diff --git a/eth/api_simulation.go b/eth/api_simulation.go
index b73048aaec24..d86b56594d4d 100644
--- a/eth/api_simulation.go
+++ b/eth/api_simulation.go
@@ -5,13 +5,15 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
-	"github.com/ethereum/go-ethereum/core/txpool"
+	"github.com/ethereum/go-ethereum/common"
 	"math"
 	"strings"
 	"sync"
 	"sync/atomic"
 	"time"
 
+	"github.com/ethereum/go-ethereum/core/txpool"
+
 	"github.com/ethereum/go-ethereum/common/hexutil"
 	"github.com/ethereum/go-ethereum/core"
 	"github.com/ethereum/go-ethereum/core/state"
@@ -27,15 +29,23 @@ type TraceInternalTransactionArgs struct {
 	Tx hexutil.Bytes `json:"tx"`
 }
 
-type TransactionInternalTransactionsByBundleArgs struct {
-	Txs []hexutil.Bytes `json:"txs"`
-}
-
 type Backend interface {
 	BlockChain() *core.BlockChain
 	TxPool() *txpool.TxPool
 }
 
+// list is a "list" of the statedb belonging to an account, sorted by account nonce
+type list struct {
+	snapshots map[uint64]*state.StateDB
+	mu        sync.Mutex
+}
+
+func (l *list) findSnapshotByNonce(nonce uint64) *state.StateDB {
+	l.mu.Lock()
+	defer l.mu.Unlock()
+	return l.snapshots[nonce]
+}
+
 // SimulationAPIBackend creates a new simulation API
 type SimulationAPIBackend struct {
 	eth Backend
@@ -53,6 +63,8 @@ type SimulationAPIBackend struct {
 	stateDb              *state.StateDB  // current stateDb of the blockchain
 	currentSigner        types.Signer    // current signer according to the current block
 	currentBlockCtx      vm.BlockContext // current block context according to the current block
+
+	stateDbCheckpoint sync.Map // store "list" of checkpoint belonging to an account address
 }
 
 func NewSimulationAPI(eth Backend) *SimulationAPIBackend {
@@ -103,42 +115,6 @@ func (b *SimulationAPIBackend) TraceInternalTransaction(ctx context.Context, arg
 	return simulationResponse, nil
 }
 
-func (b *SimulationAPIBackend) TraceInternalTransactionsByBundle(ctx context.Context, args TransactionInternalTransactionsByBundleArgs) ([]*types.SimulationTxResponse, error) {
-	if len(args.Txs) == 0 {
-		return nil, errors.New("missing transaction")
-	}
-
-	if isCatchUpLatestBlock := b.isCatchUpLatestBlock.Load(); !isCatchUpLatestBlock {
-		var blockNumber uint64
-		if b.currentBlock != nil {
-			blockNumber = b.currentBlock.NumberU64()
-		}
-		return nil, fmt.Errorf("the state isn't up to date, block_number: %d", blockNumber)
-	}
-
-	var (
-		currentBlock             = b.currentBlock
-		stateDb                  = b.stateDb
-		simulationBundleResponse = make([]*types.SimulationTxResponse, 0)
-	)
-
-	for _, binaryTx := range args.Txs {
-		tx := new(types.Transaction)
-		if err := tx.UnmarshalBinary(binaryTx); err != nil {
-			return nil, err
-		}
-
-		simulationResponse, err := b.simulate(tx, stateDb.Copy(), currentBlock)
-		if err != nil {
-			return nil, err
-		}
-
-		simulationBundleResponse = append(simulationBundleResponse, simulationResponse)
-	}
-
-	return simulationBundleResponse, nil
-}
-
 func (b *SimulationAPIBackend) Stop() {
 	b.chainHeadSub.Unsubscribe()
 	close(b.exitCh)
@@ -174,6 +150,10 @@ func (b *SimulationAPIBackend) loop() error {
 			b.currentBlockCtx = blockCtx
 			b.currentSigner = signer
 			b.isCatchUpLatestBlock.Store(true)
+
+			// clear the checkpoint of snapshots if the states are stale
+			b.clearStaleSnapshots(readOnlyStateDb.Copy())
+
 		case err := <-b.chainHeadSub.Err():
 			return err
 		case <-b.exitCh:
@@ -213,6 +193,18 @@ func (b *SimulationAPIBackend) simulate(tx *types.Transaction, stateDb *state.St
 			TxHash:      tx.Hash(),
 		}
 	)
+	// load the checkpoint db if exists
+	var currentList *list
+	if enc, found := b.stateDbCheckpoint.Load(msg.From.Hex()); found && enc != nil {
+		list, ok := enc.(*list)
+		if ok && list != nil {
+			currentList = list
+			checkpointStateDb := list.findSnapshotByNonce(msg.Nonce)
+			if checkpointStateDb != nil {
+				stateDb = checkpointStateDb.Copy()
+			}
+		}
+	}
 
 	internalTransactionTracer, err := tracers.DefaultDirectory.New(native.InternalTransactionTracerName, tracerCtx, json.RawMessage{})
 	if err != nil {
@@ -232,6 +224,7 @@ func (b *SimulationAPIBackend) simulate(tx *types.Transaction, stateDb *state.St
 		log.Error("Failed to apply the message", "hash", tx.Hash().String(), "number", currentBlock.NumberU64(), "err", err)
 		return nil, err
 	}
+	b.storeSnapshot(stateDb, currentList, msg.Nonce, msg.From)
 
 	if executionResult == nil {
 		log.Warn("Simulation result is empty", "tx_hash", tx.Hash().String())
@@ -311,3 +304,41 @@ func (b *SimulationAPIBackend) isLatestBlock(blockTime int64) bool {
 	}
 	return false
 }
+
+func (b *SimulationAPIBackend) storeSnapshot(stateDb *state.StateDB, l *list, nonce uint64, from common.Address) {
+	if l == nil {
+		l = &list{
+			snapshots: make(map[uint64]*state.StateDB),
+		}
+	}
+	nextNonce := nonce + 1
+	l.snapshots[nextNonce] = stateDb
+	b.stateDbCheckpoint.Store(from.Hex(), l)
+}
+
+func (b *SimulationAPIBackend) clearStaleSnapshots(stateDb *state.StateDB) {
+	b.stateDbCheckpoint.Range(func(k, v any) bool {
+		l := v.(*list)
+
+		address := k.(string)
+
+		if l == nil {
+			b.stateDbCheckpoint.Delete(address)
+			return true
+		}
+
+		pendingNonce := stateDb.GetNonce(common.HexToAddress(address))
+
+		for nonce := range l.snapshots {
+			if pendingNonce > nonce-1 {
+				delete(l.snapshots, nonce)
+			}
+		}
+
+		if len(l.snapshots) == 0 {
+			b.stateDbCheckpoint.Delete(address)
+			return true
+		}
+		return true
+	})
+}