
+	if len(update.ctr.seenTargetRows) == 0 {
+		return nil
+	}
+	if update.ctr.seenRowsRSC != nil {
+		return nil
+	}
+	value, ok := runtime.ServiceRuntime(sid).GetGlobalVariables(runtime.CNMemoryThrottler)
+	if !ok {
+		return moerr.NewInternalErrorNoCtxf("can not get global variable %s", runtime.CNMemoryThrottler)
+	}
+	update.ctr.seenRowsRSC = value.(rscthrottler.RSCThrottler)
+	if err := update.admitSeenTargetRowsGrowth(update.seenTargetRowsSize()); err != nil {
+		update.ctr.seenRowsRSC = nil
+		return err
+	}
+	return nil
+}
 
+func (update *MultiUpdate) admitSeenTargetRowsGrowth(increment int64) error {
+	if increment <= 0 || update.ctr.seenRowsRSC == nil {
+		return nil
+	}
+	if _, granted := update.ctr.seenRowsRSC.Acquire(increment); !granted {
+		return moerr.NewInternalErrorNoCtx(
+			"multi-target update Rowid deduplication exceeded the CN memory admission limit",
+		)
+	}
+	update.ctr.seenRowsGrant += increment
 	return nil
 }
 
+func (update *MultiUpdate) seenTargetRowsSize() int64 {
+	var size int64
+	for _, seen := range update.ctr.seenTargetRows {
+		size += seen.Size()
+	}
+	return size
+}
+
+func targetTableID(ctx *MultiUpdateCtx) uint64 {
+	if ctx.TargetTableID != 0 {
+		return ctx.TargetTableID
+	}
+	return ctx.TableDef.TblId
+}
+
 func (update *MultiUpdate) resetMultiUpdateCtxs() {
 	update.ctr.updateCtxInfos = make(map[string]*updateCtxInfo, len(update.MultiUpdateCtx))
 
diff --git a/pkg/sql/colexec/multi_update/multi_update_partition.go b/pkg/sql/colexec/multi_update/multi_update_partition.go
index 843c372858f5c..f004a273c6319 100644
--- a/pkg/sql/colexec/multi_update/multi_update_partition.go
+++ b/pkg/sql/colexec/multi_update/multi_update_partition.go
@@ -17,6 +17,7 @@ package multi_update
 import (
 	"bytes"
 
+	"github.com/matrixorigin/matrixone/pkg/common/mpool"
 	"github.com/matrixorigin/matrixone/pkg/container/batch"
 	"github.com/matrixorigin/matrixone/pkg/partitionprune"
 	"github.com/matrixorigin/matrixone/pkg/pb/partition"
@@ -29,29 +30,33 @@ import (
 type PartitionMultiUpdate struct {
 	vm.OperatorBase
 
-	raw              *MultiUpdate
-	affectedRows     uint64
+	raw          *MultiUpdate
+	rawContexts  []*MultiUpdateCtx
+	targets      []*partitionUpdateTarget
+	affectedRows uint64
+	writers      map[uint64]*s3WriterDelegate
+	freeWriters  []*s3WriterDelegate
+	nextWriterID uint64
+}
+
+type partitionUpdateTarget struct {
+	contexts         []*MultiUpdateCtx
 	tableID          uint64
 	meta             partition.PartitionMetadata
 	mainIndexes      []uint64
 	partitionIndexes map[uint64][]engine.Relation
-	rawTableIDs      []uint64
-	rawTableFlags    []uint64
-	writers          map[uint64]*s3WriterDelegate
-	freeWriters      []*s3WriterDelegate
+	writerIDs        map[uint64]uint64
 }
 
 func NewPartitionMultiUpdate(
 	raw *MultiUpdate,
-	tableID uint64,
 ) vm.Operator {
 	if raw.Action == UpdateFlushS3Info {
 		return raw
 	}
 
 	return &PartitionMultiUpdate{
-		raw:     raw,
-		tableID: tableID,
+		raw: raw,
 	}
 }
 
@@ -65,7 +70,7 @@ func NewPartitionMultiUpdateFrom(
 	op.CountDeleteAffectRows = from.raw.CountDeleteAffectRows
 	op.RejectZeroTemporal = from.raw.RejectZeroTemporal
 	op.Engine = from.raw.Engine
-	return NewPartitionMultiUpdate(op, from.tableID)
+	return NewPartitionMultiUpdate(op)
 }
 
 func (op *PartitionMultiUpdate) String(buf *bytes.Buffer) {
@@ -77,6 +82,18 @@ func (op *PartitionMultiUpdate) OpType() vm.OpType {
 	return vm.PartitionMultiUpdate
 }
 
+func (op *PartitionMultiUpdate) SetAllocationAccount(account *mpool.AllocationAccount) error {
+	return op.raw.SetAllocationAccount(account)
+}
+
+func (op *PartitionMultiUpdate) ClearAllocationAccount(account *mpool.AllocationAccount) error {
+	return op.raw.ClearAllocationAccount(account)
+}
+
+func (op *PartitionMultiUpdate) ActivatesAllocationAccountLifecycle() bool {
+	return op.raw.ActivatesAllocationAccountLifecycle()
+}
+
 func (op *PartitionMultiUpdate) Prepare(
 	proc *process.Process,
 ) error {
@@ -86,46 +103,80 @@ func (op *PartitionMultiUpdate) Prepare(
 		op.OpAnalyzer.Reset()
 	}
 
-	var err error
-	op.meta, _, err = proc.GetPartitionService().GetStorage().GetMetadata(
-		proc.Ctx,
-		op.tableID,
-		proc.GetTxnOperator(),
-	)
-	if err != nil {
-		return err
-	}
-	_, _, r, err := op.raw.Engine.GetRelationById(
-		proc.Ctx,
-		proc.GetTxnOperator(),
-		op.tableID,
-	)
-	if err != nil {
+	op.raw.OperatorBase = op.OperatorBase
+	if err := op.raw.Prepare(proc); err != nil {
 		return err
 	}
-	if len(r.GetExtraInfo().IndexTables) > 0 {
-		op.mainIndexes = r.GetExtraInfo().IndexTables
-		op.partitionIndexes = make(map[uint64][]engine.Relation, len(op.meta.Partitions))
-	}
 
-	op.raw.OperatorBase = op.OperatorBase
-	if err = op.raw.Prepare(proc); err != nil {
-		return err
+	op.rawContexts = op.raw.MultiUpdateCtx
+	op.targets = buildPartitionUpdateTargets(op.rawContexts)
+	for _, target := range op.targets {
+		if !features.IsPartitioned(target.contexts[0].TableDef.FeatureFlag) {
+			continue
+		}
+
+		var err error
+		target.meta, _, err = proc.GetPartitionService().GetStorage().GetMetadata(
+			proc.Ctx,
+			target.tableID,
+			proc.GetTxnOperator(),
+		)
+		if err != nil {
+			return err
+		}
+		_, _, r, err := op.raw.Engine.GetRelationById(
+			proc.Ctx,
+			proc.GetTxnOperator(),
+			target.tableID,
+		)
+		if err != nil {
+			return err
+		}
+		if len(r.GetExtraInfo().IndexTables) > 0 {
+			target.mainIndexes = r.GetExtraInfo().IndexTables
+			target.partitionIndexes = make(map[uint64][]engine.Relation, len(target.meta.Partitions))
+		}
 	}
 
 	op.affectedRows = 0
 	op.raw.getS3WriterFunc = op.getS3Writer
 	op.raw.getFlushableS3WriterFunc = op.getFlushableS3Writer
 	op.raw.addAffectedRowsFunc = op.doAddAffectedRows
-	op.writers = make(map[uint64]*s3WriterDelegate, len(op.meta.Partitions))
+	op.writers = make(map[uint64]*s3WriterDelegate)
+	op.nextWriterID = 0
+	return nil
+}
 
-	op.rawTableIDs = make([]uint64, 0, len(op.raw.MultiUpdateCtx))
-	op.rawTableFlags = make([]uint64, 0, len(op.raw.MultiUpdateCtx))
-	for _, c := range op.raw.MultiUpdateCtx {
-		op.rawTableIDs = append(op.rawTableIDs, c.TableDef.TblId)
-		op.rawTableFlags = append(op.rawTableFlags, c.TableDef.FeatureFlag)
+func buildPartitionUpdateTargets(contexts []*MultiUpdateCtx) []*partitionUpdateTarget {
+	targetsByMain := make(map[int]*partitionUpdateTarget)
+	targets := make([]*partitionUpdateTarget, 0, len(contexts))
+	for i, ctx := range contexts {
+		if features.IsIndexTable(ctx.TableDef.FeatureFlag) {
+			continue
+		}
+		target := &partitionUpdateTarget{
+			contexts:  []*MultiUpdateCtx{cloneTargetContext(ctx)},
+			tableID:   ctx.TableDef.TblId,
+			writerIDs: make(map[uint64]uint64),
+		}
+		targetsByMain[i] = target
+		targets = append(targets, target)
 	}
-	return nil
+	for _, ctx := range contexts {
+		if !features.IsIndexTable(ctx.TableDef.FeatureFlag) {
+			continue
+		}
+		if target := targetsByMain[ctx.TargetUpdateCtxIdx]; target != nil {
+			target.contexts = append(target.contexts, cloneTargetContext(ctx))
+		}
+	}
+	return targets
+}
+
+func cloneTargetContext(ctx *MultiUpdateCtx) *MultiUpdateCtx {
+	cloned := ctx.clone()
+	cloned.TargetUpdateCtxIdx = 0
+	return cloned
 }
 
 func (op *PartitionMultiUpdate) Call(
@@ -155,70 +206,10 @@ func (op *PartitionMultiUpdate) writeTable(
 	op.raw.delegated = true
 	op.raw.input = input
 
-	pos := int32(-1)
-	if len(op.raw.MultiUpdateCtx[0].PartitionCols) > 0 {
-		pos = int32(op.raw.MultiUpdateCtx[0].PartitionCols[0])
-	}
-
-	res, err := partitionprune.Prune(proc, input.Batch, op.meta, pos)
-	if err != nil {
-		return vm.CallResult{}, err
-	}
-	defer res.Close()
-	if res.Empty() {
-		panic("Prune result is empty")
-	}
-
-	var rel engine.Relation
-	res.Iter(
-		func(
-			partition partition.Partition,
-			bat *batch.Batch,
-		) bool {
-			_, _, rel, err = op.raw.Engine.GetRelationById(
-				proc.Ctx,
-				proc.GetTxnOperator(),
-				partition.PartitionID,
-			)
-			if err != nil {
-				return false
-			}
-
-			// mapping all main table and index table to partition's.
-			// Clone each context to avoid mutating shared plan objects
-			// that may be read concurrently by other operators.
-			cloned := make([]*MultiUpdateCtx, len(op.raw.MultiUpdateCtx))
-			for i, c := range op.raw.MultiUpdateCtx {
-				r := rel
-				if features.IsIndexTable(op.rawTableFlags[i]) {
-					r, err = op.getPartitionIndex(
-						proc,
-						op.rawTableIDs[i],
-						partition.PartitionID,
-						rel,
-					)
-					if err != nil {
-						return false
-					}
-				}
-
-				cloned[i] = c.clone()
-				cloned[i].ObjRef.ObjName = r.GetTableName()
-				cloned[i].TableDef = r.GetTableDef(proc.Ctx)
-			}
-			op.raw.MultiUpdateCtx = cloned
-			op.raw.resetMultiUpdateCtxs()
-			if err = op.raw.resetMultiSources(proc); err != nil {
-				return false
-			}
-			op.raw.input = vm.CallResult{Batch: bat}
-
-			_, err = op.raw.Call(proc)
-			return err == nil
-		},
-	)
-	if err != nil {
-		return vm.CallResult{}, err
+	for _, target := range op.targets {
+		if err := op.writeTarget(proc, target, input.Batch); err != nil {
+			return vm.CallResult{}, err
+		}
 	}
 	return input, nil
 }
@@ -250,74 +241,214 @@ func (op *PartitionMultiUpdate) writeS3(
 			continue
 		}
 
-		pos := int32(-1)
-		if len(op.raw.MultiUpdateCtx[0].PartitionCols) > 0 {
-			pos = int32(op.raw.MultiUpdateCtx[0].PartitionCols[0])
+		for _, target := range op.targets {
+			if err := op.writeTarget(proc, target, input.Batch); err != nil {
+				return vm.CallResult{}, err
+			}
 		}
-		res, err := partitionprune.Prune(proc, input.Batch, op.meta, pos)
-		if err != nil {
-			return vm.CallResult{}, err
+	}
+}
+
+func (op *PartitionMultiUpdate) writeTarget(
+	proc *process.Process,
+	target *partitionUpdateTarget,
+	input *batch.Batch,
+) error {
+	if !features.IsPartitioned(target.contexts[0].TableDef.FeatureFlag) {
+		return op.callRawTarget(proc, target, target.contexts, target.tableID, input)
+	}
+	if len(target.contexts[0].PartitionCols) > 1 {
+		return op.writePartitionKeyUpdate(proc, target, input)
+	}
+
+	pos := int32(-1)
+	if len(target.contexts[0].PartitionCols) > 0 {
+		pos = int32(target.contexts[0].PartitionCols[0])
+	}
+	res, err := partitionprune.Prune(proc, input, target.meta, pos)
+	if err != nil {
+		return err
+	}
+	defer res.Close()
+	if res.Empty() {
+		panic("Prune result is empty")
+	}
+
+	res.Iter(func(p partition.Partition, bat *batch.Batch) bool {
+		contexts, resolveErr := op.resolvePartitionContexts(proc, target, target.contexts, p)
+		if resolveErr != nil {
+			err = resolveErr
+			return false
 		}
-		if res.Empty() {
-			panic("Prune result is empty")
+		err = op.callRawTarget(proc, target, contexts, p.PartitionID, bat)
+		return err == nil
+	})
+	return err
+}
+
+func (op *PartitionMultiUpdate) resolvePartitionContexts(
+	proc *process.Process,
+	target *partitionUpdateTarget,
+	contexts []*MultiUpdateCtx,
+	p partition.Partition,
+) ([]*MultiUpdateCtx, error) {
+	_, _, rel, err := op.raw.Engine.GetRelationById(
+		proc.Ctx,
+		proc.GetTxnOperator(),
+		p.PartitionID,
+	)
+	if err != nil {
+		return nil, err
+	}
+
+	resolved := make([]*MultiUpdateCtx, len(contexts))
+	for i, ctx := range contexts {
+		r := rel
+		if features.IsIndexTable(ctx.TableDef.FeatureFlag) {
+			r, err = op.getPartitionIndex(
+				proc,
+				target,
+				ctx.TableDef.TblId,
+				p.PartitionID,
+				rel,
+			)
+			if err != nil {
+				return nil, err
+			}
 		}
+		resolved[i] = ctx.clone()
+		resolved[i].ObjRef.ObjName = r.GetTableName()
+		resolved[i].TableDef = r.GetTableDef(proc.Ctx)
+	}
+	return resolved, nil
+}
 
-		var rel engine.Relation
-		res.Iter(
-			func(
-				partition partition.Partition,
-				bat *batch.Batch,
-			) bool {
-				_, _, rel, err = op.raw.Engine.GetRelationById(
-					proc.Ctx,
-					proc.GetTxnOperator(),
-					partition.PartitionID,
-				)
-				if err != nil {
-					return false
-				}
+func (op *PartitionMultiUpdate) writePartitionKeyUpdate(
+	proc *process.Process,
+	target *partitionUpdateTarget,
+	input *batch.Batch,
+) error {
+	mainCtx := target.contexts[0]
+	filtered, owned, duplicateRows, err := filterTargetRows(
+		proc,
+		mainCtx,
+		input,
+		op.raw.ctr.seenTargetRows[targetTableID(mainCtx)],
+	)
+	if err != nil {
+		return err
+	}
+	if owned {
+		defer filtered.Clean(proc.Mp())
+	}
+	op.raw.addAffectedRowsFunc(duplicateRows)
+	if filtered.RowCount() == 0 {
+		return nil
+	}
 
-				old := op.raw.MultiUpdateCtx
-				new := make([]*MultiUpdateCtx, 0, len(old))
-
-				// mapping all main table and index table to partition's.
-				for i, c := range op.raw.MultiUpdateCtx {
-					r := rel
-					if features.IsIndexTable(op.rawTableFlags[i]) {
-						r, err = op.getPartitionIndex(
-							proc,
-							op.rawTableIDs[i],
-							partition.PartitionID,
-							rel,
-						)
-						if err != nil {
-							return false
-						}
-					}
-
-					newC := c.clone()
-					newC.ObjRef.ObjName = r.GetTableName()
-					newC.TableDef = r.GetTableDef(proc.Ctx)
-					new = append(new, newC)
-				}
-				op.raw.MultiUpdateCtx = new
+	deleteContexts := clonePartitionPhaseContexts(target.contexts, true)
+	if err = op.writePartitionPhase(
+		proc, target, deleteContexts, mainCtx.PartitionCols[0], filtered,
+	); err != nil {
+		return err
+	}
+	insertContexts := clonePartitionPhaseContexts(target.contexts, false)
+	return op.writePartitionPhase(
+		proc, target, insertContexts, mainCtx.PartitionCols[1], filtered,
+	)
+}
 
-				op.raw.resetMultiUpdateCtxs()
-				if err = op.raw.resetMultiSources(proc); err != nil {
-					return false
-				}
-				op.raw.mainTable = partition.PartitionID
-				op.raw.input = vm.CallResult{Batch: bat}
+func clonePartitionPhaseContexts(
+	contexts []*MultiUpdateCtx,
+	deletePhase bool,
+) []*MultiUpdateCtx {
+	cloned := make([]*MultiUpdateCtx, len(contexts))
+	for i, ctx := range contexts {
+		cloned[i] = ctx.clone()
+		cloned[i].DedupByTargetRowID = false
+		if deletePhase {
+			cloned[i].InsertCols = nil
+		} else {
+			cloned[i].DeleteCols = nil
+		}
+	}
+	return cloned
+}
 
-				_, err = op.raw.Call(proc)
-				return err == nil
-			},
-		)
-		res.Close()
-		if err != nil {
-			return vm.CallResult{}, err
+func (op *PartitionMultiUpdate) writePartitionPhase(
+	proc *process.Process,
+	target *partitionUpdateTarget,
+	contexts []*MultiUpdateCtx,
+	partitionCol int,
+	input *batch.Batch,
+) error {
+	res, err := partitionprune.Prune(proc, input, target.meta, int32(partitionCol))
+	if err != nil {
+		return err
+	}
+	defer res.Close()
+	if res.Empty() {
+		return nil
+	}
+
+	res.Iter(func(p partition.Partition, bat *batch.Batch) bool {
+		partitionContexts, resolveErr := op.resolvePartitionContexts(proc, target, contexts, p)
+		if resolveErr != nil {
+			err = resolveErr
+			return false
 		}
+		err = op.callRawTarget(proc, target, partitionContexts, p.PartitionID, bat)
+		return err == nil
+	})
+	return err
+}
+
+func (op *PartitionMultiUpdate) callRawTarget(
+	proc *process.Process,
+	target *partitionUpdateTarget,
+	contexts []*MultiUpdateCtx,
+	mainTable uint64,
+	input *batch.Batch,
+) error {
+	op.raw.MultiUpdateCtx = contexts
+	if op.raw.Action == UpdateWriteTable {
+		op.raw.cleanTargetBuffers(proc)
+	}
+	op.raw.resetMultiUpdateCtxs()
+	if err := op.raw.resetMultiSources(proc); err != nil {
+		return err
+	}
+	op.raw.mainTable = mainTable
+	if op.raw.Action == UpdateWriteS3 {
+		op.raw.mainTable = op.writerID(target, mainTable)
+	}
+	op.raw.input = vm.CallResult{Batch: input}
+	_, err := op.raw.Call(proc)
+	return err
+}
+
+func (update *MultiUpdate) cleanTargetBuffers(proc *process.Process) {
+	for _, buf := range update.ctr.insertBuf {
+		if buf != nil {
+			buf.Clean(proc.Mp())
+		}
+	}
+	update.ctr.insertBuf = make([]*batch.Batch, len(update.MultiUpdateCtx))
+	for _, buf := range update.ctr.deleteBuf {
+		if buf != nil {
+			buf.Clean(proc.Mp())
+		}
+	}
+	update.ctr.deleteBuf = make([]*batch.Batch, len(update.MultiUpdateCtx))
+}
+
+func (op *PartitionMultiUpdate) writerID(target *partitionUpdateTarget, physicalTableID uint64) uint64 {
+	if id, ok := target.writerIDs[physicalTableID]; ok {
+		return id
 	}
+	op.nextWriterID++
+	target.writerIDs[physicalTableID] = op.nextWriterID
+	return op.nextWriterID
 }
 
 func (op *PartitionMultiUpdate) ExecProjection(
@@ -334,8 +465,11 @@ func (op *PartitionMultiUpdate) Free(
 ) {
 	op.raw.Free(proc, pipelineFailed, err)
 
+	for _, w := range op.writers {
+		_ = w.free(proc)
+	}
 	for _, w := range op.freeWriters {
-		w.free(proc)
+		_ = w.free(proc)
 	}
 }
 
@@ -348,7 +482,17 @@ func (op *PartitionMultiUpdate) Reset(
 	pipelineFailed bool,
 	err error,
 ) {
+	op.raw.MultiUpdateCtx = op.rawContexts
+	op.raw.resetMultiUpdateCtxs()
 	op.raw.Reset(proc, pipelineFailed, err)
+	for _, writer := range op.freeWriters {
+		_ = writer.reset(proc)
+	}
+	for id, writer := range op.writers {
+		_ = writer.reset(proc)
+		op.freeWriters = append(op.freeWriters, writer)
+		delete(op.writers, id)
+	}
 }
 
 func (op *PartitionMultiUpdate) GetOperatorBase() *vm.OperatorBase {
@@ -367,18 +511,19 @@ func (op *PartitionMultiUpdate) SetRejectZeroTemporal(reject bool) {
 
 func (op *PartitionMultiUpdate) getPartitionIndex(
 	proc *process.Process,
+	target *partitionUpdateTarget,
 	tableID uint64,
 	partitionID uint64,
 	partitionRel engine.Relation,
 ) (engine.Relation, error) {
-	for i, id := range op.mainIndexes {
+	for i, id := range target.mainIndexes {
 		if id == tableID {
-			indexes, ok := op.partitionIndexes[partitionID]
+			indexes, ok := target.partitionIndexes[partitionID]
 			if ok {
 				return indexes[i], nil
 			}
 
-			relations := make([]engine.Relation, 0, len(op.meta.Partitions))
+			relations := make([]engine.Relation, 0, len(target.meta.Partitions))
 			for _, index := range partitionRel.GetExtraInfo().IndexTables {
 				_, _, rel, err := op.raw.Engine.GetRelationById(
 					proc.Ctx,
@@ -390,7 +535,7 @@ func (op *PartitionMultiUpdate) getPartitionIndex(
 				}
 				relations = append(relations, rel)
 			}
-			op.partitionIndexes[partitionID] = relations
+			target.partitionIndexes[partitionID] = relations
 
 			return relations[i], nil
 		}
@@ -444,6 +589,9 @@ func (ctx *MultiUpdateCtx) clone() *MultiUpdateCtx {
 		SkipInsertOnNullPk: ctx.SkipInsertOnNullPk,
 		InsertPkColIdx:     ctx.InsertPkColIdx,
 		IgnoreAffectedRows: ctx.IgnoreAffectedRows,
+		DedupByTargetRowID: ctx.DedupByTargetRowID,
+		TargetUpdateCtxIdx: ctx.TargetUpdateCtxIdx,
+		TargetTableID:      ctx.TargetTableID,
 	}
 	objRef := *ctx.ObjRef
 	def := *ctx.TableDef
diff --git a/pkg/sql/colexec/multi_update/multi_update_partition_test.go b/pkg/sql/colexec/multi_update/multi_update_partition_test.go
index 6e06f227e5190..c46b355ea7c5e 100644
--- a/pkg/sql/colexec/multi_update/multi_update_partition_test.go
+++ b/pkg/sql/colexec/multi_update/multi_update_partition_test.go
@@ -19,10 +19,49 @@ import (
 	"testing"
 
 	"github.com/matrixorigin/matrixone/pkg/catalog"
+	"github.com/matrixorigin/matrixone/pkg/common/mpool"
 	"github.com/matrixorigin/matrixone/pkg/pb/plan"
+	"github.com/matrixorigin/matrixone/pkg/sql/features"
+	"github.com/matrixorigin/matrixone/pkg/testutil"
 	"github.com/stretchr/testify/require"
 )
 
+func TestPartitionMultiUpdateForwardsAllocationAccountLifecycle(t *testing.T) {
+	registry, err := mpool.NewAllocationAccountRegistry(1, 16)
+	require.NoError(t, err)
+	account, err := registry.Open(1 << 20)
+	require.NoError(t, err)
+
+	raw := &MultiUpdate{}
+	op := &PartitionMultiUpdate{raw: raw}
+	require.False(t, op.ActivatesAllocationAccountLifecycle())
+	require.NoError(t, op.SetAllocationAccount(account))
+	require.Same(t, account, raw.allocationAccount)
+	require.NoError(t, op.ClearAllocationAccount(account))
+	require.Nil(t, raw.allocationAccount)
+}
+
+func TestClonePartitionPhaseContextsSeparatesDeleteAndInsert(t *testing.T) {
+	contexts := []*MultiUpdateCtx{{
+		ObjRef:             &plan.ObjectRef{},
+		TableDef:           &plan.TableDef{},
+		InsertCols:         []int{1, 2},
+		DeleteCols:         []int{3, 4},
+		DedupByTargetRowID: true,
+	}}
+	deleteContexts := clonePartitionPhaseContexts(contexts, true)
+	insertContexts := clonePartitionPhaseContexts(contexts, false)
+
+	require.Empty(t, deleteContexts[0].InsertCols)
+	require.Equal(t, []int{3, 4}, deleteContexts[0].DeleteCols)
+	require.Empty(t, insertContexts[0].DeleteCols)
+	require.Equal(t, []int{1, 2}, insertContexts[0].InsertCols)
+	require.False(t, deleteContexts[0].DedupByTargetRowID)
+	require.False(t, insertContexts[0].DedupByTargetRowID)
+	require.Equal(t, []int{1, 2}, contexts[0].InsertCols)
+	require.Equal(t, []int{3, 4}, contexts[0].DeleteCols)
+}
+
 func TestResetMultiUpdateCtxsClassifiesTemporaryIndexTables(t *testing.T) {
 	uniqueName := "__mo_tmp_018f1f767b9d7f35b2d99b8d7774bde8_db_" +
 		catalog.UniqueIndexTableNamePrefix + "0198fa2b-7cc8-7ed1-b7ae-a3d9c29e75fd"
@@ -48,10 +87,58 @@ func TestPartitionMultiUpdateString(t *testing.T) {
 	require.Equal(t, "MultiUpdate: partition_multi_update", buf.String())
 }
 
+func TestBuildPartitionUpdateTargetsKeepsPhysicalTargetsIndependent(t *testing.T) {
+	contexts := []*MultiUpdateCtx{
+		{
+			ObjRef:             &plan.ObjectRef{},
+			TableDef:           &plan.TableDef{TblId: 10, Name: "plain"},
+			TargetUpdateCtxIdx: 0,
+		},
+		{
+			ObjRef: &plan.ObjectRef{},
+			TableDef: &plan.TableDef{
+				TblId:       20,
+				Name:        "partitioned",
+				FeatureFlag: features.Partitioned,
+			},
+			TargetUpdateCtxIdx: 1,
+		},
+		{
+			ObjRef: &plan.ObjectRef{},
+			TableDef: &plan.TableDef{
+				TblId:       21,
+				Name:        "partition_index",
+				FeatureFlag: features.IndexTable,
+			},
+			TargetUpdateCtxIdx: 1,
+		},
+	}
+
+	targets := buildPartitionUpdateTargets(contexts)
+
+	require.Len(t, targets, 2)
+	require.Equal(t, uint64(10), targets[0].tableID)
+	require.Len(t, targets[0].contexts, 1)
+	require.Equal(t, uint64(20), targets[1].tableID)
+	require.Len(t, targets[1].contexts, 2)
+	require.Equal(t, 0, targets[1].contexts[1].TargetUpdateCtxIdx)
+	require.NotSame(t, contexts[1].TableDef, targets[1].contexts[0].TableDef)
+	require.NotSame(t, contexts[1], targets[1].contexts[0])
+}
+
+func TestPartitionWriterIDsSeparateAliasesOfSamePhysicalTable(t *testing.T) {
+	first := &partitionUpdateTarget{writerIDs: make(map[uint64]uint64)}
+	second := &partitionUpdateTarget{writerIDs: make(map[uint64]uint64)}
+	op := &PartitionMultiUpdate{}
+
+	firstID := op.writerID(first, 100)
+	require.Equal(t, firstID, op.writerID(first, 100))
+	require.NotEqual(t, firstID, op.writerID(second, 100))
+}
+
 func TestNewPartitionMultiUpdateFrom(t *testing.T) {
 	ps := &PartitionMultiUpdate{
-		raw:     &MultiUpdate{RejectZeroTemporal: true},
-		tableID: 1,
+		raw: &MultiUpdate{RejectZeroTemporal: true},
 	}
 	op := NewPartitionMultiUpdateFrom(ps)
 	require.Equal(t, ps.raw.MultiUpdateCtx, op.(*PartitionMultiUpdate).raw.MultiUpdateCtx)
@@ -59,7 +146,6 @@ func TestNewPartitionMultiUpdateFrom(t *testing.T) {
 	require.Equal(t, ps.raw.IsOnduplicateKeyUpdate, op.(*PartitionMultiUpdate).raw.IsOnduplicateKeyUpdate)
 	require.Equal(t, ps.raw.Engine, op.(*PartitionMultiUpdate).raw.Engine)
 	require.Equal(t, ps.raw.RejectZeroTemporal, op.(*PartitionMultiUpdate).raw.RejectZeroTemporal)
-	require.Equal(t, ps.tableID, op.(*PartitionMultiUpdate).tableID)
 }
 
 func TestPartitionMultiUpdateSetRejectZeroTemporalUpdatesWriters(t *testing.T) {
@@ -77,6 +163,27 @@ func TestPartitionMultiUpdateSetRejectZeroTemporalUpdatesWriters(t *testing.T) {
 	require.True(t, free.rejectZeroTemporal)
 }
 
+func TestPartitionMultiUpdateResetRebuildsRawContextMetadata(t *testing.T) {
+	proc := testutil.NewProcess(t)
+	original := &MultiUpdateCtx{TableDef: &plan.TableDef{Name: "logical"}}
+	raw := &MultiUpdate{
+		MultiUpdateCtx: []*MultiUpdateCtx{original},
+		ctr: container{updateCtxInfos: map[string]*updateCtxInfo{
+			"physical_partition": {},
+		}},
+	}
+	op := &PartitionMultiUpdate{
+		raw:         raw,
+		rawContexts: []*MultiUpdateCtx{original},
+	}
+
+	op.Reset(proc, false, nil)
+
+	require.Same(t, original, raw.MultiUpdateCtx[0])
+	require.Contains(t, raw.ctr.updateCtxInfos, "logical")
+	require.NotContains(t, raw.ctr.updateCtxInfos, "physical_partition")
+}
+
 func TestAddInsertAffectRows(t *testing.T) {
 	tests := []struct {
 		name       string
@@ -252,11 +359,13 @@ func TestDeleteAffectedRows(t *testing.T) {
 // PartitionCols and keeps nested objects independent.
 func TestMultiUpdateCtxClonePartitionCols(t *testing.T) {
 	original := &MultiUpdateCtx{
-		InsertCols:    []int{1, 2, 3},
-		DeleteCols:    []int{4, 5},
-		PartitionCols: []int{6, 7, 8, 9},
-		ObjRef:        &plan.ObjectRef{SchemaName: "test", ObjName: "t1"},
-		TableDef:      &plan.TableDef{Name: "t1"},
+		InsertCols:         []int{1, 2, 3},
+		DeleteCols:         []int{4, 5},
+		PartitionCols:      []int{6, 7, 8, 9},
+		DedupByTargetRowID: true,
+		TargetUpdateCtxIdx: 10,
+		ObjRef:             &plan.ObjectRef{SchemaName: "test", ObjName: "t1"},
+		TableDef:           &plan.TableDef{Name: "t1"},
 	}
 
 	cloned := original.clone()
@@ -267,6 +376,8 @@ func TestMultiUpdateCtxClonePartitionCols(t *testing.T) {
 		"PartitionCols should not be DeleteCols")
 	require.Equal(t, original.InsertCols, cloned.InsertCols)
 	require.Equal(t, original.DeleteCols, cloned.DeleteCols)
+	require.True(t, cloned.DedupByTargetRowID)
+	require.Equal(t, original.TargetUpdateCtxIdx, cloned.TargetUpdateCtxIdx)
 	require.Equal(t, original.ObjRef.SchemaName, cloned.ObjRef.SchemaName)
 	require.Equal(t, original.TableDef.Name, cloned.TableDef.Name)
 	require.NotSame(t, original.ObjRef, cloned.ObjRef)
diff --git a/pkg/sql/colexec/multi_update/s3writer_delegate.go b/pkg/sql/colexec/multi_update/s3writer_delegate.go
index 91d6a534776fa..fbfd6785ec6cd 100644
--- a/pkg/sql/colexec/multi_update/s3writer_delegate.go
+++ b/pkg/sql/colexec/multi_update/s3writer_delegate.go
@@ -21,6 +21,7 @@ import (
 	"strings"
 
 	"github.com/matrixorigin/matrixone/pkg/catalog"
+	"github.com/matrixorigin/matrixone/pkg/common/hashmap"
 	"github.com/matrixorigin/matrixone/pkg/common/moerr"
 	"github.com/matrixorigin/matrixone/pkg/common/mpool"
 	"github.com/matrixorigin/matrixone/pkg/common/rscthrottler"
@@ -113,8 +114,11 @@ type s3WriterDelegate struct {
 	batchSize      uint64
 	flushThreshold uint64
 
-	checkSizeCols []int
-	buf           bytes.Buffer
+	checkSizeCols   []int
+	buf             bytes.Buffer
+	addAffectedRows func(uint64)
+	seenTargetRows  map[uint64]*hashmap.StrHashMap
+	admitSeenGrowth func(int64) error
 
 	memController struct {
 		grantedSize int64
@@ -145,6 +149,9 @@ func newS3Writer(
 		insertFreeLists:     make([]*containers.BatchFreeList, tableCount),
 		isRemote:            update.IsRemote,
 		rejectZeroTemporal:  update.RejectZeroTemporal,
+		addAffectedRows:     update.addAffectedRowsFunc,
+		seenTargetRows:      update.ctr.seenTargetRows,
+		admitSeenGrowth:     update.admitSeenTargetRowsGrowth,
 	}
 	for i := range writer.insertFreeLists {
 		writer.insertFreeLists[i] = containers.NewBatchFreeList(nil, nil, true)
@@ -158,12 +165,7 @@ func newS3Writer(
 
 	faultInjected := false
 
-	mainIdx := 0
-	for i, updateCtx := range update.MultiUpdateCtx {
-		if update.ctr.updateCtxInfos[updateCtx.TableDef.Name].tableType == UpdateMainTable {
-			mainIdx = i
-		}
-
+	for _, updateCtx := range update.MultiUpdateCtx {
 		if !faultInjected {
 			faultInjected, _ = objectio.LogCNFlushSmallObjsInjected(
 				updateCtx.TableDef.DbName, updateCtx.TableDef.Name,
@@ -180,28 +182,47 @@ func newS3Writer(
 		threshold = colexec.FaultInjectedS3Threshold
 	}
 
-	upCtx := writer.updateCtxs[mainIdx]
-	if len(upCtx.DeleteCols) > 0 && len(upCtx.InsertCols) > 0 {
-		//update
-		writer.action = actionUpdate
-		writer.flushThreshold = threshold
-		writer.checkSizeCols = append(writer.checkSizeCols, upCtx.InsertCols...)
-		writer.checkSizeCols = append(writer.checkSizeCols, upCtx.DeleteCols...)
-	} else if len(upCtx.InsertCols) > 0 {
-		//insert
-		writer.action = actionInsert
-		writer.flushThreshold = threshold
-		writer.checkSizeCols = append(writer.checkSizeCols, upCtx.InsertCols...)
-	} else {
-		//delete
-		writer.action = actionDelete
+	writer.action = s3WriterAction(writer.updateCtxs)
+	if writer.action == actionDelete {
 		writer.flushThreshold = DeleteWriteS3Threshold
-		writer.checkSizeCols = append(writer.checkSizeCols, upCtx.DeleteCols...)
+	} else {
+		writer.flushThreshold = threshold
 	}
+	writer.checkSizeCols = retainedS3InputCols(writer.updateCtxs, writer.action)
 
 	return writer, nil
 }
 
+func s3WriterAction(updateCtxs []*MultiUpdateCtx) actionType {
+	hasInsert := false
+	hasDelete := false
+	for _, updateCtx := range updateCtxs {
+		hasInsert = hasInsert || len(updateCtx.InsertCols) > 0
+		hasDelete = hasDelete || len(updateCtx.DeleteCols) > 0
+	}
+	if hasInsert && hasDelete {
+		return actionUpdate
+	}
+	if hasInsert {
+		return actionInsert
+	}
+	return actionDelete
+}
+
+func retainedS3InputCols(updateCtxs []*MultiUpdateCtx, action actionType) []int {
+	var cols []int
+	for _, updateCtx := range updateCtxs {
+		if action != actionDelete {
+			cols = append(cols, updateCtx.InsertCols...)
+		}
+		if action != actionInsert && len(updateCtx.DeleteCols) > 0 {
+			deleteColCount := min(2, len(updateCtx.DeleteCols))
+			cols = append(cols, updateCtx.DeleteCols[:deleteColCount]...)
+		}
+	}
+	return cols
+}
+
 // ensureInsertSinkers lazily creates persistent per-table insert sinkers
 // on first call. Requires proc for Mp() and fileservice.
 func (writer *s3WriterDelegate) ensureInsertSinkers(proc *process.Process) error {
@@ -260,6 +281,42 @@ func (writer *s3WriterDelegate) append(
 	}
 
 	mp := proc.Mp()
+	seenSizeBefore := writer.seenTargetRowsSize()
+	targetBatches := make(map[int]*batch.Batch)
+	defer func() {
+		for _, targetBatch := range targetBatches {
+			if targetBatch != inBatch {
+				targetBatch.Clean(mp)
+			}
+		}
+	}()
+	contextBatches := make([]*batch.Batch, len(writer.updateCtxs))
+	for i, updateCtx := range writer.updateCtxs {
+		targetIdx := updateCtx.TargetUpdateCtxIdx
+		if targetIdx < 0 || targetIdx >= len(writer.updateCtxs) {
+			return moerr.NewInternalError(proc.Ctx, "invalid multi-target update context index")
+		}
+		targetBatch, ok := targetBatches[targetIdx]
+		if !ok {
+			var duplicateRows uint64
+			targetBatch, _, duplicateRows, err = filterTargetRows(
+				proc,
+				writer.updateCtxs[targetIdx],
+				inBatch,
+				writer.seenTargetRows[targetTableID(writer.updateCtxs[targetIdx])],
+			)
+			if err != nil {
+				return err
+			}
+			writer.addAffectedRows(duplicateRows)
+			targetBatches[targetIdx] = targetBatch
+		}
+		contextBatches[i] = targetBatch
+	}
+	seenIncrement := writer.seenTargetRowsSize() - seenSizeBefore
+	if err = writer.admitSeenGrowth(seenIncrement); err != nil {
+		return err
+	}
 
 	// Route insert columns directly to per-table sinkers (no clone).
 	// Auto-spill S3 writes during Write use proc.Ctx; perfcounter tracking
@@ -268,8 +325,12 @@ func (writer *s3WriterDelegate) append(
 		if len(updateCtx.InsertCols) == 0 || writer.insertSinkers[i] == nil {
 			continue
 		}
+		contextBatch := contextBatches[i]
+		if contextBatch.RowCount() == 0 {
+			continue
+		}
 		insertAttrs := writer.updateCtxInfos[updateCtx.TableDef.Name].insertAttrs
-		projBat := inBatch.SelectColumns(updateCtx.InsertCols, insertAttrs)
+		projBat := contextBatch.SelectColumns(updateCtx.InsertCols, insertAttrs)
 
 		tableType := writer.updateCtxInfos[updateCtx.TableDef.Name].tableType
 
@@ -303,7 +364,7 @@ func (writer *s3WriterDelegate) append(
 				for insertIdx, inputIdx := range updateCtx.InsertCols {
 					col := updateCtx.TableDef.Cols[insertIdx]
 					if col.Default != nil && !col.Default.NullAbility && !strings.HasPrefix(col.Name, catalog.PrefixCBColName) {
-						if inBatch.Vecs[inputIdx].HasNull() {
+						if contextBatch.Vecs[inputIdx].HasNull() {
 							return moerr.NewConstraintViolation(proc.Ctx, fmt.Sprintf("Column '%s' cannot be null", col.Name))
 						}
 					}
@@ -367,10 +428,14 @@ func (writer *s3WriterDelegate) append(
 		if len(updateCtx.DeleteCols) == 0 {
 			continue
 		}
+		contextBatch := contextBatches[i]
+		if contextBatch.RowCount() == 0 {
+			continue
+		}
 		if writer.deleteBatches[i] == nil {
 			writer.deleteBatches[i] = batch.NewBatchSet(objectio.BlockMaxRows)
 		}
-		projBat := inBatch.SelectColumns(updateCtx.DeleteCols, DeleteBatchAttrs)
+		projBat := contextBatch.SelectColumns(updateCtx.DeleteCols[:2], DeleteBatchAttrs)
 		if _, err = writer.deleteBatches[i].Extend(mp, projBat, nil); err != nil {
 			return
 		}
@@ -403,6 +468,14 @@ func (writer *s3WriterDelegate) append(
 	return
 }
 
+func (writer *s3WriterDelegate) seenTargetRowsSize() int64 {
+	var size int64
+	for _, seen := range writer.seenTargetRows {
+		size += seen.Size()
+	}
+	return size
+}
+
 func checkMainTableNotNull(proc *process.Process, updateCtx *MultiUpdateCtx, bat *batch.Batch) error {
 	for insertIdx := range updateCtx.InsertCols {
 		col := updateCtx.TableDef.Cols[insertIdx]
diff --git a/pkg/sql/colexec/multi_update/types.go b/pkg/sql/colexec/multi_update/types.go
index 9828987e9a784..1f319916792eb 100644
--- a/pkg/sql/colexec/multi_update/types.go
+++ b/pkg/sql/colexec/multi_update/types.go
@@ -15,8 +15,12 @@
 package multi_update
 
 import (
+	"github.com/matrixorigin/matrixone/pkg/common/hashmap"
+	"github.com/matrixorigin/matrixone/pkg/common/mpool"
 	"github.com/matrixorigin/matrixone/pkg/common/reuse"
+	"github.com/matrixorigin/matrixone/pkg/common/rscthrottler"
 	"github.com/matrixorigin/matrixone/pkg/container/batch"
+	"github.com/matrixorigin/matrixone/pkg/container/hashtable"
 	"github.com/matrixorigin/matrixone/pkg/sql/plan"
 	"github.com/matrixorigin/matrixone/pkg/vm"
 	"github.com/matrixorigin/matrixone/pkg/vm/engine"
@@ -27,6 +31,14 @@ var _ vm.Operator = new(MultiUpdate)
 
 const opName = "MultiUpdate"
 
+const multiUpdateAllocationOwner mpool.AllocationOwner = 1
+
+const (
+	multiUpdateAllocationSiteHashCell mpool.AllocationSite = iota + 1
+	multiUpdateAllocationSiteHashDescriptor
+	multiUpdateAllocationSiteHashIterator
+)
+
 type UpdateAction int
 
 const (
@@ -82,9 +94,70 @@ type MultiUpdate struct {
 	getFlushableS3WriterFunc func() *s3WriterDelegate
 	addAffectedRowsFunc      func(uint64)
 
+	allocationAccount  *mpool.AllocationAccount
+	mapAllocation      *hashtable.AllocationAccountSelection
+	iteratorAllocation *hashmap.IteratorAllocation
+
 	vm.OperatorBase
 }
 
+func (update *MultiUpdate) SetAllocationAccount(account *mpool.AllocationAccount) error {
+	if account == nil {
+		return mpool.ErrAllocationAccountInvalid
+	}
+	if update.allocationAccount != nil {
+		if update.allocationAccount == account {
+			return nil
+		}
+		return mpool.ErrAllocationAccountMismatch
+	}
+	selection, err := hashtable.NewAllocationAccountSelection(
+		account,
+		multiUpdateAllocationOwner,
+		multiUpdateAllocationSiteHashCell,
+		multiUpdateAllocationSiteHashDescriptor,
+	)
+	if err != nil {
+		return err
+	}
+	iteratorAllocation, err := hashmap.NewIteratorAllocation(
+		account,
+		multiUpdateAllocationOwner,
+		multiUpdateAllocationSiteHashIterator,
+	)
+	if err != nil {
+		return err
+	}
+	update.allocationAccount = account
+	update.mapAllocation = selection
+	update.iteratorAllocation = iteratorAllocation
+	return nil
+}
+
+func (update *MultiUpdate) ClearAllocationAccount(account *mpool.AllocationAccount) error {
+	if update.allocationAccount == nil {
+		return nil
+	}
+	if update.allocationAccount != account {
+		return mpool.ErrAllocationAccountMismatch
+	}
+	if len(update.ctr.seenTargetRows) != 0 {
+		return mpool.ErrAllocationAccountInvariant
+	}
+	update.allocationAccount = nil
+	update.mapAllocation = nil
+	update.iteratorAllocation = nil
+	return nil
+}
+
+// MultiUpdate participates in an allocation generation when another operator
+// (normally the join feeding a multi-target UPDATE) activates it. It must not
+// activate the statement-wide lifecycle by itself because ordinary single-
+// table writes do not need the physical-target deduplication map.
+func (update *MultiUpdate) ActivatesAllocationAccountLifecycle() bool {
+	return false
+}
+
 type updateCtxInfo struct {
 	Source       engine.Relation
 	tableType    UpdateTableType
@@ -105,6 +178,10 @@ type container struct {
 
 	insertBuf []*batch.Batch
 	deleteBuf []*batch.Batch
+
+	seenTargetRows map[uint64]*hashmap.StrHashMap
+	seenRowsGrant  int64
+	seenRowsRSC    rscthrottler.RSCThrottler
 }
 
 type MultiUpdateCtx struct {
@@ -118,6 +195,14 @@ type MultiUpdateCtx struct {
 	// used with SkipInsertOnNullPk for REPLACE delete-only rows.
 	InsertPkColIdx     int
 	IgnoreAffectedRows bool
+	// DedupByTargetRowID makes this context consume only the whole input row
+	// selected for its physical target row. The planner supplies an independent
+	// row_number() partition for every updated target table.
+	DedupByTargetRowID bool
+	TargetUpdateCtxIdx int
+	// TargetTableID stays logical when a partition wrapper replaces TableDef
+	// with a physical partition definition.
+	TargetTableID uint64
 }
 
 func (update MultiUpdate) TypeName() string {
@@ -160,7 +245,7 @@ func (update *MultiUpdate) Reset(proc *process.Process, pipelineFailed bool, err
 	if update.ctr.s3Writer != nil {
 		update.ctr.s3Writer.reset(proc)
 	}
-
+	update.freeSeenTargetRows()
 	update.ctr.state = vm.Build
 }
 
@@ -184,11 +269,24 @@ func (update *MultiUpdate) Free(proc *process.Process, pipelineFailed bool, err
 		update.ctr.s3Writer.free(proc)
 		update.ctr.s3Writer = nil
 	}
+	update.freeSeenTargetRows()
 
 	update.ctr.updateCtxInfos = nil
 	update.ctr.sources = nil
 }
 
+func (update *MultiUpdate) freeSeenTargetRows() {
+	if update.ctr.seenRowsGrant > 0 {
+		update.ctr.seenRowsRSC.Release(update.ctr.seenRowsGrant)
+		update.ctr.seenRowsGrant = 0
+	}
+	update.ctr.seenRowsRSC = nil
+	for _, seen := range update.ctr.seenTargetRows {
+		seen.Free()
+	}
+	update.ctr.seenTargetRows = nil
+}
+
 func (update *MultiUpdate) ExecProjection(proc *process.Process, input *batch.Batch) (*batch.Batch, error) {
 	return input, nil
 }
diff --git a/pkg/sql/colexec/multi_update/update_test.go b/pkg/sql/colexec/multi_update/update_test.go
index 6451b1954dd9f..be874ca5f9bf3 100644
--- a/pkg/sql/colexec/multi_update/update_test.go
+++ b/pkg/sql/colexec/multi_update/update_test.go
@@ -20,8 +20,10 @@ import (
 	"testing"
 
 	"github.com/matrixorigin/matrixone/pkg/catalog"
+	"github.com/matrixorigin/matrixone/pkg/common/hashmap"
 	"github.com/matrixorigin/matrixone/pkg/common/mpool"
 	"github.com/matrixorigin/matrixone/pkg/container/batch"
+	"github.com/matrixorigin/matrixone/pkg/container/hashtable"
 	"github.com/matrixorigin/matrixone/pkg/container/types"
 	"github.com/matrixorigin/matrixone/pkg/container/vector"
 	"github.com/matrixorigin/matrixone/pkg/sql/colexec"
@@ -64,6 +66,390 @@ func TestUpdateTableWithUniqueKey(t *testing.T) {
 	runTestCases(t, proc, []*testCase{case1})
 }
 
+func TestFilterTargetRowsKeepsIndependentWholeRows(t *testing.T) {
+	proc := testutil.NewProcess(t)
+	mp := proc.Mp()
+
+	bat := batch.NewWithSize(5)
+	bat.Vecs[0] = testutil.MakeRowIdVector(
+		[]types.Rowid{
+			types.BuildTestRowid(1, 1),
+			types.BuildTestRowid(1, 1),
+			types.BuildTestRowid(1, 2),
+			types.BuildTestRowid(1, 3),
+		},
+		[]uint64{3},
+		mp,
+	)
+	bat.Vecs[1] = testutil.NewInt64Vector(
+		4,
+		types.T_int64.ToType(),
+		mp,
+		false,
+		nil,
+		[]int64{1, 2, 1, 1},
+	)
+	bat.Vecs[2] = testutil.MakeRowIdVector(
+		[]types.Rowid{
+			types.BuildTestRowid(2, 1),
+			types.BuildTestRowid(2, 2),
+			types.BuildTestRowid(2, 2),
+			types.BuildTestRowid(2, 3),
+		},
+		nil,
+		mp,
+	)
+	bat.Vecs[3] = testutil.NewInt64Vector(
+		4,
+		types.T_int64.ToType(),
+		mp,
+		false,
+		nil,
+		[]int64{1, 1, 2, 1},
+	)
+	bat.Vecs[4] = testutil.NewInt32Vector(
+		4,
+		types.T_int32.ToType(),
+		mp,
+		false,
+		nil,
+		[]int32{10, 20, 30, 40},
+	)
+	bat.SetRowCount(4)
+	defer bat.Clean(mp)
+
+	first, clean, duplicateRows, err := filterTargetRows(proc, &MultiUpdateCtx{
+		TableDef:           &plan.TableDef{TblId: 1},
+		DedupByTargetRowID: true,
+		DeleteCols:         []int{0, 4, 1},
+	}, bat, nil)
+	require.NoError(t, err)
+	require.True(t, clean)
+	require.Zero(t, duplicateRows)
+	defer first.Clean(mp)
+	require.Equal(t, []int32{10, 30}, vector.MustFixedColWithTypeCheck[int32](first.Vecs[4]))
+
+	second, clean, duplicateRows, err := filterTargetRows(proc, &MultiUpdateCtx{
+		TableDef:           &plan.TableDef{TblId: 2},
+		DedupByTargetRowID: true,
+		DeleteCols:         []int{2, 4, 3},
+	}, bat, nil)
+	require.NoError(t, err)
+	require.True(t, clean)
+	require.Zero(t, duplicateRows)
+	defer second.Clean(mp)
+	require.Equal(t, []int32{10, 20, 40}, vector.MustFixedColWithTypeCheck[int32](second.Vecs[4]))
+}
+
+func TestFilterTargetRowsDedupsAliasesAcrossBatchesWithAccountedHashMap(t *testing.T) {
+	proc := testutil.NewProcess(t)
+	mp := proc.Mp()
+	rowID1 := types.BuildTestRowid(1, 1)
+	rowID2 := types.BuildTestRowid(1, 2)
+	makeBatch := func() *batch.Batch {
+		bat := batch.NewWithSize(3)
+		bat.Vecs[0] = testutil.MakeRowIdVector([]types.Rowid{rowID1, rowID2}, nil, mp)
+		bat.Vecs[1] = testutil.NewInt64Vector(
+			2,
+			types.T_int64.ToType(),
+			mp,
+			false,
+			nil,
+			[]int64{1, 1},
+		)
+		bat.Vecs[2] = testutil.NewInt32Vector(
+			2,
+			types.T_int32.ToType(),
+			mp,
+			false,
+			nil,
+			[]int32{10, 20},
+		)
+		bat.SetRowCount(2)
+		return bat
+	}
+	updateCtx := &MultiUpdateCtx{
+		TableDef:           &plan.TableDef{TblId: 42},
+		DedupByTargetRowID: true,
+		DeleteCols:         []int{0, 2, 1},
+	}
+	registry, err := mpool.NewAllocationAccountRegistry(1, 16)
+	require.NoError(t, err)
+	account, err := registry.Open(1 << 20)
+	require.NoError(t, err)
+	selection, err := hashtable.NewAllocationAccountSelection(
+		account,
+		multiUpdateAllocationOwner,
+		multiUpdateAllocationSiteHashCell,
+		multiUpdateAllocationSiteHashDescriptor,
+	)
+	require.NoError(t, err)
+	iteratorAllocation, err := hashmap.NewIteratorAllocation(
+		account,
+		multiUpdateAllocationOwner,
+		multiUpdateAllocationSiteHashIterator,
+	)
+	require.NoError(t, err)
+	seen, err := hashmap.NewStrHashMapWithAllocations(
+		false,
+		mp,
+		selection,
+		iteratorAllocation,
+	)
+	require.NoError(t, err)
+	defer seen.Free()
+
+	firstInput := makeBatch()
+	defer firstInput.Clean(mp)
+	first, clean, duplicateRows, err := filterTargetRows(proc, updateCtx, firstInput, seen)
+	require.NoError(t, err)
+	require.True(t, clean)
+	defer first.Clean(mp)
+	require.Equal(t, 2, first.RowCount())
+	require.Zero(t, duplicateRows)
+
+	secondInput := makeBatch()
+	defer secondInput.Clean(mp)
+	second, clean, duplicateRows, err := filterTargetRows(proc, updateCtx, secondInput, seen)
+	require.NoError(t, err)
+	require.True(t, clean)
+	defer second.Clean(mp)
+	require.Zero(t, second.RowCount())
+	require.Equal(t, uint64(2), duplicateRows)
+	require.Positive(t, seen.Size())
+}
+
+func TestFilterTargetRowsSkipsInactivePhysicalTargetBranch(t *testing.T) {
+	proc := testutil.NewProcess(t)
+	mp := proc.Mp()
+
+	bat := batch.NewWithSize(4)
+	bat.Vecs[0] = testutil.MakeRowIdVector(
+		[]types.Rowid{
+			types.BuildTestRowid(1, 1),
+			types.BuildTestRowid(1, 2),
+			types.BuildTestRowid(1, 3),
+		},
+		nil,
+		mp,
+	)
+	bat.Vecs[1] = testutil.NewInt64Vector(
+		3,
+		types.T_int64.ToType(),
+		mp,
+		false,
+		nil,
+		[]int64{1, 1, 2},
+	)
+	bat.Vecs[2] = testutil.NewBoolVector(
+		3,
+		types.T_bool.ToType(),
+		mp,
+		false,
+		nil,
+		[]bool{false, true, true},
+	)
+	bat.Vecs[3] = testutil.NewInt32Vector(
+		3,
+		types.T_int32.ToType(),
+		mp,
+		false,
+		nil,
+		[]int32{10, 20, 30},
+	)
+	bat.SetRowCount(3)
+	defer bat.Clean(mp)
+
+	filtered, clean, duplicateRows, err := filterTargetRows(proc, &MultiUpdateCtx{
+		TableDef:           &plan.TableDef{TblId: 42},
+		DedupByTargetRowID: true,
+		DeleteCols:         []int{0, 3, 1, 2},
+	}, bat, nil)
+	require.NoError(t, err)
+	require.True(t, clean)
+	require.Zero(t, duplicateRows)
+	defer filtered.Clean(mp)
+	require.Equal(t, []int32{20}, vector.MustFixedColWithTypeCheck[int32](filtered.Vecs[3]))
+}
+
+func TestFilterTargetRowsReadsConstantActiveSelectorLogically(t *testing.T) {
+	proc := testutil.NewProcess(t)
+	mp := proc.Mp()
+
+	bat := batch.NewWithSize(4)
+	bat.Vecs[0] = testutil.MakeRowIdVector(
+		[]types.Rowid{
+			types.BuildTestRowid(1, 1),
+			types.BuildTestRowid(1, 2),
+			types.BuildTestRowid(1, 3),
+		},
+		nil,
+		mp,
+	)
+	bat.Vecs[1] = testutil.NewInt64Vector(
+		3,
+		types.T_int64.ToType(),
+		mp,
+		false,
+		nil,
+		[]int64{1, 1, 1},
+	)
+	active, err := vector.NewConstFixed(types.T_bool.ToType(), true, 3, mp)
+	require.NoError(t, err)
+	bat.Vecs[2] = active
+	bat.Vecs[3] = testutil.NewInt32Vector(
+		3,
+		types.T_int32.ToType(),
+		mp,
+		false,
+		nil,
+		[]int32{10, 20, 30},
+	)
+	bat.SetRowCount(3)
+	defer bat.Clean(mp)
+
+	filtered, clean, duplicateRows, err := filterTargetRows(proc, &MultiUpdateCtx{
+		TableDef:           &plan.TableDef{TblId: 42},
+		DedupByTargetRowID: true,
+		DeleteCols:         []int{0, 3, 1, 2},
+	}, bat, nil)
+	require.NoError(t, err)
+	require.True(t, clean)
+	require.Zero(t, duplicateRows)
+	defer filtered.Clean(mp)
+	require.Equal(t, []int32{10, 20, 30}, vector.MustFixedColWithTypeCheck[int32](filtered.Vecs[3]))
+}
+
+type testSeenRowsThrottler struct {
+	available int64
+	acquired  int64
+	released  int64
+}
+
+func (m *testSeenRowsThrottler) Refresh()    {}
+func (m *testSeenRowsThrottler) PrintUsage() {}
+func (m *testSeenRowsThrottler) Available() int64 {
+	return m.available
+}
+func (m *testSeenRowsThrottler) Acquire(size int64) (int64, bool) {
+	if size > m.available {
+		return m.available, false
+	}
+	m.available -= size
+	m.acquired += size
+	return m.available, true
+}
+func (m *testSeenRowsThrottler) Release(size int64) int64 {
+	m.available += size
+	m.released += size
+	return m.available
+}
+
+func TestSeenTargetRowsGrowthUsesS3MemoryAdmission(t *testing.T) {
+	throttler := &testSeenRowsThrottler{available: 128}
+	update := &MultiUpdate{}
+	update.ctr.seenRowsRSC = throttler
+
+	require.NoError(t, update.admitSeenTargetRowsGrowth(96))
+	require.Equal(t, int64(96), update.ctr.seenRowsGrant)
+	require.Equal(t, int64(96), throttler.acquired)
+	require.Error(t, update.admitSeenTargetRowsGrowth(64))
+	require.Equal(t, int64(96), update.ctr.seenRowsGrant)
+
+	update.freeSeenTargetRows()
+	require.Equal(t, int64(96), throttler.released)
+	require.Zero(t, update.ctr.seenRowsGrant)
+	require.Nil(t, update.ctr.seenRowsRSC)
+}
+
+func TestRetainedS3InputColsCountsEveryContextCopy(t *testing.T) {
+	updateCtxs := []*MultiUpdateCtx{
+		{
+			InsertCols: []int{0, 1, 2},
+			DeleteCols: []int{3, 4, 9},
+		},
+		{
+			InsertCols: []int{0, 5},
+			DeleteCols: []int{6, 7},
+		},
+		{
+			InsertCols: []int{8, 2},
+			DeleteCols: []int{10, 11},
+		},
+	}
+
+	require.Equal(
+		t,
+		[]int{0, 1, 2, 3, 4, 0, 5, 6, 7, 8, 2, 10, 11},
+		retainedS3InputCols(updateCtxs, actionUpdate),
+	)
+	require.Equal(
+		t,
+		[]int{0, 1, 2, 0, 5, 8, 2},
+		retainedS3InputCols(updateCtxs, actionInsert),
+	)
+	require.Equal(
+		t,
+		[]int{3, 4, 6, 7, 10, 11},
+		retainedS3InputCols(updateCtxs, actionDelete),
+	)
+}
+
+func TestS3WriterActionDoesNotRequireMainTableContext(t *testing.T) {
+	tests := []struct {
+		name       string
+		updateCtxs []*MultiUpdateCtx
+		want       actionType
+	}{
+		{
+			name: "index backfill insert",
+			updateCtxs: []*MultiUpdateCtx{
+				{InsertCols: []int{0, 1}},
+				{InsertCols: []int{2, 3}},
+			},
+			want: actionInsert,
+		},
+		{
+			name:       "delete only",
+			updateCtxs: []*MultiUpdateCtx{{DeleteCols: []int{0, 1}}},
+			want:       actionDelete,
+		},
+		{
+			name: "mixed contexts",
+			updateCtxs: []*MultiUpdateCtx{
+				{InsertCols: []int{0, 1}},
+				{DeleteCols: []int{2, 3}},
+			},
+			want: actionUpdate,
+		},
+	}
+
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			require.Equal(t, test.want, s3WriterAction(test.updateCtxs))
+		})
+	}
+}
+
+func TestNewS3WriterAllowsIndexOnlyContext(t *testing.T) {
+	_, _, proc := prepareTestCtx(t, false)
+	objRef, tableDef := getTestSecondaryIndexTable("index_backfill")
+	updateCtx := &MultiUpdateCtx{
+		ObjRef:     objRef,
+		TableDef:   tableDef,
+		InsertCols: []int{0, 1},
+	}
+	update := &MultiUpdate{MultiUpdateCtx: []*MultiUpdateCtx{updateCtx}}
+	update.resetMultiUpdateCtxs()
+
+	writer, err := newS3Writer(proc.GetService(), update)
+	require.NoError(t, err)
+	require.Equal(t, actionInsert, writer.action)
+	require.Equal(t, InsertWriteS3Threshold, writer.flushThreshold)
+	require.Equal(t, []int{0, 1}, writer.checkSizeCols)
+	require.NoError(t, writer.free(proc))
+}
+
 // update table s3
 func TestUpdateS3SingleTable(t *testing.T) {
 	hasUniqueKey := false
diff --git a/pkg/sql/compile/operator.go b/pkg/sql/compile/operator.go
index d5bc668b125fd..701c28df401e1 100644
--- a/pkg/sql/compile/operator.go
+++ b/pkg/sql/compile/operator.go
@@ -917,19 +917,32 @@ func constructMultiUpdate(
 			SkipInsertOnNullPk: updateCtx.SkipInsertOnNullPk,
 			InsertPkColIdx:     int(updateCtx.InsertPkColIdx),
 			IgnoreAffectedRows: updateCtx.IgnoreAffectedRows,
+			DedupByTargetRowID: updateCtx.DedupByTargetRowId,
+			TargetUpdateCtxIdx: int(updateCtx.TargetUpdateCtxIdx),
+			TargetTableID:      updateCtx.TableDef.TblId,
 		}
 	}
 	arg.Action = action
 
 	ps := proc.GetPartitionService()
-	if !ps.Enabled() || !features.IsPartitioned(node.UpdateCtxList[0].TableDef.FeatureFlag) {
+	if !ps.Enabled() {
 		return arg, nil
 	}
+	if !hasPartitionedUpdateTarget(node.UpdateCtxList) {
+		return arg, nil
+	}
+
+	return multi_update.NewPartitionMultiUpdate(arg), nil
+}
 
-	return multi_update.NewPartitionMultiUpdate(
-		arg,
-		node.UpdateCtxList[0].TableDef.TblId,
-	), nil
+func hasPartitionedUpdateTarget(contexts []*plan.UpdateCtx) bool {
+	for _, updateCtx := range contexts {
+		if !features.IsIndexTable(updateCtx.TableDef.FeatureFlag) &&
+			features.IsPartitioned(updateCtx.TableDef.FeatureFlag) {
+			return true
+		}
+	}
+	return false
 }
 
 func constructInsert(
diff --git a/pkg/sql/compile/operator_test.go b/pkg/sql/compile/operator_test.go
index c7603e5666729..1817bf8ab1d01 100644
--- a/pkg/sql/compile/operator_test.go
+++ b/pkg/sql/compile/operator_test.go
@@ -41,6 +41,7 @@ import (
 	"github.com/matrixorigin/matrixone/pkg/sql/colexec/rightdedupjoin"
 	"github.com/matrixorigin/matrixone/pkg/sql/colexec/shuffle"
 	"github.com/matrixorigin/matrixone/pkg/sql/colexec/table_function"
+	"github.com/matrixorigin/matrixone/pkg/sql/features"
 	sqlmongodb "github.com/matrixorigin/matrixone/pkg/sql/mongodb"
 	plan2 "github.com/matrixorigin/matrixone/pkg/sql/plan"
 	"github.com/matrixorigin/matrixone/pkg/sql/plan/function"
@@ -261,13 +262,26 @@ func TestDupOperatorMergeOrder(t *testing.T) {
 
 func TestDupOperatorPartitionMultiUpdate(t *testing.T) {
 	innerOp := multi_update.NewArgument()
-	op := multi_update.NewPartitionMultiUpdate(innerOp, 1)
+	op := multi_update.NewPartitionMultiUpdate(innerOp)
 	result := dupOperator(op, 0, 1)
 	if result == nil {
 		t.Fatal("dupOperator returned nil for PartitionMultiUpdate")
 	}
 }
 
+func TestHasPartitionedUpdateTargetChecksEveryMainContext(t *testing.T) {
+	contexts := []*plan.UpdateCtx{
+		{TableDef: &plan.TableDef{TblId: 1}},
+		{TableDef: &plan.TableDef{TblId: 2, FeatureFlag: features.Partitioned}},
+		{TableDef: &plan.TableDef{TblId: 3, FeatureFlag: features.IndexTable}},
+	}
+	require.True(t, hasPartitionedUpdateTarget(contexts))
+
+	contexts[1].TableDef.FeatureFlag = 0
+	contexts[2].TableDef.FeatureFlag = features.Partitioned | features.IndexTable
+	require.False(t, hasPartitionedUpdateTarget(contexts))
+}
+
 func TestDupOperatorMultiUpdateCountDeleteAffectRows(t *testing.T) {
 	op := multi_update.NewArgument()
 	op.Action = multi_update.UpdateWriteTable
diff --git a/pkg/sql/compile/remoterun.go b/pkg/sql/compile/remoterun.go
index 93b9cc0a99738..8ee87e24a19f5 100644
--- a/pkg/sql/compile/remoterun.go
+++ b/pkg/sql/compile/remoterun.go
@@ -881,6 +881,8 @@ func convertToPipelineInstruction(op vm.Operator, proc *process.Process, ctx *sc
 				InsertPkColIdx:        int32(muCtx.InsertPkColIdx),
 				IgnoreAffectedRows:    muCtx.IgnoreAffectedRows,
 				CountDeleteAffectRows: t.CountDeleteAffectRows,
+				DedupByTargetRowId:    muCtx.DedupByTargetRowID,
+				TargetUpdateCtxIdx:    int32(muCtx.TargetUpdateCtxIdx),
 			}
 
 			updateCtxList[i].InsertCols = make([]plan.ColRef, len(muCtx.InsertCols))
@@ -1393,6 +1395,9 @@ func convertToVmOperator(opr *pipeline.Instruction, ctx *scopeContext, eng engin
 				SkipInsertOnNullPk: muCtx.SkipInsertOnNullPk,
 				InsertPkColIdx:     int(muCtx.InsertPkColIdx),
 				IgnoreAffectedRows: muCtx.IgnoreAffectedRows,
+				DedupByTargetRowID: muCtx.DedupByTargetRowId,
+				TargetUpdateCtxIdx: int(muCtx.TargetUpdateCtxIdx),
+				TargetTableID:      muCtx.TableDef.TblId,
 			}
 
 			arg.MultiUpdateCtx[i].InsertCols = make([]int, len(muCtx.InsertCols))
diff --git a/pkg/sql/compile/remoterun_test.go b/pkg/sql/compile/remoterun_test.go
index b862136d55ffc..bdeeb064f6a81 100644
--- a/pkg/sql/compile/remoterun_test.go
+++ b/pkg/sql/compile/remoterun_test.go
@@ -910,12 +910,14 @@ func Test_DMLOperatorSerializationRoundtrip(t *testing.T) {
 		op := &multi_update.MultiUpdate{
 			MultiUpdateCtx: []*multi_update.MultiUpdateCtx{
 				{
-					ObjRef:         &plan.ObjectRef{ObjName: "t1"},
-					TableDef:       &plan.TableDef{Name: "t1"},
-					InsertCols:     []int{0, 1, 2},
-					DeleteCols:     []int{3, 4},
-					PartitionCols:  []int{5, 6},
-					InsertPkColIdx: 1,
+					ObjRef:             &plan.ObjectRef{ObjName: "t1"},
+					TableDef:           &plan.TableDef{Name: "t1"},
+					InsertCols:         []int{0, 1, 2},
+					DeleteCols:         []int{3, 4, 8},
+					PartitionCols:      []int{5, 6},
+					InsertPkColIdx:     1,
+					DedupByTargetRowID: true,
+					TargetUpdateCtxIdx: 0,
 				},
 			},
 			Action: multi_update.UpdateWriteTable,
@@ -929,8 +931,10 @@ func Test_DMLOperatorSerializationRoundtrip(t *testing.T) {
 		restoredOp := restored.(*multi_update.MultiUpdate)
 		require.Equal(t, []int{5, 6}, restoredOp.MultiUpdateCtx[0].PartitionCols)
 		require.Equal(t, []int{0, 1, 2}, restoredOp.MultiUpdateCtx[0].InsertCols)
-		require.Equal(t, []int{3, 4}, restoredOp.MultiUpdateCtx[0].DeleteCols)
+		require.Equal(t, []int{3, 4, 8}, restoredOp.MultiUpdateCtx[0].DeleteCols)
 		require.Equal(t, 1, restoredOp.MultiUpdateCtx[0].InsertPkColIdx)
+		require.True(t, restoredOp.MultiUpdateCtx[0].DedupByTargetRowID)
+		require.Equal(t, 0, restoredOp.MultiUpdateCtx[0].TargetUpdateCtxIdx)
 		require.True(t, restoredOp.IsRemote)
 		require.False(t, restoredOp.CountDeleteAffectRows,
 			"CountDeleteAffectRows must stay false when the source op did not set it")
diff --git a/pkg/sql/plan/bind_insert.go b/pkg/sql/plan/bind_insert.go
index 00da6ecec2804..ec8d23af08090 100644
--- a/pkg/sql/plan/bind_insert.go
+++ b/pkg/sql/plan/bind_insert.go
@@ -858,10 +858,23 @@ func (builder *QueryBuilder) buildIrregularMasterDeleteByPk(bindCtx *BindContext
 // path uses (reduceSinkSinkScanNodes + tempOptimizeForDML). It is a no-op when the
 // table has no irregular indexes. Shared by the modern INSERT and LOAD paths.
 func (builder *QueryBuilder) finishIrregularIndexMaintenance(query *plan.Query, bindCtx *BindContext) error {
-	if len(builder.irregularMaintIndexes) == 0 {
+	if len(builder.irregularMaintIndexes) == 0 && len(builder.irregularUpdateMaints) == 0 {
 		return nil
 	}
-	if len(builder.irregularMaintIndexes) > 0 {
+	if len(builder.irregularUpdateMaints) > 0 {
+		for _, maint := range builder.irregularUpdateMaints {
+			builder.irregularMaintSourceStep = maint.sourceStep
+			builder.irregularMaintDeleteStep = maint.deleteStep
+			builder.irregularMaintDeletePkPos = maint.deletePkPos
+			builder.irregularMaintDeletePkTyp = maint.deletePkTyp
+			builder.irregularMaintIndexes = maint.indexes
+			builder.irregularMaintTableDef = maint.tableDef
+			builder.irregularMaintObjRef = maint.objRef
+			if err := builder.buildIrregularIndexMaintenance(bindCtx); err != nil {
+				return err
+			}
+		}
+	} else if len(builder.irregularMaintIndexes) > 0 {
 		if err := builder.buildIrregularIndexMaintenance(bindCtx); err != nil {
 			return err
 		}
diff --git a/pkg/sql/plan/bind_update.go b/pkg/sql/plan/bind_update.go
index 931b4a7a962e8..89d6d3721a244 100644
--- a/pkg/sql/plan/bind_update.go
+++ b/pkg/sql/plan/bind_update.go
@@ -17,6 +17,7 @@ package plan
 import (
 	"context"
 	"fmt"
+	"sort"
 	"strings"
 
 	"github.com/matrixorigin/matrixone/pkg/catalog"
@@ -96,6 +97,18 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 	); err != nil {
 		return 0, err
 	}
+	updatedTargetCount := 0
+	for i := range dmlCtx.aliases {
+		if len(dmlCtx.updateCol2Expr[i]) > 0 {
+			updatedTargetCount++
+		}
+	}
+	routeUnsupported := func(reason updatePlannerRouteReason, routeErr error) error {
+		if updatedTargetCount > 1 {
+			return newUpdatePlannerRouteError(updatePlannerRejected, reason, routeErr)
+		}
+		return newLegacyUpdatePlannerRouteError(reason, routeErr)
+	}
 	if stmt.HasReturning() {
 		if len(dmlCtx.tableDefs) != 1 {
 			return 0, returningNotSupported(builder, "multi-table UPDATE")
@@ -147,7 +160,7 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 			return 0, err
 		}
 		if legacyIrregularRoute {
-			return 0, newLegacyUpdatePlannerRouteError(
+			return 0, routeUnsupported(
 				updateRouteReasonIrregularIndex,
 				moerr.NewUnsupportedDML(builder.GetContext(), "update vector/full-text index"),
 			)
@@ -248,6 +261,27 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 
 	selectNode := builder.qry.Nodes[lastNodeID]
 	selectNodeTag := selectNode.BindingTags[0]
+	isMultiTargetUpdate := updatedTargetCount > 1
+	targetBranchActivePos := make([]int32, len(dmlCtx.aliases))
+	for i := range targetBranchActivePos {
+		targetBranchActivePos[i] = -1
+	}
+	if isMultiTargetUpdate {
+		for i := range dmlCtx.aliases {
+			if len(dmlCtx.updateCol2Expr[i]) == 0 {
+				continue
+			}
+			targetBranchActivePos[i] = int32(len(selectNode.ProjectList))
+			selectNode.ProjectList = append(
+				selectNode.ProjectList,
+				makePlan2BoolConstExprWithType(true),
+			)
+		}
+	}
+	targetRowNumberPos := make([]int32, len(dmlCtx.aliases))
+	for i := range targetRowNumberPos {
+		targetRowNumberPos[i] = -1
+	}
 
 	for i, alias := range dmlCtx.aliases {
 		if len(dmlCtx.updateCol2Expr[i]) == 0 {
@@ -324,7 +358,7 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 
 					oldPos := oldColName2Idx[alias+"."+col.Name]
 					newColName2Idx[alias+"."+col.Name] = oldPos
-					oldColName2Idx[alias+"."+col.Name] = int32(len(selectList))
+					oldColName2Idx[alias+"."+col.Name] = int32(len(selectNode.ProjectList))
 					selectNode.ProjectList = append(selectNode.ProjectList, selectNode.ProjectList[oldPos])
 					selectNode.ProjectList[oldPos] = newDefExpr
 				}
@@ -350,7 +384,47 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 
 	}
 
-	if stmt.From != nil && len(stmt.From.Tables) > 0 {
+	lastNodeID, selectNode, selectNodeTag, err = builder.mergeSamePhysicalTargetAssignments(
+		bindCtx,
+		lastNodeID,
+		selectNode,
+		selectNodeTag,
+		dmlCtx,
+		oldColName2Idx,
+		newColName2Idx,
+		targetBranchActivePos,
+	)
+	if err != nil {
+		return 0, err
+	}
+
+	if isMultiTargetUpdate {
+		for i, alias := range dmlCtx.aliases {
+			if len(dmlCtx.updateCol2Expr[i]) == 0 {
+				continue
+			}
+			rowIDPos, ok := oldColName2Idx[alias+"."+catalog.Row_ID]
+			if !ok {
+				return 0, moerr.NewInternalErrorf(
+					builder.GetContext(),
+					"bind update err, can not find row_id for target %s",
+					alias,
+				)
+			}
+			lastNodeID, selectNode, selectNodeTag, targetRowNumberPos[i], err =
+				builder.appendTargetRowNumberNode(
+					bindCtx,
+					lastNodeID,
+					selectNode,
+					selectNodeTag,
+					rowIDPos,
+					targetBranchActivePos[i],
+				)
+			if err != nil {
+				return 0, err
+			}
+		}
+	} else if updateHasMultipleSourceTables(stmt) {
 		lastNodeID, selectNode, selectNodeTag, err = builder.appendUpdateFromDedupNode(
 			bindCtx, lastNodeID, selectNode, selectNodeTag, dmlCtx, oldColName2Idx, newColName2Idx)
 		if err != nil {
@@ -385,10 +459,6 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 		}
 	}
 
-	fkChecksEnabled, err := IsForeignKeyChecksEnabled(builder.compCtx)
-	if err != nil {
-		return 0, err
-	}
 	mayDependOnForeignKeys, err := builder.updateMayDependOnForeignKeys(
 		bindCtx, dmlCtx, newColName2Idx)
 	if err != nil {
@@ -400,21 +470,6 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 		// and generic plan caches rebuild after either session-state transition.
 		builder.qry.HasForeignKeyAction = true
 	}
-	if fkChecksEnabled {
-		for i, tableDef := range dmlCtx.tableDefs {
-			if updateAutoIncrCols[i] &&
-				len(affectedUpdateChildFks(tableDef, dmlCtx.aliases[i], newColName2Idx)) > 0 {
-				return 0, newLegacyUpdatePlannerRouteError(
-					updateRouteReasonAutoIncrementFK,
-					moerr.NewUnsupportedDML(
-						builder.compCtx.GetContext(),
-						"auto_increment foreign key update",
-					),
-				)
-			}
-		}
-	}
-
 	for i, tableDef := range dmlCtx.tableDefs {
 		if updateAutoIncrCols[i] {
 			lastNodeID = builder.appendNode(&plan.Node{
@@ -538,6 +593,41 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 			}
 			return builder.makeIndexPartExprFromInputExpr(inputExpr, partName, prefixLengths)
 		}
+		guardTargetDedupExpr := func(targetIdx int, expr *plan.Expr) (*plan.Expr, error) {
+			rowNumberExpr := &plan.Expr{
+				Typ: selectNode.ProjectList[targetRowNumberPos[targetIdx]].Typ,
+				Expr: &plan.Expr_Col{
+					Col: &plan.ColRef{
+						RelPos: selectNodeTag,
+						ColPos: targetRowNumberPos[targetIdx],
+					},
+				},
+			}
+			isSelectedExpr, err := BindFuncExprImplByPlanExpr(
+				builder.GetContext(),
+				"=",
+				[]*plan.Expr{rowNumberExpr, MakePlan2Int64ConstExprWithType(1)},
+			)
+			if err != nil {
+				return nil, err
+			}
+			nullExpr := &plan.Expr{
+				Typ: expr.Typ,
+				Expr: &plan.Expr_Lit{
+					Lit: &plan.Literal{Isnull: true},
+				},
+			}
+			guardedExpr, err := BindFuncExprImplByPlanExpr(
+				builder.GetContext(),
+				"if",
+				[]*plan.Expr{isSelectedExpr, expr, nullExpr},
+			)
+			if err != nil {
+				return nil, err
+			}
+			return guardedExpr, nil
+		}
+		dedupKeyPos := make(map[string]int32)
 
 		for i, tableDef := range dmlCtx.tableDefs {
 			if len(dmlCtx.updateCol2Expr[i]) == 0 {
@@ -569,7 +659,30 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 					}
 
 					newPkExpr, _ := BindFuncExprImplByPlanExpr(builder.GetContext(), "serial", args)
+					if isMultiTargetUpdate {
+						newPkExpr, err = guardTargetDedupExpr(i, newPkExpr)
+						if err != nil {
+							return 0, err
+						}
+						dedupKeyPos[alias+"."+tableDef.Pkey.PkeyColName] =
+							int32(len(newProjNode.ProjectList))
+					}
 					newProjNode.ProjectList = append(newProjNode.ProjectList, newPkExpr)
+				} else if isMultiTargetUpdate {
+					key := alias + "." + tableDef.Pkey.PkeyColName
+					colPos := newColName2Idx[key]
+					pkExpr := &plan.Expr{
+						Typ: selectNode.ProjectList[colPos].Typ,
+						Expr: &plan.Expr_Col{
+							Col: &plan.ColRef{RelPos: selectNodeTag, ColPos: colPos},
+						},
+					}
+					pkExpr, err = guardTargetDedupExpr(i, pkExpr)
+					if err != nil {
+						return 0, err
+					}
+					dedupKeyPos[key] = int32(len(newProjNode.ProjectList))
+					newProjNode.ProjectList = append(newProjNode.ProjectList, pkExpr)
 				}
 
 				scanTag := builder.genNewBindTag()
@@ -593,16 +706,17 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 					},
 				}
 
+				key := alias + "." + tableDef.Pkey.PkeyColName
+				newPkPos := newColName2Idx[key]
+				if pos, ok := dedupKeyPos[key]; ok {
+					newPkPos = pos
+				}
 				rightExpr := &plan.Expr{
 					Typ: pkTyp,
 					Expr: &plan.Expr_Col{
-						Col: &plan.ColRef{
-							RelPos: newProjTag,
-							ColPos: newColName2Idx[alias+"."+tableDef.Pkey.PkeyColName],
-						},
+						Col: &plan.ColRef{RelPos: newProjTag, ColPos: newPkPos},
 					},
 				}
-
 				joinCond, _ := BindFuncExprImplByPlanExpr(builder.GetContext(), "=", []*plan.Expr{
 					leftExpr,
 					rightExpr,
@@ -709,6 +823,14 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 					}
 
 					newUkExpr, _ := BindFuncExprImplByPlanExpr(builder.GetContext(), "serial", newArgs)
+					if isMultiTargetUpdate {
+						newUkExpr, err = guardTargetDedupExpr(i, newUkExpr)
+						if err != nil {
+							return 0, err
+						}
+						dedupKeyPos[idxTableDef.Name+"."+catalog.IndexTableIndexColName] =
+							int32(len(newProjNode.ProjectList))
+					}
 					newProjNode.ProjectList = append(newProjNode.ProjectList, newUkExpr)
 				} else {
 					partName := catalog.ResolveAlias(idxDef.Parts[0])
@@ -733,10 +855,34 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 						if err != nil {
 							return 0, err
 						}
+						if isMultiTargetUpdate {
+							newPartExpr, err = guardTargetDedupExpr(i, newPartExpr)
+							if err != nil {
+								return 0, err
+							}
+							dedupKeyPos[idxTableDef.Name+"."+catalog.IndexTableIndexColName] =
+								int32(len(newProjNode.ProjectList))
+						}
 						newProjNode.ProjectList = append(newProjNode.ProjectList, newPartExpr)
 					} else {
 						oldColName2Idx[idxTableDef.Name+"."+catalog.IndexTableIndexColName] = oldColName2Idx[alias+"."+partName]
 						newColName2Idx[idxTableDef.Name+"."+catalog.IndexTableIndexColName] = newColName2Idx[alias+"."+partName]
+						if isMultiTargetUpdate {
+							key := idxTableDef.Name + "." + catalog.IndexTableIndexColName
+							colPos := newColName2Idx[key]
+							newPartExpr := &plan.Expr{
+								Typ: selectNode.ProjectList[colPos].Typ,
+								Expr: &plan.Expr_Col{
+									Col: &plan.ColRef{RelPos: selectNodeTag, ColPos: colPos},
+								},
+							}
+							newPartExpr, err = guardTargetDedupExpr(i, newPartExpr)
+							if err != nil {
+								return 0, err
+							}
+							dedupKeyPos[key] = int32(len(newProjNode.ProjectList))
+							newProjNode.ProjectList = append(newProjNode.ProjectList, newPartExpr)
+						}
 					}
 				}
 
@@ -753,16 +899,17 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 					},
 				}
 
+				key := idxTableDef.Name + "." + catalog.IndexTableIndexColName
+				newIdxPos := newColName2Idx[key]
+				if pos, ok := dedupKeyPos[key]; ok {
+					newIdxPos = pos
+				}
 				rightExpr := &plan.Expr{
 					Typ: pkTyp,
 					Expr: &plan.Expr_Col{
-						Col: &plan.ColRef{
-							RelPos: newProjTag,
-							ColPos: newColName2Idx[idxTableDef.Name+"."+catalog.IndexTableIndexColName],
-						},
+						Col: &plan.ColRef{RelPos: newProjTag, ColPos: newIdxPos},
 					},
 				}
-
 				joinCond, _ := BindFuncExprImplByPlanExpr(builder.GetContext(), "=", []*plan.Expr{
 					leftExpr,
 					rightExpr,
@@ -910,7 +1057,7 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 			})
 
 			joinType := plan.Node_LEFT
-			if !idxDef.Unique && !isSpatialIndexDef(idxDef) {
+			if !isMultiTargetUpdate && !idxDef.Unique && !isSpatialIndexDef(idxDef) {
 				joinType = plan.Node_INNER
 			}
 			lastNodeID = builder.appendNode(&plan.Node{
@@ -928,6 +1075,8 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 	finalProjTag := builder.genNewBindTag()
 	finalColName2Idx := make(map[string]int32)
 	var finalProjList []*plan.Expr
+	targetRowNumberFinalPos := make([]int32, len(dmlCtx.aliases))
+	targetUpdateCtxIdx := make([]int32, len(dmlCtx.aliases))
 
 	finalProjNode := &plan.Node{
 		NodeType:    plan.Node_PROJECT,
@@ -981,7 +1130,6 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 					},
 				}
 			}
-
 			finalColName2Idx[alias+"."+col.Name] = int32(finalColIdx)
 			finalProjList = append(finalProjList, finalExpr)
 		}
@@ -1000,8 +1148,30 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 				},
 			})
 		}
+		if isMultiTargetUpdate {
+			targetRowNumberFinalPos[i] = int32(len(finalProjList))
+			rowNumberPos := targetRowNumberPos[i]
+			finalProjList = append(finalProjList, &plan.Expr{
+				Typ: selectNode.ProjectList[rowNumberPos].Typ,
+				Expr: &plan.Expr_Col{
+					Col: &plan.ColRef{
+						RelPos: selectNodeTag,
+						ColPos: rowNumberPos,
+					},
+				},
+			})
+			finalProjList = append(finalProjList, &plan.Expr{
+				Typ: selectNode.ProjectList[targetBranchActivePos[i]].Typ,
+				Expr: &plan.Expr_Col{
+					Col: &plan.ColRef{
+						RelPos: selectNodeTag,
+						ColPos: targetBranchActivePos[i],
+					},
+				},
+			})
+		}
 
-		updateCtxList = append(updateCtxList, &plan.UpdateCtx{
+		updateCtx := &plan.UpdateCtx{
 			ObjRef:     dmlCtx.objRefs[i],
 			TableDef:   tableDef,
 			InsertCols: insertCols,
@@ -1015,7 +1185,52 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 					ColPos: oldPkPos,
 				},
 			},
-		})
+		}
+		if tableDef.Partition != nil && len(tableDef.Partition.PartitionDefs) > 0 {
+			partitionColName := getPartitionColName(tableDef.Partition.PartitionDefs[0].Def)
+			if partitionColPos, ok := finalColName2Idx[alias+"."+partitionColName]; ok {
+				oldPartitionColPos := partitionColPos
+				if _, updated := newColName2Idx[alias+"."+partitionColName]; updated {
+					if partitionColName == tableDef.Pkey.PkeyColName {
+						oldPartitionColPos = oldPkPos
+					} else {
+						oldPartitionColPos = int32(len(finalProjList))
+						oldSelectPos := oldColName2Idx[alias+"."+partitionColName]
+						finalProjList = append(finalProjList, &plan.Expr{
+							Typ: selectNode.ProjectList[oldSelectPos].Typ,
+							Expr: &plan.Expr_Col{Col: &plan.ColRef{
+								RelPos: selectNodeTag,
+								ColPos: oldSelectPos,
+							}},
+						})
+					}
+				}
+				updateCtx.PartitionCols = []plan.ColRef{{
+					RelPos: finalProjTag,
+					ColPos: oldPartitionColPos,
+				}}
+				if oldPartitionColPos != partitionColPos {
+					updateCtx.PartitionCols = append(updateCtx.PartitionCols, plan.ColRef{
+						RelPos: finalProjTag,
+						ColPos: partitionColPos,
+					})
+				}
+			}
+		}
+		if isMultiTargetUpdate {
+			updateCtx.DedupByTargetRowId = true
+			targetUpdateCtxIdx[i] = int32(len(updateCtxList))
+			updateCtx.TargetUpdateCtxIdx = targetUpdateCtxIdx[i]
+			updateCtx.DeleteCols = append(updateCtx.DeleteCols, plan.ColRef{
+				RelPos: finalProjTag,
+				ColPos: targetRowNumberFinalPos[i],
+			})
+			updateCtx.DeleteCols = append(updateCtx.DeleteCols, plan.ColRef{
+				RelPos: finalProjTag,
+				ColPos: int32(len(finalProjList) - 1),
+			})
+		}
+		updateCtxList = append(updateCtxList, updateCtx)
 
 		lockTargets = append(lockTargets, &plan.LockTarget{
 			TableId:            tableDef.TblId,
@@ -1160,12 +1375,16 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 			insertCols[1].RelPos = finalProjTag
 			insertCols[1].ColPos = finalColName2Idx[alias+"."+tableDef.Pkey.PkeyColName]
 
-			updateCtxList = append(updateCtxList, &plan.UpdateCtx{
+			updateCtx := &plan.UpdateCtx{
 				ObjRef:     idxNode.ObjRef,
 				TableDef:   idxNode.TableDef,
 				InsertCols: insertCols,
 				DeleteCols: deleteCols,
-			})
+			}
+			if isMultiTargetUpdate {
+				updateCtx.TargetUpdateCtxIdx = targetUpdateCtxIdx[i]
+			}
+			updateCtxList = append(updateCtxList, updateCtx)
 
 			if idxDef.Unique {
 				lockTargets = append(lockTargets, &plan.LockTarget{
@@ -1189,6 +1408,12 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 	}
 
 	finalProjNode.ProjectList = finalProjList
+	sort.SliceStable(lockTargets, func(i, j int) bool {
+		if lockTargets[i].TableId != lockTargets[j].TableId {
+			return lockTargets[i].TableId < lockTargets[j].TableId
+		}
+		return lockTargets[i].PrimaryColIdxInBat < lockTargets[j].PrimaryColIdxInBat
+	})
 
 	// Synchronous irregular indexes share the exact final row image with the
 	// base-table MULTI_UPDATE. Their stale entries are deleted by the immutable
@@ -1210,9 +1435,18 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 			dmlCtx.tableDefs[i],
 			dmlCtx.objRefs[i],
 		)
-		// Multi-target UPDATE is routed to the legacy planner before this point,
-		// so at most one target can require inline irregular maintenance here.
-		break
+		builder.irregularUpdateMaints = append(
+			builder.irregularUpdateMaints,
+			irregularUpdateMaintenance{
+				sourceStep:  builder.irregularMaintSourceStep,
+				deleteStep:  builder.irregularMaintDeleteStep,
+				deletePkPos: builder.irregularMaintDeletePkPos,
+				deletePkTyp: builder.irregularMaintDeletePkTyp,
+				indexes:     builder.irregularMaintIndexes,
+				tableDef:    builder.irregularMaintTableDef,
+				objRef:      builder.irregularMaintObjRef,
+			},
+		)
 	}
 
 	dmlNode := &plan.Node{
@@ -1236,6 +1470,624 @@ func (builder *QueryBuilder) bindUpdate(stmt *tree.Update, bindCtx *BindContext)
 	return lastNodeID, err
 }
 
+func (builder *QueryBuilder) mergeSamePhysicalTargetAssignments(
+	bindCtx *BindContext,
+	lastNodeID int32,
+	selectNode *plan.Node,
+	selectNodeTag int32,
+	dmlCtx *DMLContext,
+	oldColName2Idx map[string]int32,
+	newColName2Idx map[string]int32,
+	targetBranchActivePos []int32,
+) (int32, *plan.Node, int32, error) {
+	targetsByTableID := make(map[uint64][]int)
+	var tableIDs []uint64
+	for i, updateCols := range dmlCtx.updateCol2Expr {
+		if len(updateCols) > 0 {
+			tableID := dmlCtx.tableDefs[i].TblId
+			if len(targetsByTableID[tableID]) == 0 {
+				tableIDs = append(tableIDs, tableID)
+			}
+			targetsByTableID[tableID] = append(targetsByTableID[tableID], i)
+		}
+	}
+
+	hasRepeatedPhysicalTarget := false
+	for _, targets := range targetsByTableID {
+		if len(targets) > 1 {
+			hasRepeatedPhysicalTarget = true
+			break
+		}
+	}
+	if !hasRepeatedPhysicalTarget {
+		return lastNodeID, selectNode, selectNodeTag, nil
+	}
+
+	// Reserve the final-row positions needed by every alias before branching.
+	// Every physical-target branch must expose exactly the same schema to the
+	// outer UNION ALL, including columns assigned through a sibling alias.
+	for _, tableID := range tableIDs {
+		targets := targetsByTableID[tableID]
+		if len(targets) < 2 {
+			continue
+		}
+		updatedCols := make(map[string]struct{})
+		for _, targetIdx := range targets {
+			for colName := range dmlCtx.updateCol2Expr[targetIdx] {
+				updatedCols[colName] = struct{}{}
+			}
+		}
+		for _, targetIdx := range targets {
+			alias := dmlCtx.aliases[targetIdx]
+			for colName := range updatedCols {
+				key := alias + "." + colName
+				if _, exists := newColName2Idx[key]; exists {
+					continue
+				}
+				oldPos := oldColName2Idx[key]
+				newColName2Idx[key] = oldPos
+				oldColName2Idx[key] = int32(len(selectNode.ProjectList))
+				selectNode.ProjectList = append(
+					selectNode.ProjectList,
+					DeepCopyExpr(selectNode.ProjectList[oldPos]),
+				)
+			}
+		}
+	}
+
+	sourceSinkID := appendSinkNode(builder, bindCtx, lastNodeID)
+	if builder.preserveSinkProjection == nil {
+		builder.preserveSinkProjection = make(map[int32]struct{})
+	}
+	builder.preserveSinkProjection[sourceSinkID] = struct{}{}
+	sourceStep := builder.appendStep(sourceSinkID)
+
+	sort.SliceStable(tableIDs, func(i, j int) bool {
+		return len(targetsByTableID[tableIDs[i]]) < len(targetsByTableID[tableIDs[j]])
+	})
+	branchIDs := make([]int32, 0, len(tableIDs))
+	branchNodes := make([]*plan.Node, 0, len(tableIDs))
+	for _, tableID := range tableIDs {
+		targets := targetsByTableID[tableID]
+		var branchID int32
+		var branchNode *plan.Node
+		var err error
+		if len(targets) > 1 {
+			branchID, branchNode, err = builder.mergeSamePhysicalTargetAssignmentsAcrossTuples(
+				bindCtx,
+				sourceStep,
+				selectNode,
+				dmlCtx,
+				targets,
+				oldColName2Idx,
+				newColName2Idx,
+				targetBranchActivePos,
+			)
+		} else {
+			branchID, branchNode, err = builder.projectPhysicalTargetSource(
+				bindCtx,
+				sourceStep,
+				selectNode,
+				dmlCtx,
+				targets[0],
+				oldColName2Idx,
+				newColName2Idx,
+				targetBranchActivePos,
+			)
+		}
+		if err != nil {
+			return 0, nil, 0, err
+		}
+		branchIDs = append(branchIDs, branchID)
+		branchNodes = append(branchNodes, branchNode)
+	}
+
+	if len(branchIDs) > 1 {
+		for i := range branchIDs {
+			branchSinkID := appendSinkNode(builder, bindCtx, branchIDs[i])
+			if builder.preserveSinkProjection == nil {
+				builder.preserveSinkProjection = make(map[int32]struct{})
+			}
+			builder.preserveSinkProjection[branchSinkID] = struct{}{}
+			branchStep := builder.appendStep(branchSinkID)
+			branchScanID := builder.appendPositionalSinkScan(bindCtx, branchStep)
+			branchTag := builder.genNewBindTag()
+			branchProject := make([]*plan.Expr, len(branchNodes[i].ProjectList))
+			for pos, expr := range branchNodes[i].ProjectList {
+				branchProject[pos] = &plan.Expr{
+					Typ: expr.Typ,
+					Expr: &plan.Expr_Col{
+						Col: &plan.ColRef{RelPos: 0, ColPos: int32(pos)},
+					},
+				}
+			}
+			materializedNode := &plan.Node{
+				NodeType:    plan.Node_PROJECT,
+				Children:    []int32{branchScanID},
+				ProjectList: branchProject,
+				BindingTags: []int32{branchTag},
+			}
+			branchIDs[i] = builder.appendNode(materializedNode, bindCtx)
+			branchNodes[i] = materializedNode
+		}
+	}
+
+	unionID := branchIDs[0]
+	unionNode := branchNodes[0]
+	unionInputTag := unionNode.BindingTags[0]
+	for branchIdx := 1; branchIdx < len(branchIDs); branchIdx++ {
+		unionProject := make([]*plan.Expr, len(unionNode.ProjectList))
+		for pos, expr := range unionNode.ProjectList {
+			unionProject[pos] = &plan.Expr{
+				Typ: expr.Typ,
+				Expr: &plan.Expr_Col{
+					Col: &plan.ColRef{RelPos: unionInputTag, ColPos: int32(pos)},
+				},
+			}
+		}
+		unionTag := builder.genNewBindTag()
+		unionNode = &plan.Node{
+			NodeType:    plan.Node_UNION_ALL,
+			Children:    []int32{unionID, branchIDs[branchIdx]},
+			ProjectList: unionProject,
+			BindingTags: []int32{unionTag},
+		}
+		unionID = builder.appendNode(unionNode, bindCtx)
+		unionInputTag = unionTag
+	}
+	return unionID, unionNode, unionInputTag, nil
+}
+
+func (builder *QueryBuilder) appendPositionalSinkScan(bindCtx *BindContext, sourceStep int32) int32 {
+	scanID := appendSinkScanNode(builder, bindCtx, sourceStep)
+	if builder.preserveScanProjection == nil {
+		builder.preserveScanProjection = make(map[int32]struct{})
+	}
+	builder.preserveScanProjection[scanID] = struct{}{}
+	if builder.positionalSinkScans == nil {
+		builder.positionalSinkScans = make(map[int32]struct{})
+	}
+	builder.positionalSinkScans[scanID] = struct{}{}
+	return scanID
+}
+
+func nullUpdateProjectionExpr(typ plan.Type) *plan.Expr {
+	expr := makePlan2NullConstExprWithType()
+	expr.Typ = typ
+	expr.Typ.NotNullable = false
+	return expr
+}
+
+// projectPhysicalTargetSource isolates one physical target from the shared join
+// stream. Other targets are NULL so their independent selectors ignore this
+// branch after all physical-target streams are combined with UNION ALL.
+func (builder *QueryBuilder) projectPhysicalTargetSource(
+	bindCtx *BindContext,
+	sourceStep int32,
+	selectNode *plan.Node,
+	dmlCtx *DMLContext,
+	targetIdx int,
+	oldColName2Idx map[string]int32,
+	newColName2Idx map[string]int32,
+	targetBranchActivePos []int32,
+) (int32, *plan.Node, error) {
+	scanID := builder.appendPositionalSinkScan(bindCtx, sourceStep)
+	project := make([]*plan.Expr, len(selectNode.ProjectList))
+	for pos, expr := range selectNode.ProjectList {
+		project[pos] = &plan.Expr{
+			Typ: expr.Typ,
+			Expr: &plan.Expr_Col{
+				Col: &plan.ColRef{RelPos: 0, ColPos: int32(pos)},
+			},
+		}
+	}
+	copyPos := func(pos int32) {
+		project[pos] = &plan.Expr{
+			Typ: selectNode.ProjectList[pos].Typ,
+			Expr: &plan.Expr_Col{
+				Col: &plan.ColRef{RelPos: 0, ColPos: pos},
+			},
+		}
+	}
+	alias := dmlCtx.aliases[targetIdx]
+	for _, col := range dmlCtx.tableDefs[targetIdx].Cols {
+		copyPos(oldColName2Idx[alias+"."+col.Name])
+		if pos, ok := newColName2Idx[alias+"."+col.Name]; ok {
+			copyPos(pos)
+		}
+	}
+	targetRowIDPos := oldColName2Idx[alias+"."+catalog.Row_ID]
+	targetRowIDExpr := DeepCopyExpr(project[targetRowIDPos])
+	for otherIdx, activePos := range targetBranchActivePos {
+		if activePos < 0 {
+			continue
+		}
+		operator := "isnull"
+		if otherIdx == targetIdx {
+			operator = "isnotnull"
+		}
+		activeExpr, err := BindFuncExprImplByPlanExpr(
+			builder.GetContext(),
+			operator,
+			[]*plan.Expr{DeepCopyExpr(targetRowIDExpr)},
+		)
+		if err != nil {
+			return 0, nil, err
+		}
+		project[activePos] = activeExpr
+	}
+	tag := builder.genNewBindTag()
+	node := &plan.Node{
+		NodeType:    plan.Node_PROJECT,
+		Children:    []int32{scanID},
+		ProjectList: project,
+		BindingTags: []int32{tag},
+	}
+	return builder.appendNode(node, bindCtx), node, nil
+}
+
+type physicalTargetContribution struct {
+	targetIdx int
+	colName   string
+	valuePos  int32
+	markerPos int32
+}
+
+type physicalTargetFiller struct {
+	sourcePos    int32
+	canonicalPos int32
+	outputPos    []int32
+}
+
+// mergeSamePhysicalTargetAssignmentsAcrossTuples first selects one complete
+// source tuple per alias and target Rowid. Only then does it combine assignments
+// made through different aliases, so multiple SET expressions from one alias
+// can never be assembled from different source tuples.
+func (builder *QueryBuilder) mergeSamePhysicalTargetAssignmentsAcrossTuples(
+	bindCtx *BindContext,
+	sourceStep int32,
+	selectNode *plan.Node,
+	dmlCtx *DMLContext,
+	targets []int,
+	oldColName2Idx map[string]int32,
+	newColName2Idx map[string]int32,
+	targetBranchActivePos []int32,
+) (int32, *plan.Node, error) {
+	tableDef := dmlCtx.tableDefs[targets[0]]
+	updatedColsSet := make(map[string]struct{})
+	var contributions []physicalTargetContribution
+	for _, targetIdx := range targets {
+		for colName := range dmlCtx.updateCol2Expr[targetIdx] {
+			updatedColsSet[colName] = struct{}{}
+			contributions = append(contributions, physicalTargetContribution{
+				targetIdx: targetIdx,
+				colName:   colName,
+			})
+		}
+	}
+	sort.SliceStable(contributions, func(i, j int) bool {
+		if contributions[i].targetIdx != contributions[j].targetIdx {
+			return contributions[i].targetIdx < contributions[j].targetIdx
+		}
+		return contributions[i].colName < contributions[j].colName
+	})
+	updatedCols := make([]string, 0, len(updatedColsSet))
+	for colName := range updatedColsSet {
+		updatedCols = append(updatedCols, colName)
+	}
+	sort.Strings(updatedCols)
+
+	// Canonical layout: old physical row, followed by a value and an explicit
+	// assignment marker for each alias/column contribution.
+	canonicalTypes := make([]plan.Type, 0, len(tableDef.Cols)+2*len(contributions))
+	for _, col := range tableDef.Cols {
+		canonicalTypes = append(canonicalTypes, col.Typ)
+	}
+	for i := range contributions {
+		colIdx := tableDef.Name2ColIndex[contributions[i].colName]
+		contributions[i].valuePos = int32(len(canonicalTypes))
+		canonicalTypes = append(canonicalTypes, tableDef.Cols[colIdx].Typ)
+		contributions[i].markerPos = int32(len(canonicalTypes))
+		canonicalTypes = append(canonicalTypes, plan.Type{Id: int32(types.T_bool)})
+	}
+	currentTableID := tableDef.TblId
+	fillerByTableCol := make(map[string]*physicalTargetFiller)
+	var fillers []*physicalTargetFiller
+	for targetIdx, updateCols := range dmlCtx.updateCol2Expr {
+		if len(updateCols) == 0 || dmlCtx.tableDefs[targetIdx].TblId == currentTableID {
+			continue
+		}
+		otherDef := dmlCtx.tableDefs[targetIdx]
+		otherAlias := dmlCtx.aliases[targetIdx]
+		for _, col := range otherDef.Cols {
+			fillerKey := fmt.Sprintf("%d.%s", otherDef.TblId, col.Name)
+			filler := fillerByTableCol[fillerKey]
+			if filler == nil {
+				filler = &physicalTargetFiller{
+					sourcePos:    oldColName2Idx[otherAlias+"."+col.Name],
+					canonicalPos: int32(len(canonicalTypes)),
+				}
+				fillerByTableCol[fillerKey] = filler
+				fillers = append(fillers, filler)
+				canonicalTypes = append(canonicalTypes, col.Typ)
+			}
+			filler.outputPos = append(filler.outputPos, oldColName2Idx[otherAlias+"."+col.Name])
+			if newPos, ok := newColName2Idx[otherAlias+"."+col.Name]; ok {
+				filler.outputPos = append(filler.outputPos, newPos)
+			}
+		}
+	}
+	branchIDs := make([]int32, 0, len(targets))
+	branchTags := make([]int32, 0, len(targets))
+	for _, sourceIdx := range targets {
+		sourceAlias := dmlCtx.aliases[sourceIdx]
+		branchScanID := builder.appendPositionalSinkScan(bindCtx, sourceStep)
+		branchScanTag := builder.genNewBindTag()
+		builder.qry.Nodes[branchScanID].BindingTags = []int32{branchScanTag}
+		rowIDPos := oldColName2Idx[sourceAlias+"."+catalog.Row_ID]
+		dedupInputProject := make([]*plan.Expr, 0, len(selectNode.ProjectList)+1)
+		for pos, expr := range selectNode.ProjectList {
+			dedupInputProject = append(dedupInputProject, &plan.Expr{
+				Typ: expr.Typ,
+				Expr: &plan.Expr_Col{
+					Col: &plan.ColRef{RelPos: branchScanTag, ColPos: int32(pos)},
+				},
+			})
+		}
+		rowIDColExpr := &plan.Expr{
+			Typ: selectNode.ProjectList[rowIDPos].Typ,
+			Expr: &plan.Expr_Col{
+				Col: &plan.ColRef{RelPos: branchScanTag, ColPos: rowIDPos},
+			},
+		}
+		rowIDPartitionExpr, err := BindFuncExprImplByPlanExpr(
+			builder.GetContext(),
+			"greatest",
+			[]*plan.Expr{rowIDColExpr, DeepCopyExpr(rowIDColExpr)},
+		)
+		if err != nil {
+			return 0, nil, err
+		}
+		dedupInputProject = append(dedupInputProject, rowIDPartitionExpr)
+		dedupInputTag := builder.genNewBindTag()
+		dedupInputNode := &plan.Node{
+			NodeType:    plan.Node_PROJECT,
+			Children:    []int32{branchScanID},
+			ProjectList: dedupInputProject,
+			BindingTags: []int32{dedupInputTag},
+		}
+		dedupInputID := builder.appendNode(dedupInputNode, bindCtx)
+		dedupID, dedupNode, dedupTag, err := builder.appendRowNumberDedupNode(
+			bindCtx,
+			dedupInputID,
+			dedupInputNode,
+			dedupInputTag,
+			[]int32{int32(len(selectNode.ProjectList))},
+		)
+		if err != nil {
+			return 0, nil, err
+		}
+		branchTag := builder.genNewBindTag()
+		branchColExpr := func(pos int32) *plan.Expr {
+			return &plan.Expr{
+				Typ: dedupNode.ProjectList[pos].Typ,
+				Expr: &plan.Expr_Col{
+					Col: &plan.ColRef{RelPos: dedupTag, ColPos: pos},
+				},
+			}
+		}
+		branchProject := make([]*plan.Expr, 0, len(canonicalTypes))
+		for _, col := range tableDef.Cols {
+			sourcePos := oldColName2Idx[sourceAlias+"."+col.Name]
+			branchProject = append(
+				branchProject,
+				branchColExpr(sourcePos),
+			)
+		}
+		for _, contribution := range contributions {
+			if contribution.targetIdx == sourceIdx {
+				branchProject = append(
+					branchProject,
+					branchColExpr(newColName2Idx[sourceAlias+"."+contribution.colName]),
+					makePlan2BoolConstExprWithType(true),
+				)
+			} else {
+				colIdx := tableDef.Name2ColIndex[contribution.colName]
+				branchProject = append(
+					branchProject,
+					nullUpdateProjectionExpr(tableDef.Cols[colIdx].Typ),
+					nullUpdateProjectionExpr(plan.Type{Id: int32(types.T_bool)}),
+				)
+			}
+		}
+		for _, filler := range fillers {
+			if sourceIdx == targets[0] {
+				branchProject = append(branchProject, branchColExpr(filler.sourcePos))
+			} else {
+				branchProject = append(
+					branchProject,
+					nullUpdateProjectionExpr(canonicalTypes[filler.canonicalPos]),
+				)
+			}
+		}
+		branchIDs = append(branchIDs, builder.appendNode(&plan.Node{
+			NodeType:    plan.Node_PROJECT,
+			Children:    []int32{dedupID},
+			ProjectList: branchProject,
+			BindingTags: []int32{branchTag},
+		}, bindCtx))
+		branchTags = append(branchTags, branchTag)
+	}
+
+	unionID := branchIDs[0]
+	unionInputTag := branchTags[0]
+	for branchIdx := 1; branchIdx < len(branchIDs); branchIdx++ {
+		unionProject := make([]*plan.Expr, len(canonicalTypes))
+		for pos, typ := range canonicalTypes {
+			unionProject[pos] = &plan.Expr{
+				Typ: typ,
+				Expr: &plan.Expr_Col{
+					Col: &plan.ColRef{RelPos: unionInputTag, ColPos: int32(pos)},
+				},
+			}
+		}
+		unionTag := builder.genNewBindTag()
+		unionID = builder.appendNode(&plan.Node{
+			NodeType:    plan.Node_UNION_ALL,
+			Children:    []int32{unionID, branchIDs[branchIdx]},
+			ProjectList: unionProject,
+			BindingTags: []int32{unionTag},
+		}, bindCtx)
+		unionInputTag = unionTag
+	}
+	unionTag := unionInputTag
+
+	rowIDCanonicalPos := int32(tableDef.Name2ColIndex[catalog.Row_ID])
+	groupExpr := &plan.Expr{
+		Typ: canonicalTypes[rowIDCanonicalPos],
+		Expr: &plan.Expr_Col{
+			Col: &plan.ColRef{RelPos: unionTag, ColPos: rowIDCanonicalPos},
+		},
+	}
+	groupTag := builder.genNewBindTag()
+	aggTag := builder.genNewBindTag()
+	aggList := make([]*plan.Expr, 0, len(canonicalTypes)-1)
+	canonicalAggPos := make([]int32, len(canonicalTypes))
+	for pos, typ := range canonicalTypes {
+		if int32(pos) == rowIDCanonicalPos {
+			canonicalAggPos[pos] = -1
+			continue
+		}
+		input := &plan.Expr{
+			Typ: typ,
+			Expr: &plan.Expr_Col{
+				Col: &plan.ColRef{RelPos: unionTag, ColPos: int32(pos)},
+			},
+		}
+		aggExpr, err := BindFuncExprImplByPlanExpr(
+			builder.GetContext(),
+			"any_value",
+			[]*plan.Expr{input},
+		)
+		if err != nil {
+			return 0, nil, err
+		}
+		canonicalAggPos[pos] = int32(len(aggList))
+		aggList = append(aggList, aggExpr)
+	}
+	aggID := builder.appendNode(&plan.Node{
+		NodeType:    plan.Node_AGG,
+		Children:    []int32{unionID},
+		GroupBy:     []*plan.Expr{groupExpr},
+		AggList:     aggList,
+		BindingTags: []int32{groupTag, aggTag},
+		SpillMem:    builder.aggSpillMem,
+	}, bindCtx)
+
+	canonicalResultExpr := func(pos int32) *plan.Expr {
+		typ := canonicalTypes[pos]
+		if pos == rowIDCanonicalPos {
+			return &plan.Expr{
+				Typ: typ,
+				Expr: &plan.Expr_Col{
+					Col: &plan.ColRef{RelPos: groupTag, ColPos: 0},
+				},
+			}
+		}
+		return &plan.Expr{
+			Typ: typ,
+			Expr: &plan.Expr_Col{
+				Col: &plan.ColRef{RelPos: aggTag, ColPos: canonicalAggPos[pos]},
+			},
+		}
+	}
+
+	finalProject := make([]*plan.Expr, len(selectNode.ProjectList))
+	for pos, expr := range selectNode.ProjectList {
+		finalProject[pos] = nullUpdateProjectionExpr(expr.Typ)
+	}
+	for _, filler := range fillers {
+		for _, outputPos := range filler.outputPos {
+			finalProject[outputPos] = canonicalResultExpr(filler.canonicalPos)
+		}
+	}
+	targetSet := make(map[int]struct{}, len(targets))
+	for _, targetIdx := range targets {
+		targetSet[targetIdx] = struct{}{}
+	}
+	rowIDExpr := canonicalResultExpr(rowIDCanonicalPos)
+	for targetIdx, activePos := range targetBranchActivePos {
+		if activePos < 0 {
+			continue
+		}
+		operator := "isnull"
+		if _, belongsToPhysicalTarget := targetSet[targetIdx]; belongsToPhysicalTarget {
+			operator = "isnotnull"
+		}
+		activeExpr, err := BindFuncExprImplByPlanExpr(
+			builder.GetContext(),
+			operator,
+			[]*plan.Expr{DeepCopyExpr(rowIDExpr)},
+		)
+		if err != nil {
+			return 0, nil, err
+		}
+		finalProject[activePos] = activeExpr
+	}
+	finalUpdatedExprs := make(map[string]*plan.Expr, len(updatedCols))
+	for _, colName := range updatedCols {
+		finalExpr := canonicalResultExpr(int32(tableDef.Name2ColIndex[colName]))
+		for _, contribution := range contributions {
+			if contribution.colName != colName {
+				continue
+			}
+			var err error
+			finalExpr, err = BindFuncExprImplByPlanExpr(
+				builder.GetContext(),
+				"if",
+				[]*plan.Expr{
+					canonicalResultExpr(contribution.markerPos),
+					canonicalResultExpr(contribution.valuePos),
+					finalExpr,
+				},
+			)
+			if err != nil {
+				return 0, nil, err
+			}
+		}
+		finalUpdatedExprs[colName] = finalExpr
+	}
+	for _, targetIdx := range targets {
+		alias := dmlCtx.aliases[targetIdx]
+		for colPos, col := range tableDef.Cols {
+			finalProject[oldColName2Idx[alias+"."+col.Name]] =
+				canonicalResultExpr(int32(colPos))
+		}
+		for _, colName := range updatedCols {
+			key := alias + "." + colName
+			targetPos, exists := newColName2Idx[key]
+			if !exists {
+				oldPos := oldColName2Idx[key]
+				oldColName2Idx[key] = int32(len(finalProject))
+				finalProject = append(finalProject, canonicalResultExpr(int32(tableDef.Name2ColIndex[colName])))
+				targetPos = oldPos
+				newColName2Idx[key] = targetPos
+			}
+			finalProject[targetPos] = DeepCopyExpr(finalUpdatedExprs[colName])
+		}
+	}
+
+	projectTag := builder.genNewBindTag()
+	projectNode := &plan.Node{
+		NodeType:    plan.Node_PROJECT,
+		Children:    []int32{aggID},
+		ProjectList: finalProject,
+		BindingTags: []int32{projectTag},
+	}
+	projectID := builder.appendNode(projectNode, bindCtx)
+	return projectID, projectNode, nil
+}
+
 func irregularIndexAffectedByUpdate(
 	tableDef *plan.TableDef,
 	idxDef *plan.IndexDef,
@@ -1296,11 +2148,12 @@ func irregularIndexAffectedByUpdate(
 }
 
 // classifyIrregularIndexesForUpdate separates synchronous inline maintenance
-// from CDC-only indexes using plugin metadata. The bool return preserves the
-// legacy route only for an affected irregular algorithm that has not migrated to
-// the plugin contract (currently MASTER); supported plugin indexes never fall
-// back. A synchronous-index PK update is rejected here, before lock/mutation
-// nodes are built, because its hidden rows are keyed by the old source PK.
+// from CDC-only indexes using plugin metadata. MASTER has no plugin, but shares
+// the modern synchronous maintenance pipeline with the plugin-backed indexes.
+// The bool return preserves the legacy route only for an affected irregular
+// algorithm that has not migrated to either mechanism. A synchronous-index PK
+// update is rejected here, before lock/mutation nodes are built, because its
+// hidden rows are keyed by the old source PK.
 func classifyIrregularIndexesForUpdate(
 	ctx context.Context,
 	tableDef *plan.TableDef,
@@ -1323,8 +2176,23 @@ func classifyIrregularIndexesForUpdate(
 
 		p, ok := indexplugin.Get(idxDef.IndexAlgo)
 		if !ok {
-			if affected || pkUpdated {
-				return nil, true, nil
+			if !isModernMaintainedIrregularAlgo(idxDef.IndexAlgo) {
+				if affected || pkUpdated {
+					return nil, true, nil
+				}
+				continue
+			}
+			if pkUpdated {
+				return nil, false, newUpdatePlannerRouteError(
+					updatePlannerRejected,
+					updateRouteReasonIrregularIndex,
+					moerr.NewUnsupportedDML(
+						ctx,
+						"update primary key on a table with a synchronous irregular index"),
+				)
+			}
+			if affected {
+				affectedSyncGroups[idxDef.IndexName+"\x00"+idxDef.IndexTableName] = true
 			}
 			continue
 		}
@@ -1362,6 +2230,16 @@ func classifyIrregularIndexesForUpdate(
 	return inline, false, nil
 }
 
+func updateHasMultipleSourceTables(stmt *tree.Update) bool {
+	if stmt.From != nil && len(stmt.From.Tables) > 0 {
+		return true
+	}
+	if len(stmt.Tables) > 1 {
+		return true
+	}
+	return len(stmt.Tables) == 1 && tableExprContainsJoin(stmt.Tables[0])
+}
+
 func primaryKeyUpdated(tableDef *plan.TableDef, updateCols map[string]tree.Expr) bool {
 	if tableDef == nil || tableDef.Pkey == nil || len(updateCols) == 0 {
 		return false
@@ -1378,6 +2256,119 @@ func primaryKeyUpdated(tableDef *plan.TableDef, updateCols map[string]tree.Expr)
 	return false
 }
 
+// appendTargetRowNumberNode appends an independent row_number() window for one
+// updated target. Unlike appendRowNumberDedupNode, it deliberately keeps every
+// input row: each MULTI_UPDATE context later consumes only its own row_number=1
+// rows. This is required for multi-target UPDATE because one shared global
+// filter cannot independently choose representatives for two different Rowids.
+func (builder *QueryBuilder) appendTargetRowNumberNode(
+	bindCtx *BindContext,
+	lastNodeID int32,
+	selectNode *plan.Node,
+	selectNodeTag int32,
+	targetRowIDPos int32,
+	targetActivePos int32,
+) (int32, *plan.Node, int32, int32, error) {
+	childColExpr := func(pos int32) *plan.Expr {
+		e := selectNode.ProjectList[pos]
+		name := ""
+		if col, ok := e.Expr.(*plan.Expr_Col); ok {
+			name = col.Col.Name
+		}
+		return &plan.Expr{
+			Typ: e.Typ,
+			Expr: &plan.Expr_Col{
+				Col: &plan.ColRef{
+					RelPos: selectNodeTag,
+					ColPos: pos,
+					Name:   name,
+				},
+			},
+		}
+	}
+
+	targetRowIDExpr := childColExpr(targetRowIDPos)
+	targetActiveExpr := childColExpr(targetActivePos)
+	partitionBy := []*plan.OrderBySpec{
+		{
+			Expr: DeepCopyExpr(targetActiveExpr),
+			Flag: plan.OrderBySpec_INTERNAL,
+		},
+		{
+			Expr: DeepCopyExpr(targetRowIDExpr),
+			Flag: plan.OrderBySpec_INTERNAL,
+		},
+	}
+	windowTag := builder.genNewBindTag()
+	lastNodeID = builder.appendNode(&plan.Node{
+		NodeType:    plan.Node_PARTITION,
+		Children:    []int32{lastNodeID},
+		OrderBy:     partitionBy,
+		BindingTags: []int32{windowTag},
+	}, bindCtx)
+
+	rowNumberFunc, err := BindFuncExprImplByPlanExpr(builder.GetContext(), "row_number", nil)
+	if err != nil {
+		return 0, nil, 0, 0, err
+	}
+	rowNumberExpr := &plan.Expr{
+		Typ: rowNumberFunc.Typ,
+		Expr: &plan.Expr_W{
+			W: &plan.WindowSpec{
+				WindowFunc: rowNumberFunc,
+				Name:       "row_number",
+				PartitionBy: []*plan.Expr{
+					DeepCopyExpr(targetActiveExpr),
+					DeepCopyExpr(targetRowIDExpr),
+				},
+				Frame: &plan.FrameClause{
+					Type: plan.FrameClause_ROWS,
+					Start: &plan.FrameBound{
+						Type:      plan.FrameBound_PRECEDING,
+						UnBounded: true,
+					},
+					End: &plan.FrameBound{
+						Type:      plan.FrameBound_FOLLOWING,
+						UnBounded: true,
+					},
+				},
+			},
+		},
+	}
+	lastNodeID = builder.appendNode(&plan.Node{
+		NodeType:    plan.Node_WINDOW,
+		Children:    []int32{lastNodeID},
+		WinSpecList: []*plan.Expr{rowNumberExpr},
+		WindowIdx:   0,
+		BindingTags: []int32{windowTag},
+	}, bindCtx)
+
+	rowNumberProjectPos := int32(len(selectNode.ProjectList))
+	projectTag := builder.genNewBindTag()
+	projectList := make([]*plan.Expr, 0, len(selectNode.ProjectList)+1)
+	for pos := range selectNode.ProjectList {
+		projectList = append(projectList, childColExpr(int32(pos)))
+	}
+	projectList = append(projectList, &plan.Expr{
+		Typ: rowNumberFunc.Typ,
+		Expr: &plan.Expr_Col{
+			Col: &plan.ColRef{
+				RelPos: windowTag,
+				ColPos: 0,
+				Name:   "__mo_multi_target_update_row_number",
+			},
+		},
+	})
+	projectNode := &plan.Node{
+		NodeType:    plan.Node_PROJECT,
+		Children:    []int32{lastNodeID},
+		ProjectList: projectList,
+		BindingTags: []int32{projectTag},
+	}
+	lastNodeID = builder.appendNode(projectNode, bindCtx)
+	return lastNodeID, projectNode, projectTag, rowNumberProjectPos, nil
+}
+
 func (builder *QueryBuilder) appendUpdateFromDedupNode(
 	bindCtx *BindContext,
 	lastNodeID int32,
diff --git a/pkg/sql/plan/bind_update_test.go b/pkg/sql/plan/bind_update_test.go
index d43af707584aa..c9e2fbcf5ad87 100644
--- a/pkg/sql/plan/bind_update_test.go
+++ b/pkg/sql/plan/bind_update_test.go
@@ -154,10 +154,10 @@ func TestClassifyIrregularIndexesForUpdate(t *testing.T) {
 			updateCols: map[string]tree.Expr{"id": nil},
 		},
 		{
-			name:       "unmigrated master stays legacy",
+			name:       "synchronous master uses modern maintenance",
 			tableDef:   newTableDef(newIndex("master", catalog.MOIndexMasterAlgo.ToString(), "", "body")),
 			updateCols: map[string]tree.Expr{"body": nil},
-			wantLegacy: true,
+			wantInline: 1,
 		},
 	}
 
diff --git a/pkg/sql/plan/build.go b/pkg/sql/plan/build.go
index 6ff66d0d040b7..74b64a6b9a954 100644
--- a/pkg/sql/plan/build.go
+++ b/pkg/sql/plan/build.go
@@ -408,6 +408,10 @@ func bindAndOptimizeUpdateQuery(ctx CompilerContext, stmt *tree.Update, isPrepar
 		route, reason, routedErr := classifyUpdatePlannerError(err)
 		switch route {
 		case updatePlannerLegacy:
+			if updateHasMultiTableTargetShape(stmt) {
+				recordUpdatePlannerRoute(updatePlannerRejected, reason, "rejected")
+				return nil, routedErr
+			}
 			recordUpdatePlannerRoute(route, reason, "selected")
 			if stmt.HasReturning() {
 				if reason == updateRouteReasonExternalTable {
diff --git a/pkg/sql/plan/build_test.go b/pkg/sql/plan/build_test.go
index c9fb0db8771e6..5663b37697374 100644
--- a/pkg/sql/plan/build_test.go
+++ b/pkg/sql/plan/build_test.go
@@ -37,6 +37,7 @@ import (
 	lockpb "github.com/matrixorigin/matrixone/pkg/pb/lock"
 	"github.com/matrixorigin/matrixone/pkg/pb/plan"
 	txnpb "github.com/matrixorigin/matrixone/pkg/pb/txn"
+	"github.com/matrixorigin/matrixone/pkg/sql/features"
 	"github.com/matrixorigin/matrixone/pkg/sql/parsers/dialect"
 	"github.com/matrixorigin/matrixone/pkg/sql/parsers/dialect/mysql"
 	"github.com/matrixorigin/matrixone/pkg/sql/parsers/tree"
@@ -2482,6 +2483,212 @@ func TestUpdatePgStyleFromDedupsDuplicateSourceMatchesOnNewPath(t *testing.T) {
 	}
 }
 
+func TestMySQLSingleTargetMultiTableUpdateDedupsDuplicateSourceMatches(t *testing.T) {
+	mock := NewMockOptimizer(true)
+	logicPlan, err := runOneStmt(mock, t,
+		"update nation as target, (select n_regionkey from nation) as source "+
+			"set target.n_regionkey = 555 where target.n_nationkey = 3")
+	require.NoError(t, err)
+	require.True(t, hasUpdateFromDedupWindow(logicPlan.GetQuery(), 1))
+}
+
+func TestMultiTargetUpdateUsesIndependentModernSelectors(t *testing.T) {
+	mock := NewMockOptimizer(true)
+	logicPlan, err := runOneStmt(
+		mock,
+		t,
+		"UPDATE nation n JOIN nation2 n2 ON n.n_nationkey = n2.n_nationkey "+
+			"SET n.n_name = n2.n_name, n2.n_comment = n.n_comment",
+	)
+	require.NoError(t, err)
+
+	query := logicPlan.GetQuery()
+	var multiUpdate *plan.Node
+	rowNumberWindows := 0
+	for _, node := range query.Nodes {
+		if node.NodeType == plan.Node_WINDOW {
+			for _, specExpr := range node.WinSpecList {
+				if spec := specExpr.GetW(); spec != nil &&
+					spec.Name == "row_number" &&
+					len(spec.PartitionBy) == 2 {
+					rowNumberWindows++
+				}
+			}
+		}
+		if node.NodeType == plan.Node_MULTI_UPDATE {
+			multiUpdate = node
+		}
+	}
+	require.NotNil(t, multiUpdate)
+	require.Equal(t, 2, rowNumberWindows)
+
+	mainCtxs := make(map[string]*plan.UpdateCtx)
+	for _, updateCtx := range multiUpdate.UpdateCtxList {
+		if updateCtx.TableDef == nil {
+			continue
+		}
+		if updateCtx.TableDef.Name == "nation" || updateCtx.TableDef.Name == "nation2" {
+			mainCtxs[updateCtx.TableDef.Name] = updateCtx
+		}
+	}
+	require.Len(t, mainCtxs, 2)
+	for _, name := range []string{"nation", "nation2"} {
+		updateCtx := mainCtxs[name]
+		require.NotNil(t, updateCtx)
+		require.True(t, updateCtx.DedupByTargetRowId)
+		require.Len(t, updateCtx.DeleteCols, 4)
+		require.NotEqual(t, updateCtx.DeleteCols[0].ColPos, updateCtx.DeleteCols[2].ColPos)
+		require.NotEqual(t, updateCtx.DeleteCols[2].ColPos, updateCtx.DeleteCols[3].ColPos)
+	}
+	require.NotEqual(
+		t,
+		mainCtxs["nation"].DeleteCols[0].ColPos,
+		mainCtxs["nation2"].DeleteCols[0].ColPos,
+	)
+
+	require.Len(t, multiUpdate.Children, 1)
+	lockNode := query.Nodes[multiUpdate.Children[0]]
+	require.Equal(t, plan.Node_LOCK_OP, lockNode.NodeType)
+	for i := 1; i < len(lockNode.LockTargets); i++ {
+		previous := lockNode.LockTargets[i-1]
+		current := lockNode.LockTargets[i]
+		require.True(t,
+			previous.TableId < current.TableId ||
+				(previous.TableId == current.TableId &&
+					previous.PrimaryColIdxInBat <= current.PrimaryColIdxInBat),
+		)
+	}
+}
+
+func TestPartitionedMultiTargetUpdateUsesModernPlan(t *testing.T) {
+	for _, test := range []struct {
+		sql                  string
+		partitionColumnCount int
+	}{
+		{
+			sql: "UPDATE nation n JOIN nation2 n2 ON n.n_nationkey = n2.n_nationkey " +
+				"SET n.n_name = n2.n_name, n2.n_comment = n.n_comment",
+			partitionColumnCount: 1,
+		},
+		{
+			sql: "UPDATE nation2 n2 JOIN nation n ON n.n_nationkey = n2.n_nationkey " +
+				"SET n2.n_comment = n.n_comment, n.n_name = n2.n_name",
+			partitionColumnCount: 1,
+		},
+		{
+			sql: "UPDATE nation n JOIN nation2 n2 ON n.n_nationkey = n2.n_nationkey " +
+				"SET n.n_nationkey = n.n_nationkey + 10, n2.n_comment = n.n_comment",
+			partitionColumnCount: 2,
+		},
+	} {
+		mock := NewMockOptimizer(true)
+		mock.ctxt.tables["nation"].FeatureFlag |= features.Partitioned
+		mock.ctxt.tables["nation"].Partition = &plan.Partition{
+			PartitionDefs: []*plan.PartitionDef{{
+				Def: &plan.Expr{Expr: &plan.Expr_F{F: &plan.Function{Args: []*plan.Expr{
+					{Expr: &plan.Expr_Col{Col: &plan.ColRef{Name: "n_nationkey"}}},
+				}}}},
+			}},
+		}
+		logicPlan, err := runOneStmt(mock, t, test.sql)
+		require.NoError(t, err)
+
+		multiUpdates := 0
+		for _, node := range logicPlan.GetQuery().Nodes {
+			if node.NodeType == plan.Node_MULTI_UPDATE {
+				multiUpdates++
+				require.Len(t, node.UpdateCtxList, 2)
+				for _, updateCtx := range node.UpdateCtxList {
+					if updateCtx.TableDef.Name == "nation" {
+						require.Len(t, updateCtx.PartitionCols, test.partitionColumnCount)
+						require.NotEqual(t, int32(-1), updateCtx.PartitionCols[0].ColPos)
+					} else {
+						require.Empty(t, updateCtx.PartitionCols)
+					}
+				}
+			}
+		}
+		require.Equal(t, 1, multiUpdates)
+	}
+}
+
+func TestSamePhysicalTargetAliasesShareMergedFinalRows(t *testing.T) {
+	for _, sql := range []string{
+		"UPDATE nation a JOIN nation b ON a.n_nationkey = b.n_nationkey " +
+			"SET a.n_name = 'a', b.n_comment = 'b'",
+		"UPDATE nation a JOIN nation b ON a.n_nationkey <> b.n_nationkey " +
+			"SET a.n_name = 'a', b.n_comment = 'b'",
+		"UPDATE nation a JOIN nation b ON a.n_nationkey <> b.n_nationkey " +
+			"JOIN nation2 n2 ON n2.n_nationkey = a.n_nationkey " +
+			"SET a.n_name = 'a', b.n_comment = 'b', n2.n_name = 'n2'",
+	} {
+		mock := NewMockOptimizer(true)
+		logicPlan, err := runOneStmt(mock, t, sql)
+		require.NoError(t, err, sql)
+
+		query := logicPlan.GetQuery()
+		var multiUpdate *plan.Node
+		mainContexts := 0
+		hasUnionAll := false
+		hasAggregate := false
+		for _, node := range query.Nodes {
+			switch node.NodeType {
+			case plan.Node_MULTI_UPDATE:
+				multiUpdate = node
+			case plan.Node_UNION_ALL:
+				hasUnionAll = true
+			case plan.Node_AGG:
+				hasAggregate = true
+			}
+		}
+
+		require.NotNil(t, multiUpdate)
+		require.True(t, hasUnionAll)
+		require.True(t, hasAggregate)
+		var tableID uint64
+		for _, updateCtx := range multiUpdate.UpdateCtxList {
+			if updateCtx.TableDef == nil || updateCtx.TableDef.Name != "nation" {
+				continue
+			}
+			mainContexts++
+			require.True(t, updateCtx.DedupByTargetRowId)
+			if tableID == 0 {
+				tableID = updateCtx.TableDef.TblId
+			} else {
+				require.Equal(t, tableID, updateCtx.TableDef.TblId)
+			}
+		}
+		require.Equal(t, 2, mainContexts)
+		if strings.Contains(sql, "nation2") {
+			require.Len(t, multiUpdate.UpdateCtxList, 3)
+		}
+	}
+}
+
+func TestModernMultiTargetOnUpdateColumnsKeepActiveSelectorsTyped(t *testing.T) {
+	for _, sql := range []string{
+		"UPDATE nation a JOIN nation b ON a.n_nationkey = b.n_nationkey " +
+			"SET a.n_name = 'a', b.n_comment = 'b'",
+		"UPDATE emp, dept SET emp.job = 'a', dept.loc = 'b' " +
+			"WHERE emp.deptno = dept.deptno",
+	} {
+		mock := NewMockOptimizer(true)
+		setMockOnUpdateExpr(t, mock, "nation", "n_regionkey", "1")
+		setMockOnUpdateExpr(t, mock, "emp", "sal", "1")
+		setMockOnUpdateExpr(t, mock, "dept", "dname", "'updated'")
+
+		logicPlan, err := runOneStmt(mock, t, sql)
+		require.NoError(t, err, sql)
+		multiUpdates := 0
+		for _, node := range logicPlan.GetQuery().Nodes {
+			if node.NodeType == plan.Node_MULTI_UPDATE {
+				multiUpdates++
+			}
+		}
+		require.Equal(t, 1, multiUpdates)
+	}
+}
+
 func TestUpdatePgStyleFromDedupPicksWholeSourceRow(t *testing.T) {
 	mock := NewMockOptimizer(true)
 
@@ -2672,146 +2879,22 @@ func TestUpdatePgStyleFromDedupAllowsDecimal256AndEnumUpdateColumns(t *testing.T
 	}
 }
 
-func TestUpdateFallbackMultiTargetGeneratedColumnsKeepProjectLayout(t *testing.T) {
+func TestModernMultiTargetGeneratedColumns(t *testing.T) {
 	mock := NewMockOptimizer(true)
 	setMockGeneratedColumn(t, mock, "emp", "ename", "job")
 	setMockGeneratedColumn(t, mock, "dept", "dname", "loc")
 
 	logicPlan, err := runOneStmt(mock, t,
 		"UPDATE emp, dept SET emp.job = dept.loc, dept.loc = emp.job WHERE emp.deptno = dept.deptno")
-	if err != nil {
-		t.Fatalf("build fallback multi-target update with generated columns: %v", err)
-	}
-	query := logicPlan.GetQuery()
-
-	assertFallbackUpdateProjectLength(t, query, len(mock.ctxt.tables["emp"].Cols)+2)
-	assertFallbackUpdateProjectLength(t, query, len(mock.ctxt.tables["dept"].Cols)+2)
-}
-
-// TestUpdateFallbackProjectLayoutDeterministic guards the per-target column-block
-// order of the fallback UPDATE planner. A multi-column SET must produce a
-// byte-identical project layout on every build; before the fix, ranging the
-// updateKeys map (column -> expr) appended the update expressions to the project
-// list in random order across runs. A fresh optimizer per iteration rebuilds the
-// maps, and Go randomizes map iteration, so a regression here fails reliably.
-func TestUpdateFallbackProjectLayoutDeterministic(t *testing.T) {
-	// Multi-target (emp, dept) exercises the table-block order; the two plain
-	// (non-indexed) update columns on emp (mgr, sal) exercise the per-target
-	// column order. Both were Go-map-ordered before the fix.
-	const sql = "UPDATE emp, dept SET emp.mgr = 1, emp.sal = 2, dept.loc = 'x' WHERE emp.deptno = dept.deptno"
-	var want []string
-	for iter := 0; iter < 16; iter++ {
-		mock := NewMockOptimizer(true)
-		logicPlan, err := runOneStmt(mock, t, sql)
-		if err != nil {
-			t.Fatalf("build fallback update (iter %d): %v", iter, err)
-		}
-		got := fallbackUpdateProjectLayout(logicPlan.GetQuery())
-		if len(got) == 0 {
-			t.Fatalf("iter %d: no fallback update project node found", iter)
-		}
-		if iter == 0 {
-			want = got
-			continue
-		}
-		assert.Equal(t, want, got,
-			"fallback UPDATE project layout must be deterministic across builds (iter %d)", iter)
-	}
-}
-
-// fallbackUpdateProjectLayout returns a stable signature of every fallback UPDATE
-// project node (a PROJECT over a SINK_SCAN): the ordered string form of each
-// project expression. query.Nodes is built in a deterministic index order, so
-// any cross-build difference reflects nondeterministic plan construction.
-func fallbackUpdateProjectLayout(query *Query) []string {
-	var layout []string
-	for _, node := range query.Nodes {
-		if node.NodeType != plan.Node_PROJECT || len(node.Children) != 1 {
-			continue
-		}
-		if query.Nodes[node.Children[0]].NodeType != plan.Node_SINK_SCAN {
-			continue
-		}
-		for _, e := range node.ProjectList {
-			layout = append(layout, e.String())
-		}
-	}
-	return layout
-}
-
-func TestUpdateFallbackGeneratedColumnsUseDefaultAfterRewrite(t *testing.T) {
-	mock := NewMockOptimizer(true)
-	setMockDefaultExpr(t, mock, "emp", "job", "job-default")
-	setMockGeneratedColumn(t, mock, "emp", "ename", "job")
-
-	logicPlan, err := runOneStmt(mock, t,
-		"UPDATE emp, dept SET emp.job = DEFAULT, dept.loc = 'default-marker' WHERE emp.deptno = dept.deptno")
-	if err != nil {
-		t.Fatalf("build fallback update with generated column over DEFAULT: %v", err)
-	}
-
-	node := requireFallbackSourceProjectNode(t, logicPlan.GetQuery(),
-		len(mock.ctxt.tables["emp"].Cols)+2+len(mock.ctxt.tables["dept"].Cols)+1, "default-marker")
-	if !nodeContainsStringLiteral(node, "job-default") {
-		t.Fatalf("generated column should use expanded DEFAULT expression, got %v", node.ProjectList)
-	}
-}
-
-func TestUpdateFallbackGeneratedColumnsUseOnUpdateAfterRewrite(t *testing.T) {
-	mock := NewMockOptimizer(true)
-	setMockOnUpdateExpr(t, mock, "emp", "job", "job-on-update")
-	setMockGeneratedColumn(t, mock, "emp", "ename", "job")
-
-	logicPlan, err := runOneStmt(mock, t,
-		"UPDATE emp, dept SET emp.comm = 1, dept.loc = 'on-update-marker' WHERE emp.deptno = dept.deptno")
-	if err != nil {
-		t.Fatalf("build fallback update with generated column over ON UPDATE: %v", err)
-	}
-
-	node := requireFallbackSourceProjectNode(t, logicPlan.GetQuery(),
-		len(mock.ctxt.tables["emp"].Cols)+2+len(mock.ctxt.tables["dept"].Cols)+1, "on-update-marker")
-	if !nodeContainsStringLiteral(node, "job-on-update") {
-		t.Fatalf("generated column should use ON UPDATE expression, got %v", node.ProjectList)
-	}
-}
-
-func TestUpdateFallbackGeneratedColumnChainUsesFreshExpr(t *testing.T) {
-	mock := NewMockOptimizer(true)
-	setMockGeneratedColumn(t, mock, "emp", "mgr", "empno")
-	setMockGeneratedColumn(t, mock, "emp", "deptno", "mgr")
-
-	logicPlan, err := runOneStmt(mock, t,
-		"UPDATE emp, dept SET emp.comm = 1, dept.loc = 'chain-marker' WHERE emp.deptno = dept.deptno")
-	if err != nil {
-		t.Fatalf("build fallback update with generated column chain: %v", err)
-	}
-
-	query := logicPlan.GetQuery()
-	assertFallbackUpdateAggDedupWithAnyValue(t, query)
+	require.NoError(t, err)
 
-	// Verify the generated-column chain without depending on the order of the
-	// appended update/recompute slots (that order is sensitive to map iteration
-	// and was a source of flakiness). emp contributes len(emp.Cols) base columns
-	// followed by its appended update + recomputed-generated expressions; both
-	// generated columns (mgr, deptno) must be freshly recomputed down to empno,
-	// so within that appended region none may reference the stale mgr column and
-	// exactly two must reference empno.
-	empCols := len(mock.ctxt.tables["emp"].Cols)
-	deptCols := len(mock.ctxt.tables["dept"].Cols)
-	node := requireFallbackSourceProjectNode(t, query, empCols+3+deptCols+1, "chain-marker")
-	empnoRefs := 0
-	for pos := empCols; pos < empCols+3; pos++ {
-		e := node.ProjectList[pos]
-		if exprContainsColName(e, "mgr") {
-			t.Fatalf("generated column chain must use freshly recomputed empno, not stale mgr; appended pos %d = %s", pos, e.String())
-		}
-		if exprContainsColName(e, "empno") {
-			empnoRefs++
+	multiUpdates := 0
+	for _, node := range logicPlan.GetQuery().Nodes {
+		if node.NodeType == plan.Node_MULTI_UPDATE {
+			multiUpdates++
 		}
 	}
-	if empnoRefs != 2 {
-		t.Fatalf("expected both generated columns (mgr, deptno) freshly recomputed to empno, got %d empno refs in emp appended region", empnoRefs)
-	}
+	require.Equal(t, 1, multiUpdates)
 }
 
 func TestPreparedForeignKeyActionsMarkQueryUncacheable(t *testing.T) {
@@ -2931,55 +3014,6 @@ func setMockEmpDeptForeignKeyAction(
 	deptTable.RefChildTbls = []uint64{empTable.TblId}
 }
 
-func TestUpdateFallbackGeneratedColumnMultiTableNonFirstHasGenerated(t *testing.T) {
-	mock := NewMockOptimizer(true)
-	// Generate dname from loc on the second table (dept).
-	setMockGeneratedColumn(t, mock, "dept", "dname", "loc")
-
-	logicPlan, err := runOneStmt(mock, t,
-		"UPDATE emp, dept SET emp.comm = 1, dept.loc = 'non-first-gen' WHERE emp.deptno = dept.deptno")
-	if err != nil {
-		t.Fatalf("build fallback multi-table update with non-first table generated column: %v", err)
-	}
-	query := logicPlan.GetQuery()
-
-	// The source project should contain emp cols (9) + SET comm (1) + dept cols (4) + SET loc (1) + generated dname (1) = 16.
-	empCols := len(mock.ctxt.tables["emp"].Cols)
-	deptCols := len(mock.ctxt.tables["dept"].Cols)
-	expectedLen := empCols + 1 + deptCols + 1 + 1 // emp SET + dept SET + dname generated
-	node := requireFallbackSourceProjectNode(t, query, expectedLen, "non-first-gen")
-	if !nodeContainsStringLiteral(node, "non-first-gen") {
-		t.Fatalf("generated column on non-first table should contain the SET value, got %v", node.ProjectList)
-	}
-}
-
-func TestUpdateFallbackGeneratedColumnChainAfterOptimize(t *testing.T) {
-	mock := NewMockOptimizer(true)
-	// Chain: sal depends on comm, comm is a SET column.
-	// After optimization and rewrite, sal's generated expr should use the SET value of comm.
-	setMockGeneratedColumn(t, mock, "emp", "sal", "comm")
-
-	logicPlan, err := runOneStmt(mock, t,
-		"UPDATE emp, dept SET emp.comm = 1, dept.loc = 'chain-opt-marker' WHERE emp.deptno = dept.deptno")
-	if err != nil {
-		t.Fatalf("build fallback update with generated column after optimization: %v", err)
-	}
-
-	// emp cols (9) + SET comm (1) + generated sal (1) + dept cols (4) + SET loc (1) = 16
-	empCols := len(mock.ctxt.tables["emp"].Cols)
-	deptCols := len(mock.ctxt.tables["dept"].Cols)
-	expectedLen := empCols + 2 + deptCols + 1
-	// Position of generated sal: after emp cols (9) + SET comm (1) = index 10
-	generatedExpr := requireFallbackSourceProjectExpr(t, logicPlan.GetQuery(), expectedLen,
-		empCols+1, "chain-opt-marker")
-	if generatedExpr == nil {
-		t.Fatal("generated column position after optimization should not be nil")
-	}
-	// The generated expr should be a non-nil expression (DeepCopy of the SET value).
-	// We don't check the exact contents since substituteColRefsInExpr deep-copies,
-	// but we verify the expression exists at the expected position.
-}
-
 func TestUpdateGeneratedColumnDerivedTableSourceOnFKTable(t *testing.T) {
 	mock := NewMockOptimizer(true)
 	setMockGeneratedColumn(t, mock, "emp", "sal", "comm")
@@ -3093,49 +3127,6 @@ func makeStringConstExpr(typ plan.Type, value string) *plan.Expr {
 	}
 }
 
-func requireFallbackSourceProjectNode(t *testing.T, query *Query, projectLen int, marker string) *Node {
-	for _, node := range query.Nodes {
-		if !isFallbackSourceProjectNode(query, node, projectLen, marker) {
-			continue
-		}
-		return node
-	}
-	t.Fatalf("missing fallback source project with length %d and marker %q", projectLen, marker)
-	return nil
-}
-
-func requireFallbackSourceProjectExpr(t *testing.T, query *Query, projectLen int, pos int, marker string) *plan.Expr {
-	for _, node := range query.Nodes {
-		if !isFallbackSourceProjectNode(query, node, projectLen, marker) {
-			continue
-		}
-		if pos >= len(node.ProjectList) {
-			continue
-		}
-		return node.ProjectList[pos]
-	}
-	t.Fatalf("missing fallback source project with length %d and marker %q", projectLen, marker)
-	return nil
-}
-
-func isFallbackSourceProjectNode(query *Query, node *Node, projectLen int, marker string) bool {
-	if node.NodeType != plan.Node_PROJECT || len(node.ProjectList) != projectLen {
-		return false
-	}
-	if len(node.Children) == 1 {
-		childIdx := node.Children[0]
-		if childIdx >= 0 && childIdx < int32(len(query.Nodes)) && query.Nodes[childIdx].NodeType == plan.Node_SINK_SCAN {
-			return false
-		}
-	}
-	for _, expr := range node.ProjectList {
-		if exprContainsStringLiteral(expr, marker) {
-			return true
-		}
-	}
-	return false
-}
-
 func hasUpdateFromDedupAnyValueAgg(query *Query, groupByLen int) bool {
 	for _, node := range query.Nodes {
 		if node.NodeType != plan.Node_AGG || len(node.GroupBy) != groupByLen {
@@ -3254,49 +3245,6 @@ func queryContainsExpr(query *Query, accept func(*plan.Expr) bool) bool {
 	return false
 }
 
-func nodeContainsStringLiteral(node *Node, value string) bool {
-	for _, expr := range node.ProjectList {
-		if exprContainsStringLiteral(expr, value) {
-			return true
-		}
-	}
-	return false
-}
-
-func assertFallbackUpdateProjectLength(t *testing.T, query *Query, projectLen int) {
-	for _, node := range query.Nodes {
-		if node.NodeType != plan.Node_PROJECT || len(node.ProjectList) != projectLen || len(node.Children) != 1 {
-			continue
-		}
-		child := query.Nodes[node.Children[0]]
-		if child.NodeType != plan.Node_SINK_SCAN {
-			continue
-		}
-		return
-	}
-	t.Fatalf("missing fallback update project with length %d", projectLen)
-}
-
-func assertFallbackUpdateAggDedupWithAnyValue(t *testing.T, query *Query) {
-	foundAgg := false
-	foundAnyValue := false
-	for _, node := range query.Nodes {
-		if node.NodeType != plan.Node_AGG {
-			continue
-		}
-		foundAgg = true
-		for _, expr := range node.AggList {
-			if exprContainsFuncName(expr, "any_value") {
-				foundAnyValue = true
-				break
-			}
-		}
-	}
-	if !foundAgg || !foundAnyValue {
-		t.Fatalf("fallback update should build agg dedup path with any_value, foundAgg=%v foundAnyValue=%v", foundAgg, foundAnyValue)
-	}
-}
-
 func exprContainsFuncName(expr *plan.Expr, name string) bool {
 	switch e := expr.Expr.(type) {
 	case *plan.Expr_F:
diff --git a/pkg/sql/plan/deepcopy.go b/pkg/sql/plan/deepcopy.go
index c2cb89e75980c..8a8958706d2fe 100644
--- a/pkg/sql/plan/deepcopy.go
+++ b/pkg/sql/plan/deepcopy.go
@@ -108,6 +108,8 @@ func DeepCopyUpdateCtxList(updateCtxList []*plan.UpdateCtx) []*plan.UpdateCtx {
 			InsertPkColIdx:        ctx.InsertPkColIdx,
 			CountDeleteAffectRows: ctx.CountDeleteAffectRows,
 			IgnoreAffectedRows:    ctx.IgnoreAffectedRows,
+			DedupByTargetRowId:    ctx.DedupByTargetRowId,
+			TargetUpdateCtxIdx:    ctx.TargetUpdateCtxIdx,
 		}
 	}
 
diff --git a/pkg/sql/plan/dml_context.go b/pkg/sql/plan/dml_context.go
index c1c3c0b703fd4..ac0053f253a29 100644
--- a/pkg/sql/plan/dml_context.go
+++ b/pkg/sql/plan/dml_context.go
@@ -114,13 +114,6 @@ func (dmlCtx *DMLContext) ResolveUpdateTables(ctx CompilerContext, stmt *tree.Up
 		}
 	}
 
-	if len(usedTbl) > 1 {
-		return newLegacyUpdatePlannerRouteError(
-			updateRouteReasonMultiTarget,
-			moerr.NewUnsupportedDML(ctx.GetContext(), "multi-table update"),
-		)
-	}
-
 	dmlCtx.updateCol2Expr = make([]map[string]tree.Expr, len(dmlCtx.tableDefs))
 	for alias, columnMap := range usedTbl {
 		idx := dmlCtx.aliasMap[alias]
@@ -159,10 +152,21 @@ func classifyUpdateTableResolutionError(ctx CompilerContext, stmt *tree.Update,
 			moerr.NewInvalidInput(ctx.GetContext(), "cannot insert/update/delete from external table"),
 		)
 	case foreignKeyUnsupportedDMLMsg:
+		if updateHasMultiTableTargetShape(stmt) {
+			return newUpdatePlannerRouteError(
+				updatePlannerRejected,
+				updateRouteReasonForeignKey,
+				err,
+			)
+		}
 		return newLegacyUpdatePlannerRouteError(updateRouteReasonForeignKey, err)
 	case unsupportedTableTypeDMLMsg:
 		if updateHasMultiTableTargetShape(stmt) {
-			return newLegacyUpdatePlannerRouteError(updateRouteReasonMultiTarget, err)
+			return newUpdatePlannerRouteError(
+				updatePlannerRejected,
+				updateRouteReasonTableForm,
+				err,
+			)
 		}
 		return newUpdatePlannerRouteError(
 			updatePlannerRejected,
@@ -275,34 +279,53 @@ func (dmlCtx *DMLContext) resolveSingleTable(
 ) error {
 	var tblName, dbName, alias string
 
-	if aliasTbl, ok := tbl.(*tree.AliasedTableExpr); ok {
-		alias = string(aliasTbl.As.Alias)
-		tbl = aliasTbl.Expr
-	}
-
 	for {
-		if baseTbl, ok := tbl.(*tree.ParenTableExpr); ok {
+		if aliasTbl, ok := tbl.(*tree.AliasedTableExpr); ok {
+			alias = string(aliasTbl.As.Alias)
+			tbl = aliasTbl.Expr
+		} else if baseTbl, ok := tbl.(*tree.ParenTableExpr); ok {
 			tbl = baseTbl.Expr
 		} else {
 			break
 		}
 	}
 
-	//if joinTbl, ok := tbl.(*tree.JoinTableExpr); ok {
-	//	dmlCtx.needAggFilter = true
-	//	err := setTableExprToDmlTableInfo(ctx, joinTbl.Left, dmlCtx, aliasMap, withMap)
-	//	if err != nil {
-	//		return err
-	//	}
-	//	if joinTbl.Right != nil {
-	//		return setTableExprToDmlTableInfo(ctx, joinTbl.Right, dmlCtx, aliasMap, withMap)
-	//	}
-	//	return nil
-	//}
+	if joinTbl, ok := tbl.(*tree.JoinTableExpr); ok {
+		if err := dmlCtx.resolveSingleTable(
+			ctx,
+			joinTbl.Left,
+			aliasMap,
+			withMap,
+			foreignKeyPolicy,
+		); err != nil {
+			return err
+		}
+		if joinTbl.Right != nil {
+			return dmlCtx.resolveSingleTable(
+				ctx,
+				joinTbl.Right,
+				aliasMap,
+				withMap,
+				foreignKeyPolicy,
+			)
+		}
+		return nil
+	}
 
 	if baseTbl, ok := tbl.(*tree.TableName); ok {
 		dbName = string(baseTbl.SchemaName)
 		tblName = string(baseTbl.ObjectName)
+	} else if _, ok := tbl.(*tree.Subquery); ok {
+		// Derived tables are read-only UPDATE sources. The SELECT binder owns
+		// their plan; DML target discovery must not route the whole statement to
+		// the legacy planner merely because a joined source is not writable.
+		return nil
+	} else if _, ok := tbl.(*tree.StatementSource); ok {
+		return nil
+	} else if _, ok := tbl.(*tree.ParenSelect); ok {
+		return nil
+	} else if _, ok := tbl.(*tree.Select); ok {
+		return nil
 	} else {
 		return moerr.NewUnsupportedDML(ctx.GetContext(), "unsupported table type")
 	}
diff --git a/pkg/sql/plan/types.go b/pkg/sql/plan/types.go
index 59a71afaf40a8..5091b9df38128 100644
--- a/pkg/sql/plan/types.go
+++ b/pkg/sql/plan/types.go
@@ -309,6 +309,7 @@ type QueryBuilder struct {
 	irregularMaintTableDef    *plan.TableDef
 	irregularMaintObjRef      *plan.ObjectRef
 	irregularMaintSkipInsert  bool
+	irregularUpdateMaints     []irregularUpdateMaintenance
 
 	// DML RETURNING consumes an attempt-local row image from a dedicated sink.
 	// The mutation plan and the returning projection use independent SINK_SCAN
@@ -334,6 +335,16 @@ type QueryBuilder struct {
 	cteRefs []*CTERef
 }
 
+type irregularUpdateMaintenance struct {
+	sourceStep  int32
+	deleteStep  int32
+	deletePkPos int32
+	deletePkTyp plan.Type
+	indexes     []*plan.IndexDef
+	tableDef    *plan.TableDef
+	objRef      *plan.ObjectRef
+}
+
 type OptimizerHints struct {
 	pushDownLimitToScan        int
 	pushDownTopThroughLeftJoin int
diff --git a/pkg/sql/plan/update_planner_route_test.go b/pkg/sql/plan/update_planner_route_test.go
index 4f83cbaf3d41d..a0239461a69cd 100644
--- a/pkg/sql/plan/update_planner_route_test.go
+++ b/pkg/sql/plan/update_planner_route_test.go
@@ -178,8 +178,8 @@ func TestBindUpdateProducesTypedPlannerRoutes(t *testing.T) {
 		{
 			name:       "multi target",
 			sql:        "UPDATE emp, dept SET emp.sal = 1, dept.loc = 'x'",
-			wantRoute:  updatePlannerLegacy,
-			wantReason: updateRouteReasonMultiTarget,
+			wantRoute:  updatePlannerModern,
+			wantReason: updateRouteReasonNone,
 		},
 		{
 			name: "irregular index column",
@@ -231,6 +231,24 @@ func TestBindUpdateProducesTypedPlannerRoutes(t *testing.T) {
 	}
 }
 
+func TestMultiTableUpdateNeverFallsBackToLegacyPlanner(t *testing.T) {
+	mock := NewMockOptimizer(true)
+	logicPlan, err := runOneStmt(
+		mock,
+		t,
+		"UPDATE emp, dept SET emp.sal = 1, dept.loc = 'x'",
+	)
+	require.NoError(t, err)
+
+	multiUpdates := 0
+	for _, node := range logicPlan.GetQuery().Nodes {
+		if node.NodeType == planpb.Node_MULTI_UPDATE {
+			multiUpdates++
+		}
+	}
+	require.Equal(t, 1, multiUpdates)
+}
+
 func TestBindUpdateForeignKeyRoutingByAffectedColumns(t *testing.T) {
 	prepareEmpDept := func(mock *MockOptimizer) {
 		emp := mock.ctxt.tables["emp"]
@@ -338,7 +356,7 @@ func TestBindUpdateForeignKeyRoutingByAffectedColumns(t *testing.T) {
 		))
 	})
 
-	t.Run("auto increment child key uses legacy final row validation", func(t *testing.T) {
+	t.Run("auto increment child key uses modern final row validation", func(t *testing.T) {
 		mock := NewMockOptimizer(true)
 		prepareEmpDept(mock)
 		emp := mock.ctxt.tables["emp"]
@@ -359,10 +377,9 @@ func TestBindUpdateForeignKeyRoutingByAffectedColumns(t *testing.T) {
 
 		builder := NewQueryBuilder(planpb.Query_UPDATE, mock.CurrentContext(), false, true)
 		_, err = builder.bindUpdate(stmt.(*tree.Update), NewBindContext(builder, nil))
-		require.Error(t, err)
-		route, reason, _ := classifyUpdatePlannerError(err)
-		require.Equal(t, updatePlannerLegacy, route)
-		require.Equal(t, updateRouteReasonAutoIncrementFK, reason)
+		require.NoError(t, err)
+		require.Equal(t, 1, countUpdateFkPlanNodes(builder.qry, planpb.Node_PRE_INSERT))
+		require.Equal(t, 1, countUpdateFkAsserts(builder.qry))
 	})
 
 	t.Run("disabled checks keep auto increment child key on modern route", func(t *testing.T) {
@@ -390,6 +407,23 @@ func TestBindUpdateForeignKeyRoutingByAffectedColumns(t *testing.T) {
 		require.Equal(t, 0, countUpdateFkMarkJoins(query))
 	})
 
+	t.Run("multi target auto increment child key stays modern", func(t *testing.T) {
+		mock := NewMockOptimizer(true)
+		prepareEmpDept(mock)
+		for _, col := range mock.ctxt.tables["emp"].Cols {
+			if col.Name == "deptno" {
+				col.Typ.AutoIncr = true
+			}
+		}
+
+		logicPlan, err := runOneStmt(mock, t,
+			"UPDATE emp, dept SET emp.deptno = DEFAULT, dept.loc = 'changed' "+
+				"WHERE emp.deptno = dept.deptno")
+		require.NoError(t, err)
+		require.Equal(t, 1, countUpdateFkPlanNodes(logicPlan.GetQuery(), planpb.Node_PRE_INSERT))
+		require.Equal(t, 1, countUpdateFkPlanNodes(logicPlan.GetQuery(), planpb.Node_MULTI_UPDATE))
+	})
+
 	t.Run("affected restricted parent key stays modern with child probe", func(t *testing.T) {
 		mock := NewMockOptimizer(true)
 		prepareEmpDept(mock)
@@ -912,10 +946,14 @@ func TestBindUpdateAutoIncrementRunsBeforeForeignKeys(t *testing.T) {
 		return -1
 	}
 
-	t.Run("child generated key uses legacy final row validation", func(t *testing.T) {
+	t.Run("child generated key uses modern final row validation", func(t *testing.T) {
 		mock := NewMockOptimizer(true)
 		prepareEmpDept(mock)
-		mock.ctxt.tables["emp"].Cols[7].Typ.AutoIncr = true
+		for _, col := range mock.ctxt.tables["emp"].Cols {
+			if col.Name == "deptno" {
+				col.Typ.AutoIncr = true
+			}
+		}
 		stmt, err := parsers.ParseOne(
 			mock.CurrentContext().GetContext(),
 			dialect.MYSQL,
@@ -925,12 +963,11 @@ func TestBindUpdateAutoIncrementRunsBeforeForeignKeys(t *testing.T) {
 		require.NoError(t, err)
 		defer stmt.Free()
 
-		builder := NewQueryBuilder(planpb.Query_UPDATE, mock.CurrentContext(), false, true)
-		_, err = builder.bindUpdate(stmt.(*tree.Update), NewBindContext(builder, nil))
-		require.ErrorContains(t, err, "auto_increment foreign key update")
-		route, reason, _ := classifyUpdatePlannerError(err)
-		require.Equal(t, updatePlannerLegacy, route)
-		require.Equal(t, updateRouteReasonAutoIncrementFK, reason)
+		query := bindDirect(t, mock, "UPDATE emp SET deptno = DEFAULT")
+		preInsertPos := firstNode(query, func(node *planpb.Node) bool {
+			return node.NodeType == planpb.Node_PRE_INSERT
+		})
+		require.NotEqual(t, -1, preInsertPos)
 	})
 
 	t.Run("parent action on generated key uses legacy planner", func(t *testing.T) {
diff --git a/proto/plan.proto b/proto/plan.proto
index 6ec773bb86223..2e6a56ec5ecac 100644
--- a/proto/plan.proto
+++ b/proto/plan.proto
@@ -640,6 +640,8 @@ message UpdateCtx {
   int32 insert_pk_col_idx = 11;
   bool count_delete_affect_rows = 12;
   bool ignore_affected_rows = 13;
+  bool dedup_by_target_row_id = 14;
+  int32 target_update_ctx_idx = 15;
 }
 
 message InsertCtx {
diff --git a/test/distributed/cases/dml/update/update_multi_target_modern.result b/test/distributed/cases/dml/update/update_multi_target_modern.result
new file mode 100644
index 0000000000000..e225537e69021
--- /dev/null
+++ b/test/distributed/cases/dml/update/update_multi_target_modern.result
@@ -0,0 +1,310 @@
+DROP TABLE IF EXISTS multi_update_target_a;
+DROP TABLE IF EXISTS multi_update_target_b;
+CREATE TABLE multi_update_target_a (
+id INT PRIMARY KEY,
+grp INT,
+x INT,
+y INT,
+UNIQUE KEY ux_a (id, x),
+KEY iy_a (y)
+);
+CREATE TABLE multi_update_target_b (
+id INT PRIMARY KEY,
+grp INT,
+x INT,
+y INT,
+UNIQUE KEY ux_b (id, x),
+KEY iy_b (y)
+);
+INSERT INTO multi_update_target_a VALUES
+(1, 1, 0, 0),
+(2, 1, 0, 0),
+(3, 2, 0, 0);
+INSERT INTO multi_update_target_b VALUES
+(10, 1, 0, 0),
+(20, 1, 0, 0),
+(30, 3, 0, 0);
+UPDATE multi_update_target_a a
+JOIN multi_update_target_b b ON a.grp = b.grp
+SET
+a.x = b.id,
+a.y = b.id,
+b.x = a.id,
+b.y = a.id;
+SELECT COUNT(*) FROM multi_update_target_a WHERE x <> y;
+count(*)
+0
+SELECT COUNT(*) FROM multi_update_target_b WHERE x <> y;
+count(*)
+0
+SELECT COUNT(*) FROM multi_update_target_a WHERE grp = 1 AND x = 0;
+count(*)
+0
+SELECT COUNT(*) FROM multi_update_target_b WHERE grp = 1 AND x = 0;
+count(*)
+0
+UPDATE multi_update_target_a a
+LEFT JOIN multi_update_target_b b ON a.grp = b.grp
+SET
+a.x = 7,
+b.x = 9;
+UPDATE multi_update_target_a a
+RIGHT JOIN multi_update_target_b b ON a.grp = b.grp
+SET
+a.y = 11,
+b.y = 13;
+SELECT id, x, y FROM multi_update_target_a ORDER BY id;
+id    x    y
+1    7    11
+2    7    11
+3    7    0
+SELECT id, x, y FROM multi_update_target_b ORDER BY id;
+id    x    y
+10    9    13
+20    9    13
+30    0    13
+DROP TABLE multi_update_target_a;
+DROP TABLE multi_update_target_b;
+DROP TABLE IF EXISTS multi_update_alias_target;
+CREATE TABLE multi_update_alias_target (
+id INT PRIMARY KEY,
+x INT,
+y INT
+);
+INSERT INTO multi_update_alias_target VALUES (1, 0, 0), (2, 0, 0);
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id = b.id
+SET
+a.x = 1,
+b.y = 2;
+SELECT ROW_COUNT();
+row_count()
+4
+SELECT id, x, y FROM multi_update_alias_target ORDER BY id;
+id    x    y
+1    1    2
+2    1    2
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id = 1 AND b.id = 1
+SET
+a.x = 3,
+b.y = 4;
+SELECT id, x, y FROM multi_update_alias_target ORDER BY id;
+id    x    y
+1    3    4
+2    1    2
+UPDATE multi_update_alias_target SET x = 0, y = 0;
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id <> b.id
+SET
+a.x = 1,
+b.y = 2;
+SELECT ROW_COUNT();
+row_count()
+4
+SELECT id, x, y FROM multi_update_alias_target ORDER BY id;
+id    x    y
+1    1    2
+2    1    2
+CREATE TABLE multi_update_alias_source (
+target_id INT,
+source_x INT,
+source_y INT
+);
+INSERT INTO multi_update_alias_source VALUES
+(1, NULL, 1),
+(1, 2, 2),
+(2, NULL, 1),
+(2, 2, 2);
+UPDATE multi_update_alias_target SET x = 0, y = 0;
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id = b.id
+JOIN multi_update_alias_source s ON s.target_id = a.id
+SET
+a.x = s.source_x,
+a.y = s.source_y,
+b.id = b.id;
+SELECT COUNT(*) AS mixed_source_rows
+FROM multi_update_alias_target
+WHERE NOT ((x IS NULL AND y = 1) OR (x = 2 AND y = 2));
+mixed_source_rows
+0
+CREATE TABLE multi_update_third_target (
+id INT PRIMARY KEY,
+z INT
+);
+INSERT INTO multi_update_third_target VALUES (1, 0), (2, 0);
+UPDATE multi_update_alias_target SET x = 0, y = 0;
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id <> b.id
+JOIN multi_update_third_target u ON u.id = a.id
+SET
+a.x = 1,
+b.y = 2,
+u.z = 3;
+SELECT ROW_COUNT();
+row_count()
+6
+SELECT id, x, y FROM multi_update_alias_target ORDER BY id;
+id    x    y
+1    1    2
+2    1    2
+SELECT id, z FROM multi_update_third_target ORDER BY id;
+id    z
+1    3
+2    3
+DROP TABLE multi_update_third_target;
+DROP TABLE multi_update_alias_source;
+DROP TABLE multi_update_alias_target;
+DROP TABLE IF EXISTS multi_update_partition_target;
+DROP TABLE IF EXISTS multi_update_plain_target;
+CREATE TABLE multi_update_partition_target (
+id INT PRIMARY KEY,
+x INT,
+y INT
+) PARTITION BY RANGE (id) (
+PARTITION p0 VALUES LESS THAN (2),
+PARTITION p1 VALUES LESS THAN (MAXVALUE)
+);
+CREATE TABLE multi_update_plain_target (
+id INT PRIMARY KEY,
+x INT
+);
+INSERT INTO multi_update_partition_target VALUES (1, 0, 0), (2, 0, 0);
+INSERT INTO multi_update_plain_target VALUES (1, 0), (2, 0);
+UPDATE multi_update_partition_target p
+JOIN multi_update_plain_target n ON p.id = n.id
+SET
+p.x = p.x + 1,
+n.x = n.x + 2;
+SELECT id, x FROM multi_update_partition_target ORDER BY id;
+id    x
+1    1
+2    1
+SELECT id, x FROM multi_update_plain_target ORDER BY id;
+id    x
+1    2
+2    2
+UPDATE multi_update_plain_target n
+JOIN multi_update_partition_target p ON n.id = p.id
+SET
+n.x = n.x + 2,
+p.x = p.x + 1;
+SELECT id, x FROM multi_update_partition_target ORDER BY id;
+id    x
+1    2
+2    2
+SELECT id, x FROM multi_update_plain_target ORDER BY id;
+id    x
+1    4
+2    4
+UPDATE multi_update_partition_target p
+JOIN multi_update_plain_target n ON p.id = n.id
+SET
+p.id = p.id + 10,
+n.x = 9
+WHERE p.id = 1;
+SELECT ROW_COUNT();
+row_count()
+2
+SELECT id, x FROM multi_update_partition_target ORDER BY id;
+id    x
+2    2
+11    2
+SELECT id, x FROM multi_update_plain_target ORDER BY id;
+id    x
+1    9
+2    4
+UPDATE multi_update_partition_target a
+JOIN multi_update_partition_target b ON a.id = b.id
+SET
+a.x = 7,
+b.y = 8;
+SELECT ROW_COUNT();
+row_count()
+4
+SELECT id, x, y FROM multi_update_partition_target ORDER BY id;
+id    x    y
+2    7    8
+11    7    8
+DROP TABLE multi_update_partition_target;
+DROP TABLE multi_update_plain_target;
+DROP TABLE IF EXISTS multi_update_on_update;
+CREATE TABLE multi_update_on_update (
+id INT PRIMARY KEY,
+x INT,
+y INT,
+updated_at TIMESTAMP DEFAULT '2000-01-01 00:00:00' ON UPDATE CURRENT_TIMESTAMP,
+KEY idx_updated_at (updated_at)
+);
+INSERT INTO multi_update_on_update (id, x, y) VALUES (1, 0, 0), (2, 0, 0);
+UPDATE multi_update_on_update a
+JOIN multi_update_on_update b ON a.id = b.id
+SET
+a.x = 1,
+b.y = 2;
+SELECT id, x, y FROM multi_update_on_update ORDER BY id;
+id    x    y
+1    1    2
+2    1    2
+SELECT COUNT(*) FROM multi_update_on_update WHERE updated_at = '2000-01-01 00:00:00';
+count(*)
+0
+DROP TABLE multi_update_on_update;
+DROP TABLE IF EXISTS multi_update_master_target;
+DROP TABLE IF EXISTS multi_update_master_plain;
+CREATE TABLE multi_update_master_target (
+id VARCHAR(30) PRIMARY KEY,
+a VARCHAR(30),
+b VARCHAR(30)
+);
+CREATE INDEX idx_multi_update_master USING MASTER ON multi_update_master_target(a, b);
+CREATE TABLE multi_update_master_plain (
+id VARCHAR(30) PRIMARY KEY,
+v VARCHAR(30)
+);
+INSERT INTO multi_update_master_target VALUES ('1', 'old', 'value');
+INSERT INTO multi_update_master_plain VALUES ('1', 'old');
+UPDATE multi_update_master_target m
+JOIN multi_update_master_plain p ON m.id = p.id
+SET
+m.a = 'changed',
+p.v = 'z';
+SELECT * FROM multi_update_master_target WHERE a = 'changed' AND b = 'value';
+id    a    b
+1    changed    value
+SELECT COUNT(*) FROM multi_update_master_target WHERE a = 'old' AND b = 'value';
+count(*)
+0
+SELECT * FROM multi_update_master_plain ORDER BY id;
+id    v
+1    z
+DROP TABLE multi_update_master_target;
+DROP TABLE multi_update_master_plain;
+DROP TABLE IF EXISTS multi_update_auto_child;
+DROP TABLE IF EXISTS multi_update_auto_plain;
+DROP TABLE IF EXISTS multi_update_auto_parent;
+CREATE TABLE multi_update_auto_parent (pid INT PRIMARY KEY);
+CREATE TABLE multi_update_auto_child (
+id INT PRIMARY KEY,
+pid INT AUTO_INCREMENT,
+FOREIGN KEY (pid) REFERENCES multi_update_auto_parent(pid)
+);
+CREATE TABLE multi_update_auto_plain (id INT PRIMARY KEY, v INT);
+INSERT INTO multi_update_auto_parent VALUES (1), (2);
+INSERT INTO multi_update_auto_child (id, pid) VALUES (1, 1);
+INSERT INTO multi_update_auto_plain VALUES (1, 0);
+UPDATE multi_update_auto_child c
+JOIN multi_update_auto_plain p ON c.id = p.id
+SET
+c.pid = DEFAULT,
+p.v = 9;
+SELECT id, pid FROM multi_update_auto_child;
+id    pid
+1    2
+SELECT id, v FROM multi_update_auto_plain;
+id    v
+1    9
+DROP TABLE multi_update_auto_child;
+DROP TABLE multi_update_auto_plain;
+DROP TABLE multi_update_auto_parent;
diff --git a/test/distributed/cases/dml/update/update_multi_target_modern.sql b/test/distributed/cases/dml/update/update_multi_target_modern.sql
new file mode 100644
index 0000000000000..b8b6819723239
--- /dev/null
+++ b/test/distributed/cases/dml/update/update_multi_target_modern.sql
@@ -0,0 +1,274 @@
+-- @suit
+
+-- @case
+-- @desc: multi-target UPDATE uses independent physical-row selection
+-- @label: bvt
+
+DROP TABLE IF EXISTS multi_update_target_a;
+DROP TABLE IF EXISTS multi_update_target_b;
+
+CREATE TABLE multi_update_target_a (
+    id INT PRIMARY KEY,
+    grp INT,
+    x INT,
+    y INT,
+    UNIQUE KEY ux_a (id, x),
+    KEY iy_a (y)
+);
+
+CREATE TABLE multi_update_target_b (
+    id INT PRIMARY KEY,
+    grp INT,
+    x INT,
+    y INT,
+    UNIQUE KEY ux_b (id, x),
+    KEY iy_b (y)
+);
+
+INSERT INTO multi_update_target_a VALUES
+    (1, 1, 0, 0),
+    (2, 1, 0, 0),
+    (3, 2, 0, 0);
+
+INSERT INTO multi_update_target_b VALUES
+    (10, 1, 0, 0),
+    (20, 1, 0, 0),
+    (30, 3, 0, 0);
+
+UPDATE multi_update_target_a a
+JOIN multi_update_target_b b ON a.grp = b.grp
+SET
+    a.x = b.id,
+    a.y = b.id,
+    b.x = a.id,
+    b.y = a.id;
+
+SELECT COUNT(*) FROM multi_update_target_a WHERE x <> y;
+SELECT COUNT(*) FROM multi_update_target_b WHERE x <> y;
+SELECT COUNT(*) FROM multi_update_target_a WHERE grp = 1 AND x = 0;
+SELECT COUNT(*) FROM multi_update_target_b WHERE grp = 1 AND x = 0;
+
+UPDATE multi_update_target_a a
+LEFT JOIN multi_update_target_b b ON a.grp = b.grp
+SET
+    a.x = 7,
+    b.x = 9;
+
+UPDATE multi_update_target_a a
+RIGHT JOIN multi_update_target_b b ON a.grp = b.grp
+SET
+    a.y = 11,
+    b.y = 13;
+
+SELECT id, x, y FROM multi_update_target_a ORDER BY id;
+SELECT id, x, y FROM multi_update_target_b ORDER BY id;
+
+DROP TABLE multi_update_target_a;
+DROP TABLE multi_update_target_b;
+
+DROP TABLE IF EXISTS multi_update_alias_target;
+CREATE TABLE multi_update_alias_target (
+    id INT PRIMARY KEY,
+    x INT,
+    y INT
+);
+INSERT INTO multi_update_alias_target VALUES (1, 0, 0), (2, 0, 0);
+
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id = b.id
+SET
+    a.x = 1,
+    b.y = 2;
+
+SELECT ROW_COUNT();
+SELECT id, x, y FROM multi_update_alias_target ORDER BY id;
+
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id = 1 AND b.id = 1
+SET
+    a.x = 3,
+    b.y = 4;
+
+SELECT id, x, y FROM multi_update_alias_target ORDER BY id;
+
+UPDATE multi_update_alias_target SET x = 0, y = 0;
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id <> b.id
+SET
+    a.x = 1,
+    b.y = 2;
+
+SELECT ROW_COUNT();
+SELECT id, x, y FROM multi_update_alias_target ORDER BY id;
+
+CREATE TABLE multi_update_alias_source (
+    target_id INT,
+    source_x INT,
+    source_y INT
+);
+INSERT INTO multi_update_alias_source VALUES
+    (1, NULL, 1),
+    (1, 2, 2),
+    (2, NULL, 1),
+    (2, 2, 2);
+
+UPDATE multi_update_alias_target SET x = 0, y = 0;
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id = b.id
+JOIN multi_update_alias_source s ON s.target_id = a.id
+SET
+    a.x = s.source_x,
+    a.y = s.source_y,
+    b.id = b.id;
+
+SELECT COUNT(*) AS mixed_source_rows
+FROM multi_update_alias_target
+WHERE NOT ((x IS NULL AND y = 1) OR (x = 2 AND y = 2));
+
+CREATE TABLE multi_update_third_target (
+    id INT PRIMARY KEY,
+    z INT
+);
+INSERT INTO multi_update_third_target VALUES (1, 0), (2, 0);
+
+UPDATE multi_update_alias_target SET x = 0, y = 0;
+UPDATE multi_update_alias_target a
+JOIN multi_update_alias_target b ON a.id <> b.id
+JOIN multi_update_third_target u ON u.id = a.id
+SET
+    a.x = 1,
+    b.y = 2,
+    u.z = 3;
+
+SELECT ROW_COUNT();
+SELECT id, x, y FROM multi_update_alias_target ORDER BY id;
+SELECT id, z FROM multi_update_third_target ORDER BY id;
+
+DROP TABLE multi_update_third_target;
+DROP TABLE multi_update_alias_source;
+DROP TABLE multi_update_alias_target;
+
+DROP TABLE IF EXISTS multi_update_partition_target;
+DROP TABLE IF EXISTS multi_update_plain_target;
+CREATE TABLE multi_update_partition_target (
+    id INT PRIMARY KEY,
+    x INT,
+    y INT
+) PARTITION BY RANGE (id) (
+    PARTITION p0 VALUES LESS THAN (2),
+    PARTITION p1 VALUES LESS THAN (MAXVALUE)
+);
+CREATE TABLE multi_update_plain_target (
+    id INT PRIMARY KEY,
+    x INT
+);
+INSERT INTO multi_update_partition_target VALUES (1, 0, 0), (2, 0, 0);
+INSERT INTO multi_update_plain_target VALUES (1, 0), (2, 0);
+
+UPDATE multi_update_partition_target p
+JOIN multi_update_plain_target n ON p.id = n.id
+SET
+    p.x = p.x + 1,
+    n.x = n.x + 2;
+
+SELECT id, x FROM multi_update_partition_target ORDER BY id;
+SELECT id, x FROM multi_update_plain_target ORDER BY id;
+
+UPDATE multi_update_plain_target n
+JOIN multi_update_partition_target p ON n.id = p.id
+SET
+    n.x = n.x + 2,
+    p.x = p.x + 1;
+
+SELECT id, x FROM multi_update_partition_target ORDER BY id;
+SELECT id, x FROM multi_update_plain_target ORDER BY id;
+
+UPDATE multi_update_partition_target p
+JOIN multi_update_plain_target n ON p.id = n.id
+SET
+    p.id = p.id + 10,
+    n.x = 9
+WHERE p.id = 1;
+
+SELECT ROW_COUNT();
+SELECT id, x FROM multi_update_partition_target ORDER BY id;
+SELECT id, x FROM multi_update_plain_target ORDER BY id;
+
+UPDATE multi_update_partition_target a
+JOIN multi_update_partition_target b ON a.id = b.id
+SET
+    a.x = 7,
+    b.y = 8;
+
+SELECT ROW_COUNT();
+SELECT id, x, y FROM multi_update_partition_target ORDER BY id;
+
+DROP TABLE multi_update_partition_target;
+DROP TABLE multi_update_plain_target;
+
+DROP TABLE IF EXISTS multi_update_on_update;
+CREATE TABLE multi_update_on_update (
+    id INT PRIMARY KEY,
+    x INT,
+    y INT,
+    updated_at TIMESTAMP DEFAULT '2000-01-01 00:00:00' ON UPDATE CURRENT_TIMESTAMP,
+    KEY idx_updated_at (updated_at)
+);
+INSERT INTO multi_update_on_update (id, x, y) VALUES (1, 0, 0), (2, 0, 0);
+UPDATE multi_update_on_update a
+JOIN multi_update_on_update b ON a.id = b.id
+SET
+    a.x = 1,
+    b.y = 2;
+SELECT id, x, y FROM multi_update_on_update ORDER BY id;
+SELECT COUNT(*) FROM multi_update_on_update WHERE updated_at = '2000-01-01 00:00:00';
+DROP TABLE multi_update_on_update;
+
+DROP TABLE IF EXISTS multi_update_master_target;
+DROP TABLE IF EXISTS multi_update_master_plain;
+CREATE TABLE multi_update_master_target (
+    id VARCHAR(30) PRIMARY KEY,
+    a VARCHAR(30),
+    b VARCHAR(30)
+);
+CREATE INDEX idx_multi_update_master USING MASTER ON multi_update_master_target(a, b);
+CREATE TABLE multi_update_master_plain (
+    id VARCHAR(30) PRIMARY KEY,
+    v VARCHAR(30)
+);
+INSERT INTO multi_update_master_target VALUES ('1', 'old', 'value');
+INSERT INTO multi_update_master_plain VALUES ('1', 'old');
+UPDATE multi_update_master_target m
+JOIN multi_update_master_plain p ON m.id = p.id
+SET
+    m.a = 'changed',
+    p.v = 'z';
+SELECT * FROM multi_update_master_target WHERE a = 'changed' AND b = 'value';
+SELECT COUNT(*) FROM multi_update_master_target WHERE a = 'old' AND b = 'value';
+SELECT * FROM multi_update_master_plain ORDER BY id;
+DROP TABLE multi_update_master_target;
+DROP TABLE multi_update_master_plain;
+
+DROP TABLE IF EXISTS multi_update_auto_child;
+DROP TABLE IF EXISTS multi_update_auto_plain;
+DROP TABLE IF EXISTS multi_update_auto_parent;
+CREATE TABLE multi_update_auto_parent (pid INT PRIMARY KEY);
+CREATE TABLE multi_update_auto_child (
+    id INT PRIMARY KEY,
+    pid INT AUTO_INCREMENT,
+    FOREIGN KEY (pid) REFERENCES multi_update_auto_parent(pid)
+);
+CREATE TABLE multi_update_auto_plain (id INT PRIMARY KEY, v INT);
+INSERT INTO multi_update_auto_parent VALUES (1), (2);
+INSERT INTO multi_update_auto_child (id, pid) VALUES (1, 1);
+INSERT INTO multi_update_auto_plain VALUES (1, 0);
+UPDATE multi_update_auto_child c
+JOIN multi_update_auto_plain p ON c.id = p.id
+SET
+    c.pid = DEFAULT,
+    p.v = 9;
+SELECT id, pid FROM multi_update_auto_child;
+SELECT id, v FROM multi_update_auto_plain;
+DROP TABLE multi_update_auto_child;
+DROP TABLE multi_update_auto_plain;
+DROP TABLE multi_update_auto_parent;