diff --git a/velox/functions/prestosql/ArrayConstructor.cpp b/velox/functions/prestosql/ArrayConstructor.cpp
index 965fcaccb27e..37902a86d5c4 100644
--- a/velox/functions/prestosql/ArrayConstructor.cpp
+++ b/velox/functions/prestosql/ArrayConstructor.cpp
@@ -55,24 +55,56 @@ class ArrayConstructor : public exec::VectorFunction {
     } else {
       elementsResult->resize(baseOffset + numArgs * rows.countSelected());
 
-      std::vector<BaseVector::CopyRange> ranges;
-      ranges.reserve(rows.end());
+      if (shouldCopyRanges(elementsResult->type())) {
+        std::vector<BaseVector::CopyRange> ranges;
+        ranges.reserve(rows.end());
 
-      vector_size_t offset = baseOffset;
-      rows.applyToSelected([&](vector_size_t row) {
-        rawSizes[row] = numArgs;
-        rawOffsets[row] = offset;
-        ranges.push_back({row, offset, 1});
-        offset += numArgs;
-      });
+        vector_size_t offset = baseOffset;
+        rows.applyToSelected([&](vector_size_t row) {
+          rawSizes[row] = numArgs;
+          rawOffsets[row] = offset;
+          ranges.push_back({row, offset, 1});
+          offset += numArgs;
+        });
+
+        elementsResult->copyRanges(args[0].get(), ranges);
+
+        for (int i = 1; i < numArgs; i++) {
+          for (auto& range : ranges) {
+            ++range.targetIndex;
+          }
+          elementsResult->copyRanges(args[i].get(), ranges);
+        }
+      } else {
+        SelectivityVector targetRows(elementsResult->size(), false);
+        std::vector<vector_size_t> toSourceRow(elementsResult->size());
+
+        vector_size_t offset = baseOffset;
+        rows.applyToSelected([&](vector_size_t row) {
+          rawSizes[row] = numArgs;
+          rawOffsets[row] = offset;
+
+          targetRows.setValid(offset, true);
+          toSourceRow[offset] = row;
+
+          offset += numArgs;
+        });
+        targetRows.updateBounds();
+        elementsResult->copy(args[0].get(), targetRows, toSourceRow.data());
+
+        for (int i = 1; i < numArgs; i++) {
+          targetRows.clearAll();
 
-      elementsResult->copyRanges(args[0].get(), ranges);
+          vector_size_t offset = baseOffset;
+          rows.applyToSelected([&](vector_size_t row) {
+            targetRows.setValid(offset + i, true);
+            toSourceRow[offset + i] = row;
+            offset += numArgs;
+          });
 
-      for (int i = 1; i < numArgs; i++) {
-        for (auto& range : ranges) {
-          ++range.targetIndex;
+          targetRows.updateBounds();
+          elementsResult->copy(args[i].get(), targetRows, toSourceRow.data());
         }
-        elementsResult->copyRanges(args[i].get(), ranges);
       }
     }
   }
@@ -90,6 +122,28 @@ class ArrayConstructor : public exec::VectorFunction {
             .build(),
     };
   }
+
+ private:
+  // BaseVector::copyRange is faster for arrays and maps and slower for
+  // primitive types. Check if 'type' is an array or map or contains an array or
+  // map. If so, return true, otherwise, false.
+  static bool shouldCopyRanges(const TypePtr& type) {
+    if (type->isPrimitiveType()) {
+      return false;
+    }
+
+    if (!type->isRow()) {
+      return true;
+    }
+
+    const auto& rowType = type->asRow();
+    for (const auto& child : rowType.children()) {
+      if (shouldCopyRanges(child)) {
+        return true;
+      }
+    }
+    return false;
+  }
 };
 } // namespace
 
diff --git a/velox/functions/prestosql/benchmarks/ArrayConstructorBenchmark.cpp b/velox/functions/prestosql/benchmarks/ArrayConstructorBenchmark.cpp
new file mode 100644
index 000000000000..8b8acdc2be80
--- /dev/null
+++ b/velox/functions/prestosql/benchmarks/ArrayConstructorBenchmark.cpp
@@ -0,0 +1,92 @@
+/*
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+#include <folly/Benchmark.h>
+#include <folly/init/Init.h>
+
+#include "velox/benchmarks/ExpressionBenchmarkBuilder.h"
+#include "velox/functions/lib/benchmarks/FunctionBenchmarkBase.h"
+#include "velox/functions/prestosql/registration/RegistrationFunctions.h"
+
+using namespace facebook::velox;
+using namespace facebook::velox::exec;
+using namespace facebook::velox::functions;
+
+int main(int argc, char** argv) {
+  folly::Init init(&argc, &argv);
+
+  functions::prestosql::registerArrayFunctions();
+
+  ExpressionBenchmarkBuilder benchmarkBuilder;
+
+  auto* pool = benchmarkBuilder.pool();
+  auto& vm = benchmarkBuilder.vectorMaker();
+
+  auto createSet =
+      [&](const TypePtr& type, bool withNulls, const VectorPtr& constantInput) {
+        VectorFuzzer::Options options;
+        options.vectorSize = 1'000;
+        options.nullRatio = withNulls ? 0.2 : 0.0;
+
+        VectorFuzzer fuzzer(options, pool);
+        std::vector<VectorPtr> columns;
+        columns.push_back(fuzzer.fuzzFlat(type));
+        columns.push_back(fuzzer.fuzzFlat(type));
+        columns.push_back(fuzzer.fuzzFlat(type));
+        columns.push_back(
+            BaseVector::createNullConstant(type, options.vectorSize, pool));
+        columns.push_back(
+            BaseVector::wrapInConstant(options.vectorSize, 0, constantInput));
+
+        auto input = vm.rowVector({"c0", "c1", "c2", "n", "c"}, columns);
+
+        benchmarkBuilder
+            .addBenchmarkSet(
+                fmt::format(
+                    "array_constructor_{}_{}",
+                    mapTypeKindToName(type->kind()),
+                    withNulls ? "nulls" : "nullfree"),
+                input)
+            .addExpression("1", "array_constructor(c0)")
+            .addExpression("2", "array_constructor(c0, c1)")
+            .addExpression("3", "array_constructor(c0, c1, c2)")
+            .addExpression("2_null", "array_constructor(c0, c1, n)")
+            .addExpression("2_const", "array_constructor(c0, c1, c)");
+      };
+
+  auto constantInteger = BaseVector::createConstant(INTEGER(), 11, 1, pool);
+  createSet(INTEGER(), true, constantInteger);
+  createSet(INTEGER(), false, constantInteger);
+
+  auto constantRow = vm.rowVector({
+      BaseVector::createConstant(INTEGER(), 11, 1, pool),
+      BaseVector::createConstant(DOUBLE(), 1.23, 1, pool),
+  });
+  createSet(ROW({INTEGER(), DOUBLE()}), true, constantRow);
+  createSet(ROW({INTEGER(), DOUBLE()}), false, constantRow);
+
+  auto constantArray = vm.arrayVector<int32_t>({{1, 2, 3, 4, 5}});
+  createSet(ARRAY(INTEGER()), true, constantArray);
+  createSet(ARRAY(INTEGER()), false, constantArray);
+
+  auto constantMap = vm.mapVector<int32_t, float>({{{1, 1.23}, {2, 2.34}}});
+  createSet(MAP(INTEGER(), REAL()), true, constantMap);
+  createSet(MAP(INTEGER(), REAL()), false, constantMap);
+
+  benchmarkBuilder.registerBenchmarks();
+
+  folly::runBenchmarks();
+  return 0;
+}