diff --git a/server/statistics/hot_peer.go b/server/statistics/hot_peer.go
index 58abf9c36e1..d353c8920d3 100644
--- a/server/statistics/hot_peer.go
+++ b/server/statistics/hot_peer.go
@@ -46,8 +46,12 @@ func (d *dimStat) Add(delta float64, interval time.Duration) {
 	d.Rolling.Add(delta, interval)
 }
 
+func (d *dimStat) isLastAverageHot(thresholds [dimLen]float64) bool {
+	return d.LastAverage.Get() >= thresholds[d.typ]
+}
+
 func (d *dimStat) isHot(thresholds [dimLen]float64) bool {
-	return d.LastAverage.IsFull() && d.LastAverage.Get() >= thresholds[d.typ]
+	return d.Rolling.Get() >= thresholds[d.typ]
 }
 
 func (d *dimStat) isFull() bool {
@@ -156,8 +160,9 @@ func (stat *HotPeerStat) Clone() *HotPeerStat {
 	return &ret
 }
 
-func (stat *HotPeerStat) isHot() bool {
-	return stat.rollingByteRate.isHot(stat.thresholds) || stat.rollingKeyRate.isHot(stat.thresholds)
+func (stat *HotPeerStat) isFullAndHot() bool {
+	return (stat.rollingByteRate.isFull() && stat.rollingByteRate.isLastAverageHot(stat.thresholds)) ||
+		(stat.rollingKeyRate.isFull() && stat.rollingKeyRate.isLastAverageHot(stat.thresholds))
 }
 
 func (stat *HotPeerStat) clearLastAverage() {
diff --git a/server/statistics/hot_peer_cache.go b/server/statistics/hot_peer_cache.go
index 91b719c0749..fb00e7362de 100644
--- a/server/statistics/hot_peer_cache.go
+++ b/server/statistics/hot_peer_cache.go
@@ -385,11 +385,11 @@ func (f *hotPeerCache) updateHotPeerStat(newItem, oldItem *HotPeerStat, bytes, k
 		if interval == 0 {
 			return nil
 		}
+		isHot := bytes/interval.Seconds() >= newItem.thresholds[byteDim] || keys/interval.Seconds() >= newItem.thresholds[keyDim]
+		if !isHot {
+			return nil
+		}
 		if interval.Seconds() >= RegionHeartBeatReportInterval {
-			isHot := bytes/interval.Seconds() >= newItem.thresholds[byteDim] || keys/interval.Seconds() >= newItem.thresholds[keyDim]
-			if !isHot {
-				return nil
-			}
 			newItem.HotDegree = 1
 			newItem.AntiCount = hotRegionAntiCount
 		}
@@ -423,14 +423,14 @@ func (f *hotPeerCache) updateHotPeerStat(newItem, oldItem *HotPeerStat, bytes, k
 		newItem.AntiCount = oldItem.AntiCount
 	} else {
 		if f.isOldColdPeer(oldItem, newItem.StoreID) {
-			if newItem.isHot() {
+			if newItem.isFullAndHot() {
 				newItem.HotDegree = 1
 				newItem.AntiCount = hotRegionAntiCount
 			} else {
 				newItem.needDelete = true
 			}
 		} else {
-			if newItem.isHot() {
+			if newItem.isFullAndHot() {
 				newItem.HotDegree = oldItem.HotDegree + 1
 				newItem.AntiCount = hotRegionAntiCount
 			} else {
diff --git a/server/statistics/hot_peer_cache_test.go b/server/statistics/hot_peer_cache_test.go
index b42ce6414c0..d88ecf3ac0b 100644
--- a/server/statistics/hot_peer_cache_test.go
+++ b/server/statistics/hot_peer_cache_test.go
@@ -270,3 +270,45 @@ func (t *testHotPeerCache) TestUpdateHotPeerStat(c *C) {
 	c.Check(newItem.AntiCount, Equals, 0)
 	c.Check(newItem.needDelete, Equals, true)
 }
+
+func (t *testHotPeerCache) TestThresholdWithUpdateHotPeerStat(c *C) {
+	byteRate := minHotThresholds[ReadFlow][byteDim] * 2
+	expectThreshold := byteRate * HotThresholdRatio
+	t.testMetrics(c, 120., byteRate, expectThreshold)
+	t.testMetrics(c, 60., byteRate, expectThreshold)
+	t.testMetrics(c, 30., byteRate, expectThreshold)
+	t.testMetrics(c, 17., byteRate, expectThreshold)
+	t.testMetrics(c, 1., byteRate, expectThreshold)
+}
+func (t *testHotPeerCache) testMetrics(c *C, interval, byteRate, expectThreshold float64) {
+	cache := NewHotStoresStats(ReadFlow)
+	minThresholds := minHotThresholds[cache.kind]
+	storeID := uint64(1)
+	c.Assert(byteRate, GreaterEqual, minThresholds[byteDim])
+	for i := uint64(1); i < TopNN+10; i++ {
+		var oldItem *HotPeerStat
+		for {
+			thresholds := cache.calcHotThresholds(storeID)
+			newItem := &HotPeerStat{
+				StoreID:    storeID,
+				RegionID:   i,
+				needDelete: false,
+				thresholds: thresholds,
+				ByteRate:   byteRate,
+				KeyRate:    0,
+			}
+			oldItem = cache.getOldHotPeerStat(i, storeID)
+			if oldItem != nil && oldItem.rollingByteRate.isHot(thresholds) == true {
+				break
+			}
+			item := cache.updateHotPeerStat(newItem, oldItem, byteRate*interval, 0, time.Duration(interval)*time.Second)
+			cache.Update(item)
+		}
+		thresholds := cache.calcHotThresholds(storeID)
+		if i < TopNN {
+			c.Assert(thresholds[byteDim], Equals, minThresholds[byteDim])
+		} else {
+			c.Assert(thresholds[byteDim], Equals, expectThreshold)
+		}
+	}
+}