diff --git a/pkg/cmd/orderbook.go b/pkg/cmd/orderbook.go
index 4d6e80464..3ca6d1dba 100644
--- a/pkg/cmd/orderbook.go
+++ b/pkg/cmd/orderbook.go
@@ -2,6 +2,7 @@ package cmd
 
 import (
 	"context"
+	"encoding/json"
 	"fmt"
 	"syscall"
 	"time"
@@ -14,6 +15,12 @@ import (
 	"github.com/c9s/bbgo/pkg/types"
 )
 
+type PV struct {
+	bids types.PriceVolumeSlice
+	asks types.PriceVolumeSlice
+	t    int64
+}
+
 // go run ./cmd/bbgo orderbook --session=binance --symbol=BTCUSDT
 var orderbookCmd = &cobra.Command{
 	Use:   "orderbook --session=[exchange_name] --symbol=[pair_name]",
@@ -56,9 +63,16 @@ var orderbookCmd = &cobra.Command{
 
 		orderBook := types.NewMutexOrderBook(symbol, session.Exchange.Name())
 
+		pv1c := make(chan PV, 5000)
+		pv2c := make(chan PV, 5000)
+
 		s := session.Exchange.NewStream()
+		session.Key = "new"
+		s2 := session.Exchange.NewStream()
 		s.SetPublicOnly()
+		s2.SetPublicOnly()
 		s.Subscribe(types.BookChannel, symbol, types.SubscribeOptions{})
+		s2.Subscribe(types.BookChannel, symbol, types.SubscribeOptions{})
 		s.OnBookSnapshot(func(book types.SliceOrderBook) {
 			if dumpDepthUpdate {
 				log.Infof("orderbook snapshot: %s", book.String())
@@ -70,11 +84,19 @@ var orderbookCmd = &cobra.Command{
 				log.WithError(err).Panicf("invalid error book snapshot")
 			}
 
-			if bid, ask, ok := orderBook.BestBidAndAsk(); ok {
-				log.Infof("ASK | %f x %f / %f x %f | BID | %s",
-					ask.Volume.Float64(), ask.Price.Float64(),
-					bid.Price.Float64(), bid.Volume.Float64(),
-					book.Time.String())
+			/*
+				if bid, ask, ok := orderBook.BestBidAndAsk(); ok {
+					log.Infof("1) ASK | %f x %f / %f x %f | BID | %s",
+						ask.Volume.Float64(), ask.Price.Float64(),
+						bid.Price.Float64(), bid.Volume.Float64(),
+						book.Time.String())
+				}
+			*/
+
+			pv1c <- PV{
+				asks: orderBook.SideBook(types.SideTypeSell),
+				bids: orderBook.SideBook(types.SideTypeBuy),
+				t:    book.LastUpdateId,
 			}
 		})
 
@@ -84,11 +106,64 @@ var orderbookCmd = &cobra.Command{
 			}
 			orderBook.Update(book)
 
-			if bid, ask, ok := orderBook.BestBidAndAsk(); ok {
-				log.Infof("ASK | %f x %f / %f x %f | BID | %s",
-					ask.Volume.Float64(), ask.Price.Float64(),
-					bid.Price.Float64(), bid.Volume.Float64(),
-					book.Time.String())
+			/*
+				if bid, ask, ok := orderBook.BestBidAndAsk(); ok {
+					log.Infof("1) ASK | %f x %f / %f x %f | BID | %s",
+						ask.Volume.Float64(), ask.Price.Float64(),
+						bid.Price.Float64(), bid.Volume.Float64(),
+						book.Time.String())
+				}
+			*/
+			pv1c <- PV{
+				asks: orderBook.SideBook(types.SideTypeSell),
+				bids: orderBook.SideBook(types.SideTypeBuy),
+				t:    book.LastUpdateId,
+			}
+		})
+		s2.OnBookSnapshot(func(book types.SliceOrderBook) {
+			if dumpDepthUpdate {
+				log.Infof("orderbook snapshot: %s", book.String())
+			}
+
+			orderBook.Load(book)
+
+			if ok, err := orderBook.IsValid(); !ok {
+				log.WithError(err).Panicf("invalid error book snapshot")
+			}
+
+			/*
+				if bid, ask, ok := orderBook.BestBidAndAsk(); ok {
+					log.Infof("2) ASK | %f x %f / %f x %f | BID | %s",
+						ask.Volume.Float64(), ask.Price.Float64(),
+						bid.Price.Float64(), bid.Volume.Float64(),
+						book.Time.String())
+				}
+			*/
+			pv2c <- PV{
+				asks: orderBook.SideBook(types.SideTypeSell),
+				bids: orderBook.SideBook(types.SideTypeBuy),
+				t:    book.LastUpdateId,
+			}
+		})
+
+		s2.OnBookUpdate(func(book types.SliceOrderBook) {
+			if dumpDepthUpdate {
+				log.Infof("orderbook update: %s", book.String())
+			}
+			orderBook.Update(book)
+
+			/*
+				if bid, ask, ok := orderBook.BestBidAndAsk(); ok {
+					log.Infof("2) ASK | %f x %f / %f x %f | BID | %s",
+						ask.Volume.Float64(), ask.Price.Float64(),
+						bid.Price.Float64(), bid.Volume.Float64(),
+						book.Time.String())
+				}
+			*/
+			pv2c <- PV{
+				asks: orderBook.SideBook(types.SideTypeSell),
+				bids: orderBook.SideBook(types.SideTypeBuy),
+				t:    book.LastUpdateId,
 			}
 		})
 
@@ -96,6 +171,9 @@ var orderbookCmd = &cobra.Command{
 		if err := s.Connect(ctx); err != nil {
 			return fmt.Errorf("failed to connect to %s", sessionName)
 		}
+		if err := s2.Connect(ctx); err != nil {
+			return fmt.Errorf("failed to connect to %s", sessionName)
+		}
 
 		log.Infof("connected")
 		defer func() {
@@ -103,9 +181,86 @@ var orderbookCmd = &cobra.Command{
 			if err := s.Close(); err != nil {
 				log.WithError(err).Errorf("connection close error")
 			}
+			if err := s2.Close(); err != nil {
+				log.WithError(err).Errorf("connection close error")
+			}
 			time.Sleep(1 * time.Second)
 		}()
 
+		go func() {
+			flag := false
+			for {
+				select {
+				case pv1 := <-pv1c:
+					pv2 := <-pv2c
+
+					if flag && pv1.t != pv2.t {
+						log.Info("skip")
+					}
+
+					for pv1.t != pv2.t {
+						if pv1.t < pv2.t {
+							pv1 = <-pv1c
+						} else {
+							pv2 = <-pv2c
+						}
+					}
+
+					log.Infof("version of 1: %d, version of 2: %d", pv1.t, pv2.t)
+
+					flag = true
+
+					if len(pv1.asks) != len(pv2.asks) {
+						log.Info("not equal for length")
+						log.Infof("pv1 asks: %+v", pv1.asks)
+						log.Infof("pv2 asks: %+v", pv2.asks)
+						x, _ := json.Marshal(pv1.asks)
+						log.Infof("pv1 bids: %s", string(x))
+						y, _ := json.Marshal(pv2.asks)
+						log.Infof("pv2 bids: %s", string(y))
+
+						continue
+					}
+
+					for i := range pv1.asks {
+						if !pv1.asks[i].Equals(pv2.asks[i]) {
+							log.Info("not euqal for value")
+							log.Infof("pv1 asks: %+v", pv1.asks)
+							log.Infof("pv2 asks: %+v", pv2.asks)
+							x, _ := json.Marshal(pv1.asks)
+							log.Infof("pv1 bids: %s", string(x))
+							y, _ := json.Marshal(pv2.asks)
+							log.Infof("pv2 bids: %s", string(y))
+
+							continue
+						}
+					}
+
+					if len(pv1.bids) != len(pv2.bids) {
+						log.Info("not equal for length")
+						x, _ := json.Marshal(pv1.bids)
+						log.Infof("pv1 bids: %s", string(x))
+						y, _ := json.Marshal(pv2.bids)
+						log.Infof("pv2 bids: %s", string(y))
+
+						continue
+					}
+
+					for i := range pv1.bids {
+						if !pv1.bids[i].Equals(pv2.bids[i]) {
+							log.Info("not euqal for value")
+							x, _ := json.Marshal(pv1.bids)
+							log.Infof("pv1 bids: %s", string(x))
+							y, _ := json.Marshal(pv2.bids)
+							log.Infof("pv2 bids: %s", string(y))
+
+							continue
+						}
+					}
+				}
+			}
+		}()
+
 		cmdutil.WaitForSignal(ctx, syscall.SIGINT, syscall.SIGTERM)
 		return nil
 	},
diff --git a/pkg/exchange/max/exchange.go b/pkg/exchange/max/exchange.go
index cee0b151e..c0804159b 100644
--- a/pkg/exchange/max/exchange.go
+++ b/pkg/exchange/max/exchange.go
@@ -178,7 +178,7 @@ func (e *Exchange) QueryMarkets(ctx context.Context) (types.MarketMap, error) {
 }
 
 func (e *Exchange) NewStream() types.Stream {
-	stream := NewStream(e.key, e.secret)
+	stream := NewStream(e, e.key, e.secret)
 	stream.MarginSettings = e.MarginSettings
 	return stream
 }
diff --git a/pkg/exchange/max/maxapi/public_parser.go b/pkg/exchange/max/maxapi/public_parser.go
index 133dd2e68..55b7fe2d8 100644
--- a/pkg/exchange/max/maxapi/public_parser.go
+++ b/pkg/exchange/max/maxapi/public_parser.go
@@ -164,12 +164,15 @@ func parsePublicTradeEvent(val *fastjson.Value) (*PublicTradeEvent, error) {
 }
 
 type BookEvent struct {
-	Event     string `json:"e"`
-	Market    string `json:"M"`
-	Channel   string `json:"c"`
-	Timestamp int64  `json:"t"` // Millisecond timestamp
-	Bids      types.PriceVolumeSlice
-	Asks      types.PriceVolumeSlice
+	Event         string `json:"e"`
+	Market        string `json:"M"`
+	Channel       string `json:"c"`
+	Timestamp     int64  `json:"t"` // Millisecond timestamp
+	Bids          types.PriceVolumeSlice
+	Asks          types.PriceVolumeSlice
+	FirstUpdateID int64 `json:"fi"`
+	LastUpdateID  int64 `json:"li"`
+	Version       int64 `json:"v"`
 }
 
 func (e *BookEvent) Time() time.Time {
@@ -181,6 +184,7 @@ func (e *BookEvent) OrderBook() (snapshot types.SliceOrderBook, err error) {
 	snapshot.Time = e.Time()
 	snapshot.Bids = e.Bids
 	snapshot.Asks = e.Asks
+	snapshot.LastUpdateId = e.LastUpdateID
 	return snapshot, nil
 }
 
@@ -212,10 +216,13 @@ func parseKLineEvent(val *fastjson.Value) (*KLineEvent, error) {
 
 func parseBookEvent(val *fastjson.Value) (event *BookEvent, err error) {
 	event = &BookEvent{
-		Event:     string(val.GetStringBytes("e")),
-		Market:    string(val.GetStringBytes("M")),
-		Channel:   string(val.GetStringBytes("c")),
-		Timestamp: val.GetInt64("T"),
+		Event:         string(val.GetStringBytes("e")),
+		Market:        string(val.GetStringBytes("M")),
+		Channel:       string(val.GetStringBytes("c")),
+		Timestamp:     val.GetInt64("T"),
+		FirstUpdateID: val.GetInt64("fi"),
+		LastUpdateID:  val.GetInt64("li"),
+		Version:       val.GetInt64("v"),
 	}
 
 	// t := time.Unix(0, event.Timestamp*int64(time.Millisecond))
diff --git a/pkg/exchange/max/stream.go b/pkg/exchange/max/stream.go
index 766562ecf..5162d6d0f 100644
--- a/pkg/exchange/max/stream.go
+++ b/pkg/exchange/max/stream.go
@@ -11,6 +11,7 @@ import (
 
 	"github.com/google/uuid"
 
+	"github.com/c9s/bbgo/pkg/depth"
 	max "github.com/c9s/bbgo/pkg/exchange/max/maxapi"
 	"github.com/c9s/bbgo/pkg/types"
 )
@@ -40,19 +41,24 @@ type Stream struct {
 
 	accountSnapshotEventCallbacks []func(e max.AccountSnapshotEvent)
 	accountUpdateEventCallbacks   []func(e max.AccountUpdateEvent)
+
+	// depthBuffers is used for storing the depth info
+	depthBuffers map[string]*depth.Buffer
 }
 
-func NewStream(key, secret string) *Stream {
+func NewStream(ex *Exchange, key, secret string) *Stream {
 	stream := &Stream{
 		StandardStream: types.NewStandardStream(),
 		key:            key,
 		// pragma: allowlist nextline secret
-		secret: secret,
+		secret:       secret,
+		depthBuffers: make(map[string]*depth.Buffer),
 	}
 	stream.SetEndpointCreator(stream.getEndpoint)
 	stream.SetParser(max.ParseMessage)
 	stream.SetDispatcher(stream.dispatchEvent)
 	stream.OnConnect(stream.handleConnect)
+	stream.OnDisconnect(stream.handleDisconnect)
 	stream.OnAuthEvent(func(e max.AuthEvent) {
 		log.Infof("max websocket connection authenticated: %+v", e)
 		stream.EmitAuth()
@@ -62,9 +68,13 @@ func NewStream(key, secret string) *Stream {
 	stream.OnOrderSnapshotEvent(stream.handleOrderSnapshotEvent)
 	stream.OnOrderUpdateEvent(stream.handleOrderUpdateEvent)
 	stream.OnTradeUpdateEvent(stream.handleTradeEvent)
-	stream.OnBookEvent(stream.handleBookEvent)
 	stream.OnAccountSnapshotEvent(stream.handleAccountSnapshotEvent)
 	stream.OnAccountUpdateEvent(stream.handleAccountUpdateEvent)
+	if key == "new" {
+		stream.OnBookEvent(stream.handleBookEventNew(ex))
+	} else {
+		stream.OnBookEvent(stream.handleBookEvent)
+	}
 	return stream
 }
 
@@ -156,6 +166,13 @@ func (s *Stream) handleConnect() {
 	}
 }
 
+func (s *Stream) handleDisconnect() {
+	log.Debugf("resetting depth snapshots...")
+	for _, f := range s.depthBuffers {
+		f.Reset()
+	}
+}
+
 func (s *Stream) handleKLineEvent(e max.KLineEvent) {
 	kline := e.KLine.KLine()
 	s.EmitKLine(kline)
@@ -218,6 +235,41 @@ func (s *Stream) handleBookEvent(e max.BookEvent) {
 	}
 }
 
+func (s *Stream) handleBookEventNew(ex *Exchange) func(e max.BookEvent) {
+	return func(e max.BookEvent) {
+		symbol := toGlobalSymbol(e.Market)
+		f, ok := s.depthBuffers[symbol]
+		if ok {
+			err := f.AddUpdate(types.SliceOrderBook{
+				Symbol: toGlobalSymbol(e.Market),
+				Time:   e.Time(),
+				Bids:   e.Bids,
+				Asks:   e.Asks,
+			}, e.FirstUpdateID, e.LastUpdateID)
+			if err != nil {
+				log.WithError(err).Errorf("found missing %s update event", e.Market)
+			}
+		} else {
+			f = depth.NewBuffer(func() (types.SliceOrderBook, int64, error) {
+				log.Infof("fetching %s depth...", e.Market)
+				// the depth of websocket orderbook event is 50 by default, so we use 50 as limit here
+				return ex.QueryDepth(context.Background(), e.Market, 50)
+			})
+			f.SetBufferingPeriod(time.Second)
+			f.OnReady(func(snapshot types.SliceOrderBook, updates []depth.Update) {
+				s.EmitBookSnapshot(snapshot)
+				for _, u := range updates {
+					s.EmitBookUpdate(u.Object)
+				}
+			})
+			f.OnPush(func(update depth.Update) {
+				s.EmitBookUpdate(update.Object)
+			})
+			s.depthBuffers[symbol] = f
+		}
+	}
+}
+
 func (s *Stream) handleAccountSnapshotEvent(e max.AccountSnapshotEvent) {
 	snapshot := map[string]types.Balance{}
 	for _, bm := range e.Balances {