diff --git a/dex/src/main/scala/com/wavesplatform/dex/actors/orderbook/AggregatedOrderBookActor.scala b/dex/src/main/scala/com/wavesplatform/dex/actors/orderbook/AggregatedOrderBookActor.scala
index 83f02f6199..7ad361853f 100644
--- a/dex/src/main/scala/com/wavesplatform/dex/actors/orderbook/AggregatedOrderBookActor.scala
+++ b/dex/src/main/scala/com/wavesplatform/dex/actors/orderbook/AggregatedOrderBookActor.scala
@@ -238,7 +238,7 @@ object AggregatedOrderBookActor {
         lastTrade = None,
         lastUpdateTs = 0,
         compiledHttpView = Map.empty,
-        ws = WsOrderBookState(Map.empty, Set.empty, Set.empty, lastTrade = None, changedTickSize = None),
+        ws = WsOrderBookState.empty,
         wsSendSchedule = Cancellable.alreadyCancelled
       )
 
diff --git a/dex/src/main/scala/com/wavesplatform/dex/api/ws/state/WsOrderBookState.scala b/dex/src/main/scala/com/wavesplatform/dex/api/ws/state/WsOrderBookState.scala
index 10242ca8c5..a36570b6e9 100644
--- a/dex/src/main/scala/com/wavesplatform/dex/api/ws/state/WsOrderBookState.scala
+++ b/dex/src/main/scala/com/wavesplatform/dex/api/ws/state/WsOrderBookState.scala
@@ -20,21 +20,20 @@ case class WsOrderBookState(
   changedAsks: Set[Price],
   changedBids: Set[Price],
   lastTrade: Option[LastTrade],
-  changedTickSize: Option[Double]
+  changedTickSize: Option[Double],
+  prevTickState: WsState
 ) {
 
   def addSubscription(x: ActorRef[WsOrderBookChanges]): WsOrderBookState = copy(wsConnections = wsConnections.updated(x, 0L))
 
   def withoutSubscription(x: ActorRef[WsOrderBookChanges]): WsOrderBookState = {
     val updatedConnections = wsConnections - x
-    if (updatedConnections.isEmpty) WsOrderBookState.empty
+    if (updatedConnections.isEmpty) WsOrderBookState.empty.copy(prevTickState = prevTickState)
     else copy(wsConnections = updatedConnections)
   }
 
   def hasSubscriptions: Boolean = wsConnections.nonEmpty
 
-  def hasChanges: Boolean = changedAsks.nonEmpty || changedBids.nonEmpty || lastTrade.nonEmpty || changedTickSize.nonEmpty
-
   def denormalized(amountDecimals: Int, priceDecimals: Int, xs: TreeMap[Price, Amount], ordering: Ordering[Double]): TreeMap[Double, Double] =
     xs.map {
       case (price, amount) =>
@@ -55,13 +54,16 @@ case class WsOrderBookState(
     bids: TreeMap[Price, Amount],
     timestamp: Long
   ): WsOrderBookState = copy(
-    wsConnections =
-      if (hasChanges) {
+    wsConnections = {
+      val preparedAsks = take(asks, changedAsks, prevTickState.asks)
+      val preparedBids = take(bids, changedBids, prevTickState.bids)
+
+      if (lastTrade.nonEmpty || changedTickSize.nonEmpty || preparedBids.nonEmpty || preparedAsks.nonEmpty) {
         val changes =
           protocol.WsOrderBookChanges(
             assetPair = assetPair,
-            asks = denormalized(amountDecimals, priceDecimals, take(asks, changedAsks), OrderBook.asksDenormalizedOrdering),
-            bids = denormalized(amountDecimals, priceDecimals, take(bids, changedBids), OrderBook.bidsDenormalizedOrdering),
+            asks = denormalized(amountDecimals, priceDecimals, preparedAsks, OrderBook.asksDenormalizedOrdering),
+            bids = denormalized(amountDecimals, priceDecimals, preparedBids, OrderBook.bidsDenormalizedOrdering),
             lastTrade = lastTrade.map(lastTrade(amountDecimals, priceDecimals, _)),
             updateId = 0L, // Will be changed below
             timestamp = timestamp,
@@ -73,20 +75,48 @@ case class WsOrderBookState(
             conn ! changes.copy(updateId = newUpdateId)
             conn -> newUpdateId
         }
-      } else wsConnections,
+      } else wsConnections
+    },
     changedAsks = Set.empty,
     changedBids = Set.empty,
     lastTrade = None,
-    changedTickSize = None
+    changedTickSize = None,
+    prevTickState = updatePrevTickState(asks, bids, lastTrade, changedTickSize)
   )
 
-  def take(xs: TreeMap[Price, Amount], levels: Set[Price]): TreeMap[Price, Amount] = {
+  def updatePrevTickState(asks: Map[Price, Amount], bids: Map[Price, Amount], lt: Option[LastTrade], lc: Option[Double]): WsState =
+    prevTickState.copy(
+      asks = (prevTickState.asks ++ asks).filter(_._2 != 0),
+      bids = (prevTickState.bids ++ bids).filter(_._2 != 0),
+      lastTrade = if (lt.isEmpty) prevTickState.lastTrade else lt,
+      tickSize = if (lc.isEmpty) prevTickState.tickSize else lc
+    )
+
+  def updatePrevTickStateFromDiff(asks: Map[Price, Amount], bids: Map[Price, Amount], lt: Option[LastTrade], lc: Option[Double]): WsState =
+    prevTickState.copy(
+      asks = applyLevelDiff(prevTickState.asks, asks),
+      bids = applyLevelDiff(prevTickState.bids, bids),
+      lastTrade = if (lt.isEmpty) prevTickState.lastTrade else lt,
+      tickSize = if (lc.isEmpty) prevTickState.tickSize else lc
+    )
+
+  def applyLevelDiff(m1: TreeMap[Price, Amount], m2: Map[Price, Amount]): TreeMap[Price, Amount] = (m1 ++ m2.map {
+    case (pr, am) =>
+      (pr, m1.get(pr).fold(am)(_ + am))
+  }).filter(_._2 != 0)
+
+  def take(xs: TreeMap[Price, Amount], levels: Set[Price], prevChanges: TreeMap[Price, Amount]): TreeMap[Price, Amount] = {
     // 1. Levels will be always smaller, than xs
     // 2. A level could gone from xs
     val r = TreeMap.newBuilder[Price, Amount](xs.ordering)
     levels.foreach { level =>
-      val v = xs.getOrElse(level, 0L)
-      r += level -> v
+      xs.get(level).fold {
+        prevChanges.get(level).foreach(_ => r += level -> 0L) // means that level was removed
+      } { v =>
+        if (!prevChanges.get(level).contains(v)) // if there was no changes to this level, then don't send it
+          r += level -> v
+      }
+
     }
     r.result()
   }
@@ -99,16 +129,38 @@ case class WsOrderBookState(
         lastTradeLens.modify(if (lt.isEmpty) _ else lt) andThen
         changedTickSizeLens.modify(if (ts.isEmpty) _ else ts)
       )(this)
-    else this
+    else
+      copy(
+        prevTickState = updatePrevTickState(lc.asks, lc.bids, lt, ts)
+      )
 
 }
 
 object WsOrderBookState {
-  val empty = WsOrderBookState(Map.empty, Set.empty, Set.empty, None, None)
+  val empty = WsOrderBookState(Map.empty, Set.empty, Set.empty, None, None, WsState.empty)
+
+  def withPrevTickState(
+    asks: TreeMap[Price, Amount],
+    bids: TreeMap[Price, Amount],
+    lastTrade: Option[LastTrade],
+    tickSize: Option[Double]
+  ): WsOrderBookState = empty.copy(prevTickState = WsState(asks, bids, lastTrade, tickSize))
 
   val genLens = GenLens[WsOrderBookState]
   val changedAsksLens = genLens(_.changedAsks)
   val changedBidsLens = genLens(_.changedBids)
   val lastTradeLens = genLens(_.lastTrade)
   val changedTickSizeLens = genLens(_.changedTickSize)
+
+  final private[WsOrderBookState] case class WsState(
+    asks: TreeMap[Price, Amount],
+    bids: TreeMap[Price, Amount],
+    lastTrade: Option[LastTrade],
+    tickSize: Option[Double]
+  )
+
+  object WsState {
+    val empty = WsState(TreeMap.empty, TreeMap.empty, None, None)
+  }
+
 }