diff --git a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxSparkPlanExecApi.scala b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxSparkPlanExecApi.scala
index b7a1e172b2c8..7bedeecd2224 100644
--- a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxSparkPlanExecApi.scala
+++ b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxSparkPlanExecApi.scala
@@ -210,7 +210,34 @@ class VeloxSparkPlanExecApi extends SparkPlanExecApi with Logging {
       argument: ExpressionTransformer,
       function: ExpressionTransformer,
       expr: ArraySort): ExpressionTransformer = {
-    GenericExpressionTransformer(substraitExprName, Seq(argument, function), expr)
+    // Spark's default array_sort comparator includes null-handling logic that
+    // Velox's rewriteArraySortCall cannot parse. Detect it and strip the lambda
+    // so Velox uses its 1-arg array_sort (ascending, nulls-last) which has
+    // identical semantics.
+    if (isDefaultArraySortComparator(expr)) {
+      logInfo("Stripping default comparator from array_sort for Velox offloading")
+      GenericExpressionTransformer(substraitExprName, Seq(argument), expr)
+    } else {
+      GenericExpressionTransformer(substraitExprName, Seq(argument, function), expr)
+    }
+  }
+
+  /**
+   * Checks whether the ArraySort expression uses Spark's default comparator. The default comparator
+   * wraps the simple ascending comparison in null-handling if-else logic that Velox's
+   * SimpleComparisonMatcher cannot parse. Since Velox's 1-arg array_sort already provides ascending
+   * sort with nulls-last (matching Spark's default semantics), we can safely strip the comparator
+   * lambda.
+   */
+  private def isDefaultArraySortComparator(expr: ArraySort): Boolean = {
+    expr.function match {
+      case LambdaFunction(body, args, _) if args.size == 2 =>
+        val left = args(0)
+        val right = args(1)
+        val defaultWithNulls = ArraySort.comparator(left, right)
+        body.semanticEquals(defaultWithNulls)
+      case _ => false
+    }
   }
 
   /** Transform array exists to Substrait */
diff --git a/backends-velox/src/test/scala/org/apache/gluten/execution/MiscOperatorSuite.scala b/backends-velox/src/test/scala/org/apache/gluten/execution/MiscOperatorSuite.scala
index fec55eff09e8..a796399b672b 100644
--- a/backends-velox/src/test/scala/org/apache/gluten/execution/MiscOperatorSuite.scala
+++ b/backends-velox/src/test/scala/org/apache/gluten/execution/MiscOperatorSuite.scala
@@ -1244,6 +1244,38 @@ class MiscOperatorSuite extends VeloxWholeStageTransformerSuite with AdaptiveSpa
     }
   }
 
+  test("array_sort - default comparator offloading") {
+    withTable("t_arr_sort_default") {
+      sql("create table t_arr_sort_default (a array<int>) using parquet")
+      sql(
+        "insert into t_arr_sort_default values " +
+          "(array(3, 1, 2, 5, 4)), (array(10, 20, 30)), (array(null, 2, 1)), (array())")
+
+      // Default ascending sort (no lambda) - Spark generates a null-handling
+      // comparator that Velox cannot parse without the stripping logic.
+      runQueryAndCompare("select a, array_sort(a) from t_arr_sort_default") {
+        checkGlutenPlan[ProjectExecTransformer]
+      }
+
+      // sort_array also uses default comparator under the hood
+      runQueryAndCompare("select a, sort_array(a) from t_arr_sort_default") {
+        checkGlutenPlan[ProjectExecTransformer]
+      }
+
+      // Descending sort_array
+      runQueryAndCompare("select a, sort_array(a, false) from t_arr_sort_default") {
+        checkGlutenPlan[ProjectExecTransformer]
+      }
+
+      // Custom comparator (descending) - must still be offloaded with 2-arg form
+      runQueryAndCompare(
+        "select a, array_sort(a, (l, r) -> " +
+          "IF(l > r, -1, IF(l < r, 1, 0))) from t_arr_sort_default") {
+        checkGlutenPlan[ProjectExecTransformer]
+      }
+    }
+  }
+
   test("Support bool type filter in scan") {
     withTable("t") {
       sql("create table t (id int, b boolean) using parquet")