diff --git a/pkg/planner/optimize.go b/pkg/planner/optimize.go
index 733b6e80f0bc3..127819a3c322e 100644
--- a/pkg/planner/optimize.go
+++ b/pkg/planner/optimize.go
@@ -239,9 +239,6 @@ func Optimize(ctx context.Context, sctx sessionctx.Context, node *resolve.NodeW,
 			return fp, fp.OutputNames(), nil
 		}
 	}
-	if err := pctx.AdviseTxnWarmup(); err != nil {
-		return nil, nil, err
-	}
 
 	enableUseBinding := sessVars.UsePlanBaselines
 	stmtNode, isStmtNode := node.Node.(ast.StmtNode)
@@ -322,6 +319,11 @@ func Optimize(ctx context.Context, sctx sessionctx.Context, node *resolve.NodeW,
 		hint.BindHint(stmtNode, originHints)
 	}
 
+	// postpone Warmup because binding may change the behaviour, like pipelined DML
+	if err = pctx.AdviseTxnWarmup(); err != nil {
+		return nil, nil, err
+	}
+
 	if sessVars.StmtCtx.EnableOptimizerDebugTrace && bestPlanFromBind != nil {
 		core.DebugTraceBestBinding(pctx, chosenBinding.Hint)
 	}
diff --git a/tests/realtikvtest/pipelineddmltest/pipelineddml_test.go b/tests/realtikvtest/pipelineddmltest/pipelineddml_test.go
index 211b6e86db12c..45d48ef626e7c 100644
--- a/tests/realtikvtest/pipelineddmltest/pipelineddml_test.go
+++ b/tests/realtikvtest/pipelineddmltest/pipelineddml_test.go
@@ -218,15 +218,36 @@ func TestPipelinedDMLPositive(t *testing.T) {
 	// enable by hint
 	// Hint works for DELETE and UPDATE, but not for INSERT if the hint is in its select clause.
 	tk.MustExec("set @@tidb_dml_type = standard")
-	err = panicToErr(
-		func() error {
-			_, err := tk.Exec("delete /*+ SET_VAR(tidb_dml_type=bulk) */ from t")
-			// "insert into t select /*+ SET_VAR(tidb_dml_type=bulk) */ * from t" won't work
-			return err
-		},
-	)
-	require.Error(t, err)
-	require.True(t, strings.Contains(err.Error(), "pipelined memdb is enabled"), err.Error())
+	dmls := [][2]string{
+		{"update t set b = b + 1", "update /*+ SET_VAR(tidb_dml_type=bulk) */ t set b = b + 1"},
+		{"insert into t select * from t", "insert /*+ SET_VAR(tidb_dml_type=bulk) */ into t select * from t"},
+		{"delete from t", "delete /*+ SET_VAR(tidb_dml_type=bulk) */ from t"},
+	}
+	for _, dmlPair := range dmls {
+		err := panicToErr(
+			func() error {
+				_, err := tk.Exec(dmlPair[1])
+				return err
+			},
+		)
+		require.Error(t, err)
+		require.True(t, strings.Contains(err.Error(), "pipelined memdb is enabled"), err.Error())
+	}
+
+	// test global binding
+	for _, dmlPair := range dmls {
+		tk.MustExec("create global binding for " + dmlPair[0] + " using " + dmlPair[1])
+	}
+	for _, dmlPair := range dmls {
+		err := panicToErr(
+			func() error {
+				_, err := tk.Exec(dmlPair[0])
+				return err
+			},
+		)
+		require.Error(t, err, dmlPair[0])
+		require.True(t, strings.Contains(err.Error(), "pipelined memdb is enabled"), err.Error())
+	}
 }
 
 func TestPipelinedDMLNegative(t *testing.T) {