diff --git a/dev/deps/spark-deps-hadoop-3-hive-2.3 b/dev/deps/spark-deps-hadoop-3-hive-2.3
index 2c63641931e99..e1eba2deedc69 100644
--- a/dev/deps/spark-deps-hadoop-3-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-3-hive-2.3
@@ -16,10 +16,10 @@ antlr4-runtime/4.9.3//antlr4-runtime-4.9.3.jar
 aopalliance-repackaged/2.6.1//aopalliance-repackaged-2.6.1.jar
 arpack/3.0.3//arpack-3.0.3.jar
 arpack_combined_all/0.1//arpack_combined_all-0.1.jar
-arrow-format/12.0.1//arrow-format-12.0.1.jar
-arrow-memory-core/12.0.1//arrow-memory-core-12.0.1.jar
-arrow-memory-netty/12.0.1//arrow-memory-netty-12.0.1.jar
-arrow-vector/12.0.1//arrow-vector-12.0.1.jar
+arrow-format/13.0.0//arrow-format-13.0.0.jar
+arrow-memory-core/13.0.0//arrow-memory-core-13.0.0.jar
+arrow-memory-netty/13.0.0//arrow-memory-netty-13.0.0.jar
+arrow-vector/13.0.0//arrow-vector-13.0.0.jar
 audience-annotations/0.5.0//audience-annotations-0.5.0.jar
 avro-ipc/1.11.2//avro-ipc-1.11.2.jar
 avro-mapred/1.11.2//avro-mapred-1.11.2.jar
diff --git a/pom.xml b/pom.xml
index 4d302949fc166..628458c7050b7 100644
--- a/pom.xml
+++ b/pom.xml
@@ -223,7 +223,7 @@
     If you are changing Arrow version specification, please check
     ./python/pyspark/sql/pandas/utils.py, and ./python/setup.py too.
     -->
-    <arrow.version>12.0.1</arrow.version>
+    <arrow.version>13.0.0</arrow.version>
     <ammonite.version>2.5.9</ammonite.version>
 
     <!-- org.fusesource.leveldbjni will be used except on arm64 platform. -->