diff --git a/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/ColumnarWriteFilesExec.scala b/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/ColumnarWriteFilesExec.scala
index f8f596dcee1af..92dd74796caac 100644
--- a/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/ColumnarWriteFilesExec.scala
+++ b/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/ColumnarWriteFilesExec.scala
@@ -150,7 +150,7 @@ object ColumnarWriteFilesExec {
       staticPartitions)
   }
 
-  private case class NoopLeaf() extends LeafExecNode {
+  case class NoopLeaf() extends LeafExecNode {
     override protected def doExecute(): RDD[InternalRow] =
       throw new GlutenException(s"$nodeName does not support doExecute")
     override def output: Seq[Attribute] = Seq.empty
diff --git a/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/GlutenExplainUtils.scala b/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/GlutenExplainUtils.scala
index 338136b6d8704..43b74c883671e 100644
--- a/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/GlutenExplainUtils.scala
+++ b/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/GlutenExplainUtils.scala
@@ -24,9 +24,11 @@ import org.apache.gluten.utils.PlanUtil
 import org.apache.spark.sql.AnalysisException
 import org.apache.spark.sql.catalyst.expressions.{Expression, PlanExpression}
 import org.apache.spark.sql.catalyst.plans.QueryPlan
+import org.apache.spark.sql.execution.ColumnarWriteFilesExec.NoopLeaf
 import org.apache.spark.sql.execution.adaptive.{AdaptiveSparkPlanExec, AdaptiveSparkPlanHelper, AQEShuffleReadExec, QueryStageExec}
 import org.apache.spark.sql.execution.columnar.InMemoryTableScanExec
 import org.apache.spark.sql.execution.command.{DataWritingCommandExec, ExecutedCommandExec}
+import org.apache.spark.sql.execution.datasources.WriteFilesExec
 import org.apache.spark.sql.execution.datasources.v2.V2CommandExec
 import org.apache.spark.sql.execution.exchange.{Exchange, ReusedExchangeExec}
 
@@ -90,6 +92,8 @@ object GlutenExplainUtils extends AdaptiveSparkPlanHelper {
         case _: ColumnarToRowTransition =>
         case _: RowToColumnarTransition =>
         case _: ReusedExchangeExec =>
+        case _: NoopLeaf =>
+        case w: WriteFilesExec if w.child.isInstanceOf[NoopLeaf] =>
         case sub: AdaptiveSparkPlanExec if sub.isSubquery => collect(sub.executedPlan)
         case _: AdaptiveSparkPlanExec =>
         case p: QueryStageExec => collect(p.plan)
diff --git a/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/GlutenImplicits.scala b/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/GlutenImplicits.scala
index 2e2af6517d9c2..53b1e861bb2bc 100644
--- a/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/GlutenImplicits.scala
+++ b/gluten-substrait/src/main/scala/org/apache/spark/sql/execution/GlutenImplicits.scala
@@ -24,10 +24,12 @@ import org.apache.spark.sql.{AnalysisException, Dataset, SparkSession}
 import org.apache.spark.sql.catalyst.plans.QueryPlan
 import org.apache.spark.sql.catalyst.plans.logical.{CommandResult, LogicalPlan}
 import org.apache.spark.sql.catalyst.util.StringUtils.PlanStringConcat
+import org.apache.spark.sql.execution.ColumnarWriteFilesExec.NoopLeaf
 import org.apache.spark.sql.execution.GlutenExplainUtils._
 import org.apache.spark.sql.execution.adaptive.{AdaptiveSparkPlanExec, AQEShuffleReadExec, QueryStageExec}
 import org.apache.spark.sql.execution.columnar.InMemoryTableScanExec
 import org.apache.spark.sql.execution.command.{DataWritingCommandExec, ExecutedCommandExec}
+import org.apache.spark.sql.execution.datasources.WriteFilesExec
 import org.apache.spark.sql.execution.datasources.v2.V2CommandExec
 import org.apache.spark.sql.execution.exchange.ReusedExchangeExec
 import org.apache.spark.sql.internal.SQLConf
@@ -112,6 +114,8 @@ object GlutenImplicits {
         case _: ColumnarToRowTransition =>
         case _: RowToColumnarTransition =>
         case p: ReusedExchangeExec =>
+        case _: NoopLeaf =>
+        case w: WriteFilesExec if w.child.isInstanceOf[NoopLeaf] =>
         case p: AdaptiveSparkPlanExec if isFinalAdaptivePlan(p) =>
           collect(p.executedPlan)
         case p: AdaptiveSparkPlanExec =>
diff --git a/gluten-ut/spark34/src/test/scala/org/apache/spark/sql/sources/GlutenInsertSuite.scala b/gluten-ut/spark34/src/test/scala/org/apache/spark/sql/sources/GlutenInsertSuite.scala
index 3c334511accf2..74c4df1977590 100644
--- a/gluten-ut/spark34/src/test/scala/org/apache/spark/sql/sources/GlutenInsertSuite.scala
+++ b/gluten-ut/spark34/src/test/scala/org/apache/spark/sql/sources/GlutenInsertSuite.scala
@@ -24,7 +24,7 @@ import org.apache.spark.executor.OutputMetrics
 import org.apache.spark.scheduler.{SparkListener, SparkListenerTaskEnd}
 import org.apache.spark.sql._
 import org.apache.spark.sql.catalyst.TableIdentifier
-import org.apache.spark.sql.execution.{ColumnarWriteFilesExec, CommandResultExec, QueryExecution}
+import org.apache.spark.sql.execution.{ColumnarWriteFilesExec, CommandResultExec, GlutenImplicits, QueryExecution}
 import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
 import org.apache.spark.sql.execution.command.DataWritingCommandExec
 import org.apache.spark.sql.execution.metric.SQLMetric
@@ -70,8 +70,9 @@ class GlutenInsertSuite
   }
 
   testGluten("insert partition table") {
-    withTable("pt") {
+    withTable("pt", "pt2") {
       spark.sql("CREATE TABLE pt (c1 int, c2 string) USING PARQUET PARTITIONED BY (pt string)")
+      spark.sql("CREATE TABLE pt2 (c1 int, c2 string) USING PARQUET PARTITIONED BY (pt string)")
 
       var taskMetrics: OutputMetrics = null
       val taskListener = new SparkListener {
@@ -111,6 +112,13 @@ class GlutenInsertSuite
         spark.sparkContext.removeSparkListener(taskListener)
         spark.listenerManager.unregister(queryListener)
       }
+
+      // check no fallback nodes
+      val df2 = spark.sql("INSERT INTO TABLE pt2 SELECT * FROM pt")
+      checkAndGetWriteFiles(df2)
+      val fallbackSummary = GlutenImplicits
+        .collectQueryExecutionFallbackSummary(spark, df2.queryExecution)
+      assert(fallbackSummary.numFallbackNodes == 0)
     }
   }
 
diff --git a/gluten-ut/spark35/src/test/scala/org/apache/spark/sql/sources/GlutenInsertSuite.scala b/gluten-ut/spark35/src/test/scala/org/apache/spark/sql/sources/GlutenInsertSuite.scala
index 3d9d8842f3990..1cb905e10abf5 100644
--- a/gluten-ut/spark35/src/test/scala/org/apache/spark/sql/sources/GlutenInsertSuite.scala
+++ b/gluten-ut/spark35/src/test/scala/org/apache/spark/sql/sources/GlutenInsertSuite.scala
@@ -25,7 +25,7 @@ import org.apache.spark.executor.OutputMetrics
 import org.apache.spark.scheduler.{SparkListener, SparkListenerTaskEnd}
 import org.apache.spark.sql._
 import org.apache.spark.sql.catalyst.TableIdentifier
-import org.apache.spark.sql.execution.{CommandResultExec, QueryExecution, SparkPlan}
+import org.apache.spark.sql.execution.{CommandResultExec, GlutenImplicits, QueryExecution, SparkPlan}
 import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
 import org.apache.spark.sql.execution.command.DataWritingCommandExec
 import org.apache.spark.sql.execution.metric.SQLMetric
@@ -72,8 +72,9 @@ class GlutenInsertSuite
   }
 
   testGluten("insert partition table") {
-    withTable("pt") {
+    withTable("pt", "pt2") {
       spark.sql("CREATE TABLE pt (c1 int, c2 string) USING PARQUET PARTITIONED BY (pt string)")
+      spark.sql("CREATE TABLE pt2 (c1 int, c2 string) USING PARQUET PARTITIONED BY (pt string)")
 
       var taskMetrics: OutputMetrics = null
       val taskListener = new SparkListener {
@@ -113,6 +114,13 @@ class GlutenInsertSuite
         spark.sparkContext.removeSparkListener(taskListener)
         spark.listenerManager.unregister(queryListener)
       }
+
+      // check no fallback nodes
+      val df2 = spark.sql("INSERT INTO TABLE pt2 SELECT * FROM pt")
+      checkWriteFilesAndGetChild(df2)
+      val fallbackSummary = GlutenImplicits
+        .collectQueryExecutionFallbackSummary(spark, df2.queryExecution)
+      assert(fallbackSummary.numFallbackNodes == 0)
     }
   }