diff --git a/executor/explainfor_test.go b/executor/explainfor_test.go
index 4c5f9fd6438cf..01ecd2ac5b5c1 100644
--- a/executor/explainfor_test.go
+++ b/executor/explainfor_test.go
@@ -136,6 +136,48 @@ func (s *testSerialSuite) TestExplainFor(c *C) {
 	tkRoot.MustExec(fmt.Sprintf("explain for connection %d", tkRootProcess.ID))
 }
 
+func (s *testSerialSuite) TestExplainForVerbose(c *C) {
+	tk := testkit.NewTestKitWithInit(c, s.store)
+	tk2 := testkit.NewTestKitWithInit(c, s.store)
+	tk.MustExec("use test;")
+	tk.MustExec("set @@tidb_enable_collect_execution_info=0;")
+	tk.MustExec("drop table if exists t1")
+	tk.MustExec("create table t1(id int);")
+	tk.MustQuery("select * from t1;")
+	tkRootProcess := tk.Se.ShowProcess()
+	ps := []*util.ProcessInfo{tkRootProcess}
+	tk.Se.SetSessionManager(&mockSessionManager1{PS: ps})
+	tk2.Se.SetSessionManager(&mockSessionManager1{PS: ps})
+
+	rs := tk.MustQuery("explain format = 'verbose' select * from t1").Rows()
+	rs2 := tk2.MustQuery(fmt.Sprintf("explain format = 'verbose' for connection %d", tkRootProcess.ID)).Rows()
+	c.Assert(len(rs), Equals, len(rs2))
+	for i := range rs {
+		c.Assert(rs[i], DeepEquals, rs2[i])
+	}
+
+	tk.MustExec("set @@tidb_enable_collect_execution_info=1;")
+	tk.MustExec("drop table if exists t2")
+	tk.MustExec("create table t2(id int);")
+	tk.MustQuery("select * from t2;")
+	tkRootProcess = tk.Se.ShowProcess()
+	ps = []*util.ProcessInfo{tkRootProcess}
+	tk.Se.SetSessionManager(&mockSessionManager1{PS: ps})
+	tk2.Se.SetSessionManager(&mockSessionManager1{PS: ps})
+	rs = tk.MustQuery("explain format = 'verbose' select * from t2").Rows()
+	rs2 = tk2.MustQuery(fmt.Sprintf("explain format = 'verbose' for connection %d", tkRootProcess.ID)).Rows()
+	c.Assert(len(rs), Equals, len(rs2))
+	for i := range rs {
+		// "id", "estRows", "estCost", "task", "access object", "operator info"
+		c.Assert(len(rs[i]), Equals, 6)
+		// "id", "estRows", "estCost", "actRows", "task", "access object", "execution info", "operator info", "memory", "disk"
+		c.Assert(len(rs2[i]), Equals, 10)
+		for j := 0; j < 3; j++ {
+			c.Assert(rs[i][j], Equals, rs2[i][j])
+		}
+	}
+}
+
 func (s *testSerialSuite) TestIssue11124(c *C) {
 	tk := testkit.NewTestKitWithInit(c, s.store)
 	tk2 := testkit.NewTestKitWithInit(c, s.store)
diff --git a/planner/core/common_plans.go b/planner/core/common_plans.go
index afda92d2a0849..d73ad9c4530df 100644
--- a/planner/core/common_plans.go
+++ b/planner/core/common_plans.go
@@ -1036,7 +1036,11 @@ func (e *Explain) prepareSchema() error {
 	case (format == types.ExplainFormatROW && (!e.Analyze && e.RuntimeStatsColl == nil)) || (format == types.ExplainFormatBrief):
 		fieldNames = []string{"id", "estRows", "task", "access object", "operator info"}
 	case format == types.ExplainFormatVerbose:
-		fieldNames = []string{"id", "estRows", "estCost", "task", "access object", "operator info"}
+		if e.Analyze || e.RuntimeStatsColl != nil {
+			fieldNames = []string{"id", "estRows", "estCost", "actRows", "task", "access object", "execution info", "operator info", "memory", "disk"}
+		} else {
+			fieldNames = []string{"id", "estRows", "estCost", "task", "access object", "operator info"}
+		}
 	case format == types.ExplainFormatROW && (e.Analyze || e.RuntimeStatsColl != nil):
 		fieldNames = []string{"id", "estRows", "actRows", "task", "access object", "execution info", "operator info", "memory", "disk"}
 	case format == types.ExplainFormatDOT:
@@ -1277,12 +1281,13 @@ func (e *Explain) prepareOperatorInfo(p Plan, taskType, driverSide, indent strin
 	estRows, estCost, accessObject, operatorInfo := e.getOperatorInfo(p, id)
 
 	var row []string
-	if e.Analyze {
-		actRows, analyzeInfo, memoryInfo, diskInfo := getRuntimeInfo(e.ctx, p, nil)
-		row = []string{id, estRows, actRows, taskType, accessObject, analyzeInfo, operatorInfo, memoryInfo, diskInfo}
-	} else if e.RuntimeStatsColl != nil {
+	if e.Analyze || e.RuntimeStatsColl != nil {
+		row = []string{id, estRows}
+		if e.Format == types.ExplainFormatVerbose {
+			row = append(row, estCost)
+		}
 		actRows, analyzeInfo, memoryInfo, diskInfo := getRuntimeInfo(e.ctx, p, e.RuntimeStatsColl)
-		row = []string{id, estRows, actRows, taskType, accessObject, analyzeInfo, operatorInfo, memoryInfo, diskInfo}
+		row = append(row, actRows, taskType, accessObject, analyzeInfo, operatorInfo, memoryInfo, diskInfo)
 	} else {
 		row = []string{id, estRows}
 		if e.Format == types.ExplainFormatVerbose {