diff --git a/docs/configuration/settings.md b/docs/configuration/settings.md
index ab3d47ebf..1e4f4b3b8 100644
--- a/docs/configuration/settings.md
+++ b/docs/configuration/settings.md
@@ -83,6 +83,7 @@ You can configure the Kyuubi properties in `$KYUUBI_HOME/conf/kyuubi-defaults.co
 | kyuubi.batch.application.starvation.timeout | PT3M    | Threshold above which to warn batch application may be starved.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            | duration | 1.7.0  |
 | kyuubi.batch.conf.ignore.list                        || A comma-separated list of ignored keys for batch conf. If the batch conf contains any of them, the key and the corresponding value will be removed silently during batch job submission. Note that this rule is for server-side protection defined via administrators to prevent some essential configs from tampering. You can also pre-define some config for batch job submission with the prefix: kyuubi.batchConf.[batchType]. For example, you can pre-define `spark.master` for the Spark batch job with key `kyuubi.batchConf.spark.spark.master`. | set      | 1.6.0  |
 | kyuubi.batch.extra.resource.file.max.size   | 0       | The maximum size in bytes of each uploaded extra resource file when creating batch. 0 or negative value means no limit.                                                                                                                                                                                                                                                                                                                                                                                                                                    | long     | 1.10.0 |
+| kyuubi.batch.info.internal.redirect         | true    | When set to true, the batch info is retrieved by forwarding the request to the Kyuubi instance that submitted this job via internal RPC. If false, the batch info is constructed directly from the metadata store. It is recommended to set this to false to reduce the RPC latency for multiple kyuubi instances HA mode.                                                                                                                                                                                                                                 | boolean  | 1.11.0 |
 | kyuubi.batch.resource.file.max.size         | 0       | The maximum size in bytes of the uploaded resource file when creating batch. 0 or negative value means no limit.                                                                                                                                                                                                                                                                                                                                                                                                                                           | long     | 1.10.0 |
 | kyuubi.batch.session.idle.timeout           | PT6H    | Batch session idle timeout, it will be closed when it's not accessed for this duration                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | duration | 1.6.2  |
 
diff --git a/kyuubi-common/src/main/scala/org/apache/kyuubi/config/KyuubiConf.scala b/kyuubi-common/src/main/scala/org/apache/kyuubi/config/KyuubiConf.scala
index c1604054d..faa23a9ae 100644
--- a/kyuubi-common/src/main/scala/org/apache/kyuubi/config/KyuubiConf.scala
+++ b/kyuubi-common/src/main/scala/org/apache/kyuubi/config/KyuubiConf.scala
@@ -1951,6 +1951,16 @@ object KyuubiConf {
       .stringConf
       .createWithDefault("1")
 
+  val BATCH_INFO_INTERNAL_REDIRECT = buildConf("kyuubi.batch.info.internal.redirect")
+    .serverOnly
+    .doc("When set to true, the batch info is retrieved by forwarding the request to the " +
+      "Kyuubi instance that submitted this job via internal RPC. If false, the batch info is " +
+      "constructed directly from the metadata store. It is recommended to set this to false to " +
+      "reduce the RPC latency for multiple kyuubi instances HA mode.")
+    .version("1.11.0")
+    .booleanConf
+    .createWithDefault(true)
+
   val SERVER_EXEC_POOL_SIZE: ConfigEntry[Int] =
     buildConf("kyuubi.backend.server.exec.pool.size")
       .doc("Number of threads in the operation execution thread pool of Kyuubi server")
diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/server/api/v1/BatchesResource.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/server/api/v1/BatchesResource.scala
index 499110cf6..71ef564da 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/server/api/v1/BatchesResource.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/server/api/v1/BatchesResource.scala
@@ -68,6 +68,7 @@ private[v1] class BatchesResource extends ApiRequestContext with Logging {
   private lazy val resourceFileMaxSize = fe.getConf.get(BATCH_RESOURCE_FILE_MAX_SIZE)
   private lazy val extraResourceFileMaxSize = fe.getConf.get(BATCH_EXTRA_RESOURCE_FILE_MAX_SIZE)
   private lazy val metadataSearchWindow = fe.getConf.get(METADATA_SEARCH_WINDOW)
+  private lazy val batchInfoInternalRedirect = fe.getConf.get(BATCH_INFO_INTERNAL_REDIRECT)
 
   private def batchV2Enabled(reqConf: Map[String, String]): Boolean = {
     fe.getConf.get(BATCH_SUBMITTER_ENABLED) &&
@@ -355,7 +356,8 @@ private[v1] class BatchesResource extends ApiRequestContext with Logging {
         val isApplicationTerminated = (StringUtils.isNotBlank(metadata.engineState)
           && ApplicationState.isTerminated(ApplicationState.withName(metadata.engineState)))
 
-        if (batchV2Enabled(metadata.requestConf) ||
+        if (!batchInfoInternalRedirect ||
+          batchV2Enabled(metadata.requestConf) ||
           isOperationTerminated ||
           isApplicationTerminated ||
           metadata.kyuubiInstance == fe.connectionUrl) {