diff --git a/arrow/src/main/java/org/apache/iceberg/arrow/vectorized/ArrowFormatModels.java b/arrow/src/main/java/org/apache/iceberg/arrow/vectorized/ArrowFormatModels.java
new file mode 100644
index 000000000000..d70e12be7817
--- /dev/null
+++ b/arrow/src/main/java/org/apache/iceberg/arrow/vectorized/ArrowFormatModels.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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.
+ */
+package org.apache.iceberg.arrow.vectorized;
+
+import org.apache.arrow.vector.NullCheckingForGet;
+import org.apache.iceberg.formats.FormatModelRegistry;
+import org.apache.iceberg.parquet.ParquetFormatModel;
+
+public class ArrowFormatModels {
+  public static void register() {
+    FormatModelRegistry.register(
+        ParquetFormatModel.create(
+            ColumnarBatch.class,
+            Object.class,
+            (schema, fileSchema, engineSchema, idToConstant) ->
+                ArrowReader.VectorizedCombinedScanIterator.buildReader(
+                    schema,
+                    fileSchema,
+                    NullCheckingForGet.NULL_CHECKING_ENABLED /* setArrowValidityVector */)));
+  }
+
+  private ArrowFormatModels() {}
+}
diff --git a/arrow/src/main/java/org/apache/iceberg/arrow/vectorized/ArrowReader.java b/arrow/src/main/java/org/apache/iceberg/arrow/vectorized/ArrowReader.java
index 06b7baec27d5..68a27bdfb8eb 100644
--- a/arrow/src/main/java/org/apache/iceberg/arrow/vectorized/ArrowReader.java
+++ b/arrow/src/main/java/org/apache/iceberg/arrow/vectorized/ArrowReader.java
@@ -29,7 +29,6 @@
 import java.util.stream.Collectors;
 import java.util.stream.Stream;
 import java.util.stream.StreamSupport;
-import org.apache.arrow.vector.NullCheckingForGet;
 import org.apache.arrow.vector.VectorSchemaRoot;
 import org.apache.arrow.vector.types.Types.MinorType;
 import org.apache.iceberg.CombinedScanTask;
@@ -40,13 +39,14 @@
 import org.apache.iceberg.encryption.EncryptedFiles;
 import org.apache.iceberg.encryption.EncryptedInputFile;
 import org.apache.iceberg.encryption.EncryptionManager;
+import org.apache.iceberg.formats.FormatModelRegistry;
+import org.apache.iceberg.formats.ReadBuilder;
 import org.apache.iceberg.io.CloseableGroup;
 import org.apache.iceberg.io.CloseableIterable;
 import org.apache.iceberg.io.CloseableIterator;
 import org.apache.iceberg.io.FileIO;
 import org.apache.iceberg.io.InputFile;
 import org.apache.iceberg.mapping.NameMappingParser;
-import org.apache.iceberg.parquet.Parquet;
 import org.apache.iceberg.parquet.TypeWithSchemaVisitor;
 import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
 import org.apache.iceberg.relocated.com.google.common.collect.ImmutableMap;
@@ -189,8 +189,7 @@ public void close() throws IOException {
    * Reads the data file and returns an iterator of {@link VectorSchemaRoot}. Only Parquet data file
    * format is supported.
    */
-  private static final class VectorizedCombinedScanIterator
-      implements CloseableIterator<ColumnarBatch> {
+  static final class VectorizedCombinedScanIterator implements CloseableIterator<ColumnarBatch> {
 
     private final Iterator<FileScanTask> fileItr;
     private final Map<String, InputFile> inputFiles;
@@ -324,19 +323,8 @@ CloseableIterator<ColumnarBatch> open(FileScanTask task) {
       InputFile location = getInputFile(task);
       Preconditions.checkNotNull(location, "Could not find InputFile associated with FileScanTask");
       if (task.file().format() == FileFormat.PARQUET) {
-        Parquet.ReadBuilder builder =
-            Parquet.read(location)
-                .project(expectedSchema)
-                .split(task.start(), task.length())
-                .createBatchedReaderFunc(
-                    fileSchema ->
-                        buildReader(
-                            expectedSchema,
-                            fileSchema, /* setArrowValidityVector */
-                            NullCheckingForGet.NULL_CHECKING_ENABLED))
-                .recordsPerBatch(batchSize)
-                .filter(task.residual())
-                .caseSensitive(caseSensitive);
+        ReadBuilder<ColumnarBatch, ?> builder =
+            FormatModelRegistry.readBuilder(FileFormat.PARQUET, ColumnarBatch.class, location);
 
         if (reuseContainers) {
           builder.reuseContainers();
@@ -345,7 +333,14 @@ CloseableIterator<ColumnarBatch> open(FileScanTask task) {
           builder.withNameMapping(NameMappingParser.fromJson(nameMapping));
         }
 
-        iter = builder.build();
+        iter =
+            builder
+                .project(expectedSchema)
+                .split(task.start(), task.length())
+                .recordsPerBatch(batchSize)
+                .caseSensitive(caseSensitive)
+                .filter(task.residual())
+                .build();
       } else {
         throw new UnsupportedOperationException(
             "Format: " + task.file().format() + " not supported for batched reads");
@@ -376,7 +371,7 @@ private InputFile getInputFile(FileScanTask task) {
      * @param fileSchema Schema of the data file.
      * @param setArrowValidityVector Indicates whether to set the validity vector in Arrow vectors.
      */
-    private static ArrowBatchReader buildReader(
+    static ArrowBatchReader buildReader(
         Schema expectedSchema, MessageType fileSchema, boolean setArrowValidityVector) {
       return (ArrowBatchReader)
           TypeWithSchemaVisitor.visit(
diff --git a/core/src/main/java/org/apache/iceberg/formats/FormatModelRegistry.java b/core/src/main/java/org/apache/iceberg/formats/FormatModelRegistry.java
index b9adafdbc2c9..e86dd9f97aa1 100644
--- a/core/src/main/java/org/apache/iceberg/formats/FormatModelRegistry.java
+++ b/core/src/main/java/org/apache/iceberg/formats/FormatModelRegistry.java
@@ -55,7 +55,9 @@ private FormatModelRegistry() {}
   private static final Logger LOG = LoggerFactory.getLogger(FormatModelRegistry.class);
   // The list of classes which are used for registering the reader and writer builders
   private static final List<String> CLASSES_TO_REGISTER =
-      ImmutableList.of("org.apache.iceberg.data.GenericFormatModels");
+      ImmutableList.of(
+          "org.apache.iceberg.data.GenericFormatModels",
+          "org.apache.iceberg.arrow.vectorized.ArrowFormatModels");
 
   // Format models indexed by file format and object model class
   private static final Map<Pair<FileFormat, Class<?>>, FormatModel<?, ?>> MODELS =