diff --git a/app/src/main/java/org/astraea/app/App.java b/app/src/main/java/org/astraea/app/App.java
index 53c3b0b36f..4180d4c246 100644
--- a/app/src/main/java/org/astraea/app/App.java
+++ b/app/src/main/java/org/astraea/app/App.java
@@ -24,6 +24,7 @@
 import org.astraea.app.automation.Automation;
 import org.astraea.app.benchmark.BalancerBenchmarkApp;
 import org.astraea.app.performance.Performance;
+import org.astraea.app.performance.Prepare;
 import org.astraea.app.publisher.MetricPublisher;
 import org.astraea.app.version.Version;
 import org.astraea.app.web.WebService;
@@ -33,6 +34,8 @@ public class App {
       Map.of(
           "performance",
           Performance.class,
+          "prepare",
+          Prepare.class,
           "automation",
           Automation.class,
           "web",
diff --git a/app/src/main/java/org/astraea/app/performance/Prepare.java b/app/src/main/java/org/astraea/app/performance/Prepare.java
new file mode 100644
index 0000000000..2e523dcf48
--- /dev/null
+++ b/app/src/main/java/org/astraea/app/performance/Prepare.java
@@ -0,0 +1,120 @@
+/*
+ * 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.astraea.app.performance;
+
+import com.beust.jcommander.Parameter;
+import java.util.List;
+import java.util.function.Function;
+import java.util.stream.Collectors;
+import java.util.stream.IntStream;
+import org.astraea.app.argument.StringListField;
+import org.astraea.common.DataSize;
+import org.astraea.common.admin.Admin;
+import org.astraea.common.admin.Broker;
+import org.astraea.common.admin.Replica;
+import org.astraea.common.admin.TopicPartitionPath;
+
+public class Prepare {
+
+  public static void main(String[] args) {
+    execute(Argument.parse(new Argument(), args));
+  }
+
+  public static void execute(final Argument param) {
+    try (var admin = Admin.of(param.bootstrapServers())) {
+      if (param.topics == null || param.topics.isEmpty()) {
+        var cluster =
+            admin
+                .topicNames(true)
+                .thenComposeAsync(admin::clusterInfo)
+                .toCompletableFuture()
+                .join();
+        var brokerSize =
+            cluster.brokers().stream()
+                .collect(
+                    Collectors.toMap(
+                        Broker::id,
+                        b ->
+                            b.topicPartitionPaths().stream()
+                                .mapToLong(TopicPartitionPath::size)
+                                .sum()));
+        System.out.println("id,role,value");
+        brokerSize.forEach((id, size) -> System.out.println(id + ",broker," + size));
+
+        var partitionSize =
+            cluster.replicas().stream()
+                .filter(Replica::isLeader)
+                .collect(Collectors.toMap(Replica::topicPartition, Replica::size));
+        partitionSize.forEach((tp, size) -> System.out.println(tp + ",partition," + size));
+
+        var brokerAvg =
+            brokerSize.values().stream().mapToLong(i -> i).filter(i -> i > 0).average().orElse(0);
+        var avedevBroker =
+            brokerSize.values().stream()
+                .mapToDouble(i -> Math.abs(i - brokerAvg))
+                .average()
+                .orElse(0.0D);
+        System.out.println("avedev,broker," + DataSize.Byte.of((long) avedevBroker));
+
+        var partitionAvg =
+            partitionSize.values().stream()
+                .mapToLong(i -> i)
+                .filter(i -> i > 0)
+                .average()
+                .orElse(0);
+        var avedevPartition =
+            partitionSize.values().stream()
+                .mapToDouble(i -> Math.abs(i - partitionAvg))
+                .average()
+                .orElse(0.0D);
+        System.out.println("avedev,partition," + DataSize.Byte.of((long) avedevPartition));
+        return;
+      }
+      var brokerIds =
+          admin.brokers().toCompletableFuture().join().stream().map(Broker::id).toList();
+      System.out.println("brokerIds: " + brokerIds);
+      Function<Integer, List<Integer>> ids =
+          index -> {
+            if (index < brokerIds.size()) return List.of(brokerIds.get(index));
+            return List.of(brokerIds.get((int) (Math.random() * brokerIds.size())));
+          };
+      param.topics.forEach(
+          topic ->
+              admin
+                  .creator()
+                  .topic(topic)
+                  .replicasAssignments(
+                      IntStream.range(0, brokerIds.size() + 2)
+                          .boxed()
+                          .collect(Collectors.toMap(i -> i, ids)))
+                  .run()
+                  .toCompletableFuture()
+                  .join());
+      System.out.println("succeed to create topics: " + param.topics);
+    }
+  }
+
+  public static class Argument extends org.astraea.app.argument.Argument {
+    @Parameter(
+        names = {"--topics"},
+        description = "List<String>: topic names which you subscribed",
+        validateWith = StringListField.class,
+        listConverter = StringListField.class,
+        required = false)
+    List<String> topics;
+  }
+}