diff --git a/bindinfo/bind_test.go b/bindinfo/bind_test.go
index a1e53c7f696ac..1e2281ee20438 100644
--- a/bindinfo/bind_test.go
+++ b/bindinfo/bind_test.go
@@ -2036,10 +2036,9 @@ func (s *testSuite) TestExplainShowBindSQL(c *C) {
 		"select * from `test` . `t` SELECT * FROM `test`.`t` USE INDEX (`a`)",
 	))
 
-	tk.MustExec("explain select * from t")
-	tk.MustQuery("show warnings").Check(testkit.Rows("Warning 1105 Using the bindSQL: SELECT * FROM `test`.`t` USE INDEX (`a`)"))
-	tk.MustExec("explain analyze select * from t")
-	tk.MustQuery("show warnings").Check(testkit.Rows("Warning 1105 Using the bindSQL: SELECT * FROM `test`.`t` USE INDEX (`a`)"))
+	tk.MustExec("explain format = 'verbose' select * from t")
+	tk.MustQuery("show warnings").Check(testkit.Rows("Note 1105 Using the bindSQL: SELECT * FROM `test`.`t` USE INDEX (`a`)"))
+	// explain analyze do not support verbose yet.
 }
 
 func (s *testSuite) TestDMLIndexHintBind(c *C) {
diff --git a/executor/executor.go b/executor/executor.go
index 8a408911915cd..12cab3e4a8866 100644
--- a/executor/executor.go
+++ b/executor/executor.go
@@ -1701,6 +1701,7 @@ func ResetContextOfStmt(ctx sessionctx.Context, s ast.StmtNode) (err error) {
 	if explainStmt, ok := s.(*ast.ExplainStmt); ok {
 		sc.InExplainStmt = true
 		sc.IgnoreExplainIDSuffix = (strings.ToLower(explainStmt.Format) == types.ExplainFormatBrief)
+		sc.InVerboseExplain = strings.ToLower(explainStmt.Format) == types.ExplainFormatVerbose
 		s = explainStmt.Stmt
 	}
 	if _, ok := s.(*ast.ExplainForStmt); ok {
diff --git a/planner/optimize.go b/planner/optimize.go
index 39d1e78ef8857..64e3e8fd7ced6 100644
--- a/planner/optimize.go
+++ b/planner/optimize.go
@@ -186,8 +186,8 @@ func Optimize(ctx context.Context, sctx sessionctx.Context, node ast.Node, is in
 			if err := setFoundInBinding(sctx, true); err != nil {
 				logutil.BgLogger().Warn("set tidb_found_in_binding failed", zap.Error(err))
 			}
-			if _, ok := stmtNode.(*ast.ExplainStmt); ok {
-				sessVars.StmtCtx.AppendWarning(errors.Errorf("Using the bindSQL: %v", chosenBinding.BindSQL))
+			if sessVars.StmtCtx.InVerboseExplain {
+				sessVars.StmtCtx.AppendNote(errors.Errorf("Using the bindSQL: %v", chosenBinding.BindSQL))
 			}
 		}
 		// Restore the hint to avoid changing the stmt node.
diff --git a/sessionctx/stmtctx/stmtctx.go b/sessionctx/stmtctx/stmtctx.go
index 048e24827ee34..23d4040e5c3be 100644
--- a/sessionctx/stmtctx/stmtctx.go
+++ b/sessionctx/stmtctx/stmtctx.go
@@ -180,6 +180,9 @@ type StatementContext struct {
 		DiskTracker disk.Tracker
 		LogOnExceed [2]memory.LogOnExceed
 	}
+
+	// InVerboseExplain indicates the statement is "explain format='verbose' ...".
+	InVerboseExplain bool
 }
 
 // StmtHints are SessionVars related sql hints.