diff --git a/pkg/exchange/binance/exchange.go b/pkg/exchange/binance/exchange.go
index c4fb420be..4c103dce4 100644
--- a/pkg/exchange/binance/exchange.go
+++ b/pkg/exchange/binance/exchange.go
@@ -26,6 +26,9 @@ func init() {
 
 type Exchange struct {
 	Client *binance.Client
+
+	useMargin         bool
+	useMarginIsolated bool
 }
 
 func New(key, secret string) *Exchange {
@@ -39,6 +42,11 @@ func (e *Exchange) Name() types.ExchangeName {
 	return types.ExchangeBinance
 }
 
+func (e *Exchange) UseMargin(isolated bool) {
+	e.useMargin = true
+	e.useMarginIsolated = isolated
+}
+
 func (e *Exchange) QueryMarkets(ctx context.Context) (types.MarketMap, error) {
 	log.Info("querying market info...")
 
@@ -96,7 +104,13 @@ func (e *Exchange) QueryAveragePrice(ctx context.Context, symbol string) (float6
 }
 
 func (e *Exchange) NewStream() types.Stream {
-	return NewStream(e.Client)
+	stream := NewStream(e.Client)
+
+	if e.useMargin {
+		stream.UseMargin(e.useMarginIsolated)
+	}
+
+	return stream
 }
 
 func (e *Exchange) QueryWithdrawHistory(ctx context.Context, asset string, since, until time.Time) (allWithdraws []types.Withdraw, err error) {
diff --git a/pkg/exchange/binance/stream.go b/pkg/exchange/binance/stream.go
index 08c4a92d0..170916979 100644
--- a/pkg/exchange/binance/stream.go
+++ b/pkg/exchange/binance/stream.go
@@ -45,29 +45,17 @@ type Stream struct {
 	balanceUpdateEventCallbacks       []func(event *BalanceUpdateEvent)
 	outboundAccountInfoEventCallbacks []func(event *OutboundAccountInfoEvent)
 	executionReportEventCallbacks     []func(event *ExecutionReportEvent)
+
+	useMargin         bool
+	useMarginIsolated bool
 }
 
 func NewStream(client *binance.Client) *Stream {
-	// binance BalanceUpdate = withdrawal or deposit changes
-	/*
-		stream.OnBalanceUpdateEvent(func(e *binance.BalanceUpdateEvent) {
-			a.mu.Lock()
-			defer a.mu.Unlock()
-
-			delta := util.MustParseFloat(e.Delta)
-			if balance, ok := a.Balances[e.Asset]; ok {
-				balance.Available += delta
-				a.Balances[e.Asset] = balance
-			}
-		})
-	*/
-
 	stream := &Stream{
 		Client: client,
 	}
 
-	var depthFrames = make(map[string]*DepthFrame)
-
+	depthFrames := make(map[string]*DepthFrame)
 	stream.OnDepthEvent(func(e *DepthEvent) {
 		f, ok := depthFrames[e.Symbol]
 		if !ok {
@@ -201,12 +189,34 @@ func (s *Stream) dial(listenKey string) (*websocket.Conn, error) {
 	return conn, nil
 }
 
+func (s *Stream) UseMargin(isolated bool) {
+	s.useMargin = true
+	s.useMarginIsolated = isolated
+}
+
+func (s *Stream) fetchListenKey(ctx context.Context) (string, error) {
+	if s.useMargin {
+		return s.Client.NewStartMarginUserStreamService().Do(ctx)
+	}
+
+	return s.Client.NewStartUserStreamService().Do(ctx)
+}
+
+func (s *Stream) keepaliveListenKey(ctx context.Context, listenKey string) error {
+	if s.useMargin {
+		return s.Client.NewKeepaliveMarginUserStreamService().ListenKey(listenKey).Do(ctx)
+	}
+
+	return s.Client.NewKeepaliveUserStreamService().ListenKey(listenKey).Do(ctx)
+}
+
 func (s *Stream) connect(ctx context.Context) error {
 	if s.publicOnly {
 		log.Infof("stream is set to public only mode")
 	} else {
-		log.Infof("creating user data stream...")
-		listenKey, err := s.Client.NewStartUserStreamService().Do(ctx)
+		log.Infof("request listen key for creating user data stream...")
+
+		listenKey, err := s.fetchListenKey(ctx)
 		if err != nil {
 			return err
 		}
@@ -268,7 +278,7 @@ func (s *Stream) read(ctx context.Context) {
 
 		case <-keepAliveTicker.C:
 			if !s.publicOnly {
-				if err := s.Client.NewKeepaliveUserStreamService().ListenKey(s.ListenKey).Do(ctx); err != nil {
+				if err := s.keepaliveListenKey(ctx, s.ListenKey); err != nil {
 					log.WithError(err).Errorf("listen key keep-alive error: %v key: %s", err, maskListenKey(s.ListenKey))
 				}
 			}
@@ -348,9 +358,16 @@ func (s *Stream) read(ctx context.Context) {
 	}
 }
 
-func (s *Stream) invalidateListenKey(ctx context.Context, listenKey string) error {
-	// use background context to invalidate the user stream
-	err := s.Client.NewCloseUserStreamService().ListenKey(listenKey).Do(ctx)
+func (s *Stream) invalidateListenKey(ctx context.Context, listenKey string) (err error) {
+	// should use background context to invalidate the user stream
+	log.Info("[binance] closing listen key")
+
+	if s.useMargin {
+		err = s.Client.NewCloseMarginUserStreamService().ListenKey(listenKey).Do(ctx)
+	} else {
+		err = s.Client.NewCloseUserStreamService().ListenKey(listenKey).Do(ctx)
+	}
+
 	if err != nil {
 		log.WithError(err).Error("[binance] error deleting listen key")
 		return err
diff --git a/scripts/maxapi.sh b/scripts/maxapi.sh
index f040ebee0..24367c761 100755
--- a/scripts/maxapi.sh
+++ b/scripts/maxapi.sh
@@ -93,6 +93,14 @@ function me()
     send_auth_request "GET" "/api/v2/members/me" params
 }
 
+function depth()
+{
+    local market=$1
+    declare -A params=()
+    params[market]=$market
+    send_auth_request "GET" "/api/v2/depth" params
+}
+
 function submitOrder()
 {
     local -n params=$1
diff --git a/utils/binance-margin-stream/main.go b/utils/binance-margin-stream/main.go
new file mode 100644
index 000000000..7768cdde4
--- /dev/null
+++ b/utils/binance-margin-stream/main.go
@@ -0,0 +1,35 @@
+package main
+
+import (
+	"context"
+	"os"
+	"syscall"
+	"time"
+
+	log "github.com/sirupsen/logrus"
+
+	"github.com/c9s/bbgo/pkg/cmd/cmdutil"
+	"github.com/c9s/bbgo/pkg/exchange/binance"
+)
+
+func main() {
+	log.SetLevel(log.DebugLevel)
+
+	ctx, cancel := context.WithCancel(context.Background())
+
+	// gobinance.NewClient(os.Getenv("BINANCE_API_KEY"), os.Getenv("BINANCE_API_SECRET"))
+
+	ex := binance.New(os.Getenv("BINANCE_API_KEY"), os.Getenv("BINANCE_API_SECRET"))
+	ex.UseMargin(true)
+	stream := ex.NewStream()
+
+	if err := stream.Connect(ctx); err != nil {
+		log.Fatal(err)
+	}
+
+	cmdutil.WaitForSignal(ctx, syscall.SIGINT, syscall.SIGTERM)
+	cancel()
+	time.Sleep(5 * time.Second)
+
+	return
+}