diff --git a/server/core/store.go b/server/core/store.go
index 5e22b9ec0ab..12972f38229 100644
--- a/server/core/store.go
+++ b/server/core/store.go
@@ -308,7 +308,7 @@ func (s *StoreInfo) regionScoreV2(delta int64, deviation int, lowSpaceRatio floa
 	var (
 		K, M float64 = 1, 256 // Experience value to control the weight of the available influence on score
 		F    float64 = 50     // Experience value to prevent some nodes from running out of disk space prematurely.
-		B            = 1e7
+		B            = 1e10
 	)
 	F = math.Max(F, C*(1-lowSpaceRatio))
 	var score float64
diff --git a/server/core/store_test.go b/server/core/store_test.go
index d377506a629..57530396cde 100644
--- a/server/core/store_test.go
+++ b/server/core/store_test.go
@@ -124,5 +124,53 @@ func (s *testStoreSuite) TestLowSpaceRatio(c *C) {
 	store.regionCount = 31
 	c.Assert(store.IsLowSpace(0.8), Equals, true)
 	store.rawStats.Available = store.rawStats.Capacity >> 2
-	c.Assert(store.IsLowSpace(0.8), Equals, false)
+	c.Assert(store.IsLowSpace(0.8), IsFalse)
+}
+
+func (s *testStoreSuite) TestLowSpaceScoreV2(c *C) {
+	testdata := []struct {
+		bigger *StoreInfo
+		small  *StoreInfo
+	}{{
+		// store1 and store2 has same store available ratio and store1 less 50gb
+		bigger: NewStoreInfoWithAvailable(1, 20*gb, 100*gb, 1.4),
+		small:  NewStoreInfoWithAvailable(2, 200*gb, 1000*gb, 1.4),
+	}, {
+		// store1 and store2 has same available space and less than 50gb
+		bigger: NewStoreInfoWithAvailable(1, 10*gb, 1000*gb, 1.4),
+		small:  NewStoreInfoWithAvailable(2, 10*gb, 100*gb, 1.4),
+	}, {
+		// store1 and store2 has same available ratio less than 0.2
+		bigger: NewStoreInfoWithAvailable(1, 20*gb, 1000*gb, 1.4),
+		small:  NewStoreInfoWithAvailable(2, 10*gb, 500*gb, 1.4),
+	}, {
+		// store1 and store2 has same available ratio
+		// but the store1 ratio less than store2 ((50-10)/50=0.8<(200-100)/200=0.5)
+		bigger: NewStoreInfoWithAvailable(1, 10*gb, 100*gb, 1.4),
+		small:  NewStoreInfoWithAvailable(2, 100*gb, 1000*gb, 1.4),
+	}, {
+		// store1 and store2 has same usedSize and capacity
+		// but the bigger's amp is bigger
+		bigger: NewStoreInfoWithAvailable(1, 10*gb, 100*gb, 1.5),
+		small:  NewStoreInfoWithAvailable(2, 10*gb, 100*gb, 1.4),
+	}, {
+		// store1 and store2 has same capacity and regionSize（40g)
+		// but store1 has less available space size
+		bigger: NewStoreInfoWithAvailable(1, 60*gb, 100*gb, 1),
+		small:  NewStoreInfoWithAvailable(2, 80*gb, 100*gb, 2),
+	}, {
+		// store1 and store2 has same capacity and store2 (40g) has twice usedSize than store1 (20g)
+		// but store1 has higher amp, so store1(60g) has more regionSize (40g)
+		bigger: NewStoreInfoWithAvailable(1, 80*gb, 100*gb, 3),
+		small:  NewStoreInfoWithAvailable(2, 60*gb, 100*gb, 1),
+	}, {
+		// store1's capacity is less than store2's capacity, but store2 has more available space,
+		bigger: NewStoreInfoWithAvailable(1, 2*gb, 100*gb, 3),
+		small:  NewStoreInfoWithAvailable(2, 100*gb, 10*1000*gb, 3),
+	}}
+	for _, v := range testdata {
+		score1 := v.bigger.regionScoreV2(0, 0.0, 0.8)
+		score2 := v.small.regionScoreV2(0, 0.0, 0.8)
+		c.Assert(score1, Greater, score2)
+	}
 }
diff --git a/server/core/test_util.go b/server/core/test_util.go
index 77e9444651b..8444c0c32f8 100644
--- a/server/core/test_util.go
+++ b/server/core/test_util.go
@@ -81,6 +81,24 @@ func NewTestRegionInfo(start, end []byte) *RegionInfo {
 	}}
 }
 
+// NewStoreInfoWithAvailable is created with available and capacity
+func NewStoreInfoWithAvailable(id, available, capacity uint64, amp float64) *StoreInfo {
+	stats := &pdpb.StoreStats{}
+	stats.Capacity = capacity
+	stats.Available = available
+	usedSize := capacity - available
+	regionSize := (float64(usedSize) * amp) / mb
+	store := NewStoreInfo(
+		&metapb.Store{
+			Id: id,
+		},
+		SetStoreStats(stats),
+		SetRegionCount(int(regionSize/96)),
+		SetRegionSize(int64(regionSize)),
+	)
+	return store
+}
+
 // NewStoreInfoWithLabel is create a store with specified labels.
 func NewStoreInfoWithLabel(id uint64, regionCount int, labels map[string]string) *StoreInfo {
 	storeLabels := make([]*metapb.StoreLabel, 0, len(labels))