diff --git a/util/topsql/reporter/datamodel.go b/util/topsql/reporter/datamodel.go
index 48a5161491..c03e41724b 100644
--- a/util/topsql/reporter/datamodel.go
+++ b/util/topsql/reporter/datamodel.go
@@ -496,29 +496,15 @@ func (c *collecting) appendOthersStmtStatsItem(timestamp uint64, item stmtstats.
 	others.appendStmtStatsItem(timestamp, item)
 }
 
-// compactToTopNAndOthers returns the largest N records, other records will be packed and appended to the end.
-func (c *collecting) compactToTopNAndOthers(n int) records {
+// getReportRecords returns all records, others record will be packed and appended to the end.
+func (c *collecting) getReportRecords() records {
 	others := c.records[keyOthers]
 	delete(c.records, keyOthers)
 	rs := make(records, 0, len(c.records))
 	for _, v := range c.records {
 		rs = append(rs, *v)
 	}
-	// Fetch TopN records.
-	var evicted records
-	rs, evicted = rs.topN(n)
-	if others != nil {
-		// Sort the records by timestamp to fix the affect of time jump backward.
-		sort.Sort(others)
-	} else {
-		others = newRecord(nil, nil)
-	}
-	for _, evict := range evicted {
-		e := evict // Avoid implicit memory aliasing in for loop.
-		others.merge(&e)
-	}
-	if others.totalCPUTimeMs > 0 {
-		// append others which summarize all evicted item's cpu-time.
+	if others != nil && others.totalCPUTimeMs > 0 {
 		rs = append(rs, *others)
 	}
 	return rs
diff --git a/util/topsql/reporter/datamodel_test.go b/util/topsql/reporter/datamodel_test.go
index a0b9978466..bb9015c75b 100644
--- a/util/topsql/reporter/datamodel_test.go
+++ b/util/topsql/reporter/datamodel_test.go
@@ -273,19 +273,16 @@ func Test_collecting_appendOthers(t *testing.T) {
 	assert.Equal(t, uint64(2000), r.tsItems[1].stmtStats.SumDurationNs)
 }
 
-func Test_collecting_compactToTopNAndOthers(t *testing.T) {
+func Test_collecting_getReportRecords(t *testing.T) {
 	c := newCollecting()
 	c.getOrCreateRecord([]byte("SQL-1"), []byte("PLAN-1")).appendCPUTime(1, 1)
 	c.getOrCreateRecord([]byte("SQL-2"), []byte("PLAN-2")).appendCPUTime(1, 2)
 	c.getOrCreateRecord([]byte("SQL-3"), []byte("PLAN-3")).appendCPUTime(1, 3)
-	rs := c.compactToTopNAndOthers(1)
-	assert.Len(t, rs, 2)
-	assert.Equal(t, []byte("SQL-3"), rs[0].sqlDigest)
-	assert.Equal(t, []byte("PLAN-3"), rs[0].planDigest)
-	assert.Equal(t, uint64(3), rs[0].totalCPUTimeMs)
-	assert.Len(t, rs[0].tsItems, 1)
-	assert.Equal(t, uint32(3), rs[0].tsItems[0].cpuTimeMs)
-	assert.Equal(t, uint64(3), rs[1].totalCPUTimeMs) // 1 + 2 = 3
+	c.getOrCreateRecord([]byte(keyOthers), []byte(keyOthers)).appendCPUTime(1, 10)
+	rs := c.getReportRecords()
+	assert.Len(t, rs, 4)
+	assert.Equal(t, uint32(10), rs[3].tsItems[0].cpuTimeMs)
+	assert.Equal(t, uint64(10), rs[3].totalCPUTimeMs)
 }
 
 func Test_collecting_take(t *testing.T) {
diff --git a/util/topsql/reporter/datasink.go b/util/topsql/reporter/datasink.go
index 7a269d73af..0af082f75c 100644
--- a/util/topsql/reporter/datasink.go
+++ b/util/topsql/reporter/datasink.go
@@ -43,7 +43,7 @@ type DataSinkRegisterer interface {
 
 // ReportData contains data that reporter sends to the agent.
 type ReportData struct {
-	// DataRecords contains the compactToTopNAndOthers records []tipb.TopSQLRecord and the `others`
+	// DataRecords contains the topN records of each second and the `others`
 	// record which aggregation all []tipb.TopSQLRecord that is out of Top N.
 	DataRecords []tipb.TopSQLRecord
 	SQLMetas    []tipb.SQLMeta
diff --git a/util/topsql/reporter/reporter.go b/util/topsql/reporter/reporter.go
index 896b0a01bc..b3a8497f9c 100644
--- a/util/topsql/reporter/reporter.go
+++ b/util/topsql/reporter/reporter.go
@@ -277,8 +277,7 @@ func (tsr *RemoteTopSQLReporter) reportWorker() {
 			// that `data` contains. So we wait for a little while to ensure that writes
 			// are finished.
 			time.Sleep(time.Millisecond * 100)
-			// Get top N records from records.
-			rs := data.collected.compactToTopNAndOthers(int(topsqlstate.GlobalState.MaxStatementCount.Load()))
+			rs := data.collected.getReportRecords()
 			// Convert to protobuf data and do report.
 			tsr.doReport(&ReportData{
 				DataRecords: rs.toProto(),
diff --git a/util/topsql/reporter/reporter_test.go b/util/topsql/reporter/reporter_test.go
index ab0095d6e7..999f187811 100644
--- a/util/topsql/reporter/reporter_test.go
+++ b/util/topsql/reporter/reporter_test.go
@@ -224,32 +224,52 @@ func TestCollectAndTopN(t *testing.T) {
 	records := []collector.SQLCPUTimeRecord{
 		newSQLCPUTimeRecord(tsr, 1, 1),
 		newSQLCPUTimeRecord(tsr, 2, 2),
+		newSQLCPUTimeRecord(tsr, 3, 3),
 	}
+	// SQL-2:  2ms
+	// SQL-3:  3ms
+	// Others: 1ms
 	collectAndWait(tsr, 1, records)
 
 	records = []collector.SQLCPUTimeRecord{
-		newSQLCPUTimeRecord(tsr, 3, 3),
 		newSQLCPUTimeRecord(tsr, 1, 1),
+		newSQLCPUTimeRecord(tsr, 3, 3),
 	}
+	// SQL-1:  1ms
+	// SQL-3:  3ms
 	collectAndWait(tsr, 2, records)
 
 	records = []collector.SQLCPUTimeRecord{
-		newSQLCPUTimeRecord(tsr, 4, 1),
-		newSQLCPUTimeRecord(tsr, 1, 1),
+		newSQLCPUTimeRecord(tsr, 4, 4),
+		newSQLCPUTimeRecord(tsr, 1, 10),
+		newSQLCPUTimeRecord(tsr, 3, 1),
 	}
+	// SQL-1:  10ms
+	// SQL-4:  4ms
+	// Others: 1ms
 	collectAndWait(tsr, 3, records)
 
 	records = []collector.SQLCPUTimeRecord{
-		newSQLCPUTimeRecord(tsr, 5, 1),
-		newSQLCPUTimeRecord(tsr, 1, 1),
+		newSQLCPUTimeRecord(tsr, 5, 5),
+		newSQLCPUTimeRecord(tsr, 4, 4),
+		newSQLCPUTimeRecord(tsr, 1, 10),
+		newSQLCPUTimeRecord(tsr, 2, 20),
 	}
+	// SQL-2:  20ms
+	// SQL-1:  1ms
+	// Others: 9ms
 	collectAndWait(tsr, 4, records)
 
 	// Test for time jump back.
 	records = []collector.SQLCPUTimeRecord{
-		newSQLCPUTimeRecord(tsr, 6, 1),
+		newSQLCPUTimeRecord(tsr, 6, 6),
 		newSQLCPUTimeRecord(tsr, 1, 1),
+		newSQLCPUTimeRecord(tsr, 2, 2),
+		newSQLCPUTimeRecord(tsr, 3, 3),
 	}
+	// SQL-6:  6ms
+	// SQL-3:  3ms
+	// Others: 3ms
 	collectAndWait(tsr, 0, records)
 
 	// Wait agent server collect finish.
@@ -257,7 +277,14 @@ func TestCollectAndTopN(t *testing.T) {
 
 	// check for equality of server received batch and the original data
 	results := agentServer.GetLatestRecords()
-	require.Len(t, results, 3)
+	// Digest  total
+	// "":     14ms    (others)
+	// SQL-1:  21ms
+	// SQL-2:  22ms
+	// SQL-3:  9ms
+	// SQL-4:  4ms
+	// SQL-6:  6ms
+	require.Len(t, results, 6)
 	sort.Slice(results, func(i, j int) bool {
 		return string(results[i].SqlDigest) < string(results[j].SqlDigest)
 	})
@@ -269,19 +296,26 @@ func TestCollectAndTopN(t *testing.T) {
 		return int(total)
 	}
 	require.Nil(t, results[0].SqlDigest)
-	require.Equal(t, 5, getTotalCPUTime(results[0]))
-	require.Equal(t, uint64(0), results[0].Items[0].TimestampSec)
-	require.Equal(t, uint64(1), results[0].Items[1].TimestampSec)
-	require.Equal(t, uint64(3), results[0].Items[2].TimestampSec)
-	require.Equal(t, uint64(4), results[0].Items[3].TimestampSec)
+	require.Equal(t, []byte(nil), results[0].SqlDigest)
+	require.Equal(t, 14, getTotalCPUTime(results[0]))
+	require.Equal(t, uint64(1), results[0].Items[0].TimestampSec)
+	require.Equal(t, uint64(3), results[0].Items[1].TimestampSec)
+	require.Equal(t, uint64(4), results[0].Items[2].TimestampSec)
+	require.Equal(t, uint64(0), results[0].Items[3].TimestampSec)
 	require.Equal(t, uint32(1), results[0].Items[0].CpuTimeMs)
-	require.Equal(t, uint32(2), results[0].Items[1].CpuTimeMs)
-	require.Equal(t, uint32(1), results[0].Items[2].CpuTimeMs)
-	require.Equal(t, uint32(1), results[0].Items[3].CpuTimeMs)
+	require.Equal(t, uint32(1), results[0].Items[1].CpuTimeMs)
+	require.Equal(t, uint32(9), results[0].Items[2].CpuTimeMs)
+	require.Equal(t, uint32(3), results[0].Items[3].CpuTimeMs)
 	require.Equal(t, []byte("sqlDigest1"), results[1].SqlDigest)
-	require.Equal(t, 5, getTotalCPUTime(results[1]))
-	require.Equal(t, []byte("sqlDigest3"), results[2].SqlDigest)
-	require.Equal(t, 3, getTotalCPUTime(results[2]))
+	require.Equal(t, 21, getTotalCPUTime(results[1]))
+	require.Equal(t, []byte("sqlDigest2"), results[2].SqlDigest)
+	require.Equal(t, 22, getTotalCPUTime(results[2]))
+	require.Equal(t, []byte("sqlDigest3"), results[3].SqlDigest)
+	require.Equal(t, 9, getTotalCPUTime(results[3]))
+	require.Equal(t, []byte("sqlDigest4"), results[4].SqlDigest)
+	require.Equal(t, 4, getTotalCPUTime(results[4]))
+	require.Equal(t, []byte("sqlDigest6"), results[5].SqlDigest)
+	require.Equal(t, 6, getTotalCPUTime(results[5]))
 	// sleep to wait for all SQL meta received.
 	time.Sleep(50 * time.Millisecond)
 	totalMetas := agentServer.GetTotalSQLMetas()
diff --git a/util/topsql/state/state.go b/util/topsql/state/state.go
index 7298e4b425..4b89e38402 100644
--- a/util/topsql/state/state.go
+++ b/util/topsql/state/state.go
@@ -20,7 +20,7 @@ import "go.uber.org/atomic"
 const (
 	DefTiDBTopSQLEnable                = false
 	DefTiDBTopSQLPrecisionSeconds      = 1
-	DefTiDBTopSQLMaxStatementCount     = 200
+	DefTiDBTopSQLMaxStatementCount     = 100
 	DefTiDBTopSQLMaxCollect            = 5000
 	DefTiDBTopSQLReportIntervalSeconds = 60
 )