diff --git a/distsql/distsql.go b/distsql/distsql.go
index 45f8665fac2a7..4034978581471 100644
--- a/distsql/distsql.go
+++ b/distsql/distsql.go
@@ -16,6 +16,7 @@ package distsql
 import (
 	"github.com/juju/errors"
 	"github.com/pingcap/tidb/kv"
+	"github.com/pingcap/tidb/metrics"
 	"github.com/pingcap/tidb/sessionctx"
 	"github.com/pingcap/tidb/statistics"
 	"github.com/pingcap/tidb/types"
@@ -54,6 +55,10 @@ func Select(ctx context.Context, sctx sessionctx.Context, kvReq *kv.Request, fie
 		}, nil
 	}
 
+	label := metrics.LblGeneral
+	if sctx.GetSessionVars().InRestrictedSQL {
+		label = metrics.LblInternal
+	}
 	return &selectResult{
 		label:      "dag",
 		resp:       resp,
@@ -63,21 +68,28 @@ func Select(ctx context.Context, sctx sessionctx.Context, kvReq *kv.Request, fie
 		fieldTypes: fieldTypes,
 		ctx:        sctx,
 		feedback:   fb,
+		sqlType:    label,
 	}, nil
 }
 
 // Analyze do a analyze request.
-func Analyze(ctx context.Context, client kv.Client, kvReq *kv.Request, vars *kv.Variables) (SelectResult, error) {
+func Analyze(ctx context.Context, client kv.Client, kvReq *kv.Request, vars *kv.Variables,
+	isRestrict bool) (SelectResult, error) {
 	resp := client.Send(ctx, kvReq, vars)
 	if resp == nil {
 		return nil, errors.New("client returns nil response")
 	}
+	label := metrics.LblGeneral
+	if isRestrict {
+		label = metrics.LblInternal
+	}
 	result := &selectResult{
 		label:    "analyze",
 		resp:     resp,
 		results:  make(chan resultWithErr, kvReq.Concurrency),
 		closed:   make(chan struct{}),
 		feedback: statistics.NewQueryFeedback(0, nil, 0, false),
+		sqlType:  label,
 	}
 	return result, nil
 }
@@ -94,6 +106,7 @@ func Checksum(ctx context.Context, client kv.Client, kvReq *kv.Request, vars *kv
 		results:  make(chan resultWithErr, kvReq.Concurrency),
 		closed:   make(chan struct{}),
 		feedback: statistics.NewQueryFeedback(0, nil, 0, false),
+		sqlType:  metrics.LblGeneral,
 	}
 	return result, nil
 }
diff --git a/distsql/distsql_test.go b/distsql/distsql_test.go
index c933debaa52de..40e4419f7d025 100644
--- a/distsql/distsql_test.go
+++ b/distsql/distsql_test.go
@@ -64,6 +64,7 @@ func (s *testSuite) TestSelectNormal(c *C) {
 	result, ok := response.(*selectResult)
 	c.Assert(ok, IsTrue)
 	c.Assert(result.label, Equals, "dag")
+	c.Assert(result.sqlType, Equals, "general")
 	c.Assert(result.rowLen, Equals, len(colTypes))
 
 	response.Fetch(context.TODO())
@@ -143,12 +144,13 @@ func (s *testSuite) TestAnalyze(c *C) {
 		Build()
 	c.Assert(err, IsNil)
 
-	response, err := Analyze(context.TODO(), s.sctx.GetClient(), request, kv.DefaultVars)
+	response, err := Analyze(context.TODO(), s.sctx.GetClient(), request, kv.DefaultVars, true)
 	c.Assert(err, IsNil)
 
 	result, ok := response.(*selectResult)
 	c.Assert(ok, IsTrue)
 	c.Assert(result.label, Equals, "analyze")
+	c.Assert(result.sqlType, Equals, "internal")
 
 	response.Fetch(context.TODO())
 
diff --git a/distsql/select_result.go b/distsql/select_result.go
index ecdf76a79a3ad..77e3b2839cc18 100644
--- a/distsql/select_result.go
+++ b/distsql/select_result.go
@@ -67,6 +67,7 @@ type selectResult struct {
 
 	feedback     *statistics.QueryFeedback
 	partialCount int64 // number of partial results.
+	sqlType      string
 }
 
 func (r *selectResult) Fetch(ctx context.Context) {
@@ -78,7 +79,7 @@ func (r *selectResult) fetch(ctx context.Context) {
 	defer func() {
 		close(r.results)
 		duration := time.Since(startTime)
-		metrics.DistSQLQueryHistgram.WithLabelValues(r.label).Observe(duration.Seconds())
+		metrics.DistSQLQueryHistgram.WithLabelValues(r.label, r.sqlType).Observe(duration.Seconds())
 	}()
 	for {
 		resultSubset, err := r.resp.Next(ctx)
diff --git a/executor/adapter.go b/executor/adapter.go
index 7b9877a5778c2..13d74fc21206b 100644
--- a/executor/adapter.go
+++ b/executor/adapter.go
@@ -354,15 +354,19 @@ func (a *ExecStmt) logSlowQuery(txnTS uint64, succ bool) {
 	if len(sessVars.StmtCtx.IndexIDs) > 0 {
 		indexIDs = strings.Replace(fmt.Sprintf("index_ids:%v ", a.Ctx.GetSessionVars().StmtCtx.IndexIDs), " ", ",", -1)
 	}
-	user := a.Ctx.GetSessionVars().User
+	user := sessVars.User
+	var internal string
+	if sessVars.InRestrictedSQL {
+		internal = "[INTERNAL] "
+	}
 	if costTime < threshold {
 		logutil.SlowQueryLogger.Debugf(
-			"[QUERY] cost_time:%v %s succ:%v con:%v user:%s txn_start_ts:%v database:%v %v%vsql:%v",
-			costTime, sessVars.StmtCtx.GetExecDetails(), succ, connID, user, txnTS, currentDB, tableIDs, indexIDs, sql)
+			"[QUERY] %vcost_time:%v %s succ:%v con:%v user:%s txn_start_ts:%v database:%v %v%vsql:%v",
+			internal, costTime, sessVars.StmtCtx.GetExecDetails(), succ, connID, user, txnTS, currentDB, tableIDs, indexIDs, sql)
 	} else {
 		logutil.SlowQueryLogger.Warnf(
-			"[SLOW_QUERY] cost_time:%v %s succ:%v con:%v user:%s txn_start_ts:%v database:%v %v%vsql:%v",
-			costTime, sessVars.StmtCtx.GetExecDetails(), succ, connID, user, txnTS, currentDB, tableIDs, indexIDs, sql)
+			"[SLOW_QUERY] %vcost_time:%v %s succ:%v con:%v user:%s txn_start_ts:%v database:%v %v%vsql:%v",
+			internal, costTime, sessVars.StmtCtx.GetExecDetails(), succ, connID, user, txnTS, currentDB, tableIDs, indexIDs, sql)
 	}
 }
 
diff --git a/executor/analyze.go b/executor/analyze.go
index f7bc176636197..46b825706791a 100644
--- a/executor/analyze.go
+++ b/executor/analyze.go
@@ -176,7 +176,7 @@ func (e *AnalyzeIndexExec) open() error {
 		SetConcurrency(e.concurrency).
 		Build()
 	ctx := context.TODO()
-	e.result, err = distsql.Analyze(ctx, e.ctx.GetClient(), kvReq, e.ctx.GetSessionVars().KVVars)
+	e.result, err = distsql.Analyze(ctx, e.ctx.GetClient(), kvReq, e.ctx.GetSessionVars().KVVars, e.ctx.GetSessionVars().InRestrictedSQL)
 	if err != nil {
 		return errors.Trace(err)
 	}
@@ -295,7 +295,7 @@ func (e *AnalyzeColumnsExec) buildResp(ranges []*ranger.Range) (distsql.SelectRe
 		return nil, errors.Trace(err)
 	}
 	ctx := context.TODO()
-	result, err := distsql.Analyze(ctx, e.ctx.GetClient(), kvReq, e.ctx.GetSessionVars().KVVars)
+	result, err := distsql.Analyze(ctx, e.ctx.GetClient(), kvReq, e.ctx.GetSessionVars().KVVars, e.ctx.GetSessionVars().InRestrictedSQL)
 	if err != nil {
 		return nil, errors.Trace(err)
 	}
diff --git a/metrics/distsql.go b/metrics/distsql.go
index d93283eb81abb..71df60daa1f9e 100644
--- a/metrics/distsql.go
+++ b/metrics/distsql.go
@@ -26,7 +26,7 @@ var (
 			Name:      "handle_query_duration_seconds",
 			Help:      "Bucketed histogram of processing time (s) of handled queries.",
 			Buckets:   prometheus.ExponentialBuckets(0.0005, 2, 13),
-		}, []string{LblType})
+		}, []string{LblType, LblSQLType})
 
 	DistSQLScanKeysPartialHistogram = prometheus.NewHistogram(
 		prometheus.HistogramOpts{
diff --git a/metrics/server.go b/metrics/server.go
index 9d61c27e27bd9..61ecbf0de9d61 100644
--- a/metrics/server.go
+++ b/metrics/server.go
@@ -23,14 +23,14 @@ import (
 
 // Metrics
 var (
-	QueryDurationHistogram = prometheus.NewHistogram(
+	QueryDurationHistogram = prometheus.NewHistogramVec(
 		prometheus.HistogramOpts{
 			Namespace: "tidb",
 			Subsystem: "server",
 			Name:      "handle_query_duration_seconds",
 			Help:      "Bucketed histogram of processing time (s) of handled queries.",
 			Buckets:   prometheus.ExponentialBuckets(0.0005, 2, 22),
-		})
+		}, []string{LblSQLType})
 
 	QueryTotalCounter = prometheus.NewCounterVec(
 		prometheus.CounterOpts{
diff --git a/metrics/session.go b/metrics/session.go
index 5f75ace2b2c69..4ba4022f65f3a 100644
--- a/metrics/session.go
+++ b/metrics/session.go
@@ -17,30 +17,30 @@ import "github.com/prometheus/client_golang/prometheus"
 
 // Session metrics.
 var (
-	SessionExecuteParseDuration = prometheus.NewHistogram(
+	SessionExecuteParseDuration = prometheus.NewHistogramVec(
 		prometheus.HistogramOpts{
 			Namespace: "tidb",
 			Subsystem: "session",
 			Name:      "parse_duration_seconds",
 			Help:      "Bucketed histogram of processing time (s) in parse SQL.",
 			Buckets:   prometheus.LinearBuckets(0.00004, 0.00001, 13),
-		})
-	SessionExecuteCompileDuration = prometheus.NewHistogram(
+		}, []string{LblSQLType})
+	SessionExecuteCompileDuration = prometheus.NewHistogramVec(
 		prometheus.HistogramOpts{
 			Namespace: "tidb",
 			Subsystem: "session",
 			Name:      "compile_duration_seconds",
 			Help:      "Bucketed histogram of processing time (s) in query optimize.",
 			Buckets:   prometheus.LinearBuckets(0.00004, 0.00001, 13),
-		})
-	SessionExecuteRunDuration = prometheus.NewHistogram(
+		}, []string{LblSQLType})
+	SessionExecuteRunDuration = prometheus.NewHistogramVec(
 		prometheus.HistogramOpts{
 			Namespace: "tidb",
 			Subsystem: "session",
 			Name:      "execute_duration_seconds",
 			Help:      "Bucketed histogram of processing time (s) in running executor.",
 			Buckets:   prometheus.ExponentialBuckets(0.0001, 2, 13),
-		})
+		}, []string{LblSQLType})
 	SchemaLeaseErrorCounter = prometheus.NewCounterVec(
 		prometheus.CounterOpts{
 			Namespace: "tidb",
@@ -107,6 +107,9 @@ const (
 	LblRollback    = "rollback"
 	LblType        = "type"
 	LblResult      = "result"
+	LblSQLType     = "sql_type"
+	LblGeneral     = "general"
+	LblInternal    = "internal"
 )
 
 func init() {
diff --git a/server/conn.go b/server/conn.go
index 1dcf3d2d1544b..21c74d0587886 100644
--- a/server/conn.go
+++ b/server/conn.go
@@ -569,7 +569,7 @@ func (cc *clientConn) addMetrics(cmd byte, startTime time.Time, err error) {
 	} else {
 		metrics.QueryTotalCounter.WithLabelValues(label, "OK").Inc()
 	}
-	metrics.QueryDurationHistogram.Observe(time.Since(startTime).Seconds())
+	metrics.QueryDurationHistogram.WithLabelValues(metrics.LblGeneral).Observe(time.Since(startTime).Seconds())
 }
 
 // dispatch handles client request based on command which is the first byte of the data.
diff --git a/session/session.go b/session/session.go
index 11f5641553d9a..9f5e662edcfdf 100644
--- a/session/session.go
+++ b/session/session.go
@@ -542,6 +542,7 @@ func (s *session) ExecRestrictedSQL(sctx sessionctx.Context, sql string) ([]chun
 	defer s.sysSessionPool().Put(tmp)
 	metrics.SessionRestrictedSQLCounter.Inc()
 
+	startTime := time.Now()
 	recordSets, err := se.Execute(ctx, sql)
 	if err != nil {
 		return nil, nil, errors.Trace(err)
@@ -566,6 +567,7 @@ func (s *session) ExecRestrictedSQL(sctx sessionctx.Context, sql string) ([]chun
 			fields = rs.Fields()
 		}
 	}
+	metrics.QueryDurationHistogram.WithLabelValues(metrics.LblInternal).Observe(time.Since(startTime).Seconds())
 	return rows, fields, nil
 }
 
@@ -732,7 +734,11 @@ func (s *session) executeStatement(ctx context.Context, connID uint64, stmtNode
 		}
 		return nil, errors.Trace(err)
 	}
-	metrics.SessionExecuteRunDuration.Observe(time.Since(startTime).Seconds())
+	label := metrics.LblGeneral
+	if s.sessionVars.InRestrictedSQL {
+		label = metrics.LblInternal
+	}
+	metrics.SessionExecuteRunDuration.WithLabelValues(label).Observe(time.Since(startTime).Seconds())
 
 	if recordSet != nil {
 		recordSets = append(recordSets, recordSet)
@@ -766,7 +772,11 @@ func (s *session) execute(ctx context.Context, sql string) (recordSets []ast.Rec
 		log.Warnf("con:%d parse error:\n%v\n%s", connID, err, sql)
 		return nil, errors.Trace(err)
 	}
-	metrics.SessionExecuteParseDuration.Observe(time.Since(startTS).Seconds())
+	label := metrics.LblGeneral
+	if s.sessionVars.InRestrictedSQL {
+		label = metrics.LblInternal
+	}
+	metrics.SessionExecuteParseDuration.WithLabelValues(label).Observe(time.Since(startTS).Seconds())
 
 	compiler := executor.Compiler{Ctx: s}
 	for _, stmtNode := range stmtNodes {
@@ -784,7 +794,7 @@ func (s *session) execute(ctx context.Context, sql string) (recordSets []ast.Rec
 			log.Warnf("con:%d compile error:\n%v\n%s", connID, err, sql)
 			return nil, errors.Trace(err)
 		}
-		metrics.SessionExecuteCompileDuration.Observe(time.Since(startTS).Seconds())
+		metrics.SessionExecuteCompileDuration.WithLabelValues(label).Observe(time.Since(startTS).Seconds())
 
 		// Step3: Execute the physical plan.
 		if recordSets, err = s.executeStatement(ctx, connID, stmtNode, stmt, recordSets); err != nil {