diff --git a/benchmarks/src/test/java/org/apache/druid/benchmark/DataSourcesSnapshotBenchmark.java b/benchmarks/src/test/java/org/apache/druid/benchmark/DataSourcesSnapshotBenchmark.java
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+++ b/benchmarks/src/test/java/org/apache/druid/benchmark/DataSourcesSnapshotBenchmark.java
@@ -0,0 +1,124 @@
+/*
+ * 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.druid.benchmark;
+
+import org.apache.druid.client.DataSourcesSnapshot;
+import org.apache.druid.client.ImmutableDruidDataSource;
+import org.apache.druid.java.util.common.Intervals;
+import org.apache.druid.java.util.common.StringUtils;
+import org.apache.druid.timeline.DataSegment;
+import org.apache.druid.timeline.partition.NoneShardSpec;
+import org.joda.time.Interval;
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Fork;
+import org.openjdk.jmh.annotations.Measurement;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.OutputTimeUnit;
+import org.openjdk.jmh.annotations.Param;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+import org.openjdk.jmh.annotations.Warmup;
+import org.openjdk.jmh.infra.Blackhole;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+
+@State(Scope.Benchmark)
+@Fork(1)
+@BenchmarkMode(Mode.SingleShotTime)
+@OutputTimeUnit(TimeUnit.NANOSECONDS)
+@Warmup(iterations = 10)
+@Measurement(iterations = 50)
+public class DataSourcesSnapshotBenchmark
+{
+  private static Interval TEST_SEGMENT_INTERVAL = Intervals.of("2012-03-15T00:00:00.000/2012-03-16T00:00:00.000");
+
+  @Param({"500", "1000"})
+  private int numDataSources;
+
+  @Param({"1000", "2000"})
+  private int numSegmentPerDataSource;
+
+  private DataSourcesSnapshot snapshot;
+
+  @Setup
+  public void setUp()
+  {
+    long start = System.currentTimeMillis();
+
+    Map<String, ImmutableDruidDataSource> dataSources = new HashMap<>();
+
+    for (int i = 0; i < numDataSources; i++) {
+      String dataSource = StringUtils.format("ds-%d", i);
+      List<DataSegment> segments = new ArrayList<>();
+
+      for (int j = 0; j < numSegmentPerDataSource; j++) {
+        segments.add(
+            new DataSegment(
+                dataSource,
+                TEST_SEGMENT_INTERVAL,
+                String.valueOf(j),
+                Collections.emptyMap(),
+                Collections.emptyList(),
+                Collections.emptyList(),
+                NoneShardSpec.instance(),
+                0,
+                10L
+            )
+        );
+      }
+
+      dataSources.put(dataSource, new ImmutableDruidDataSource(dataSource, Collections.emptyMap(), segments));
+    }
+
+    snapshot = new DataSourcesSnapshot(dataSources);
+
+    System.out.println("Setup Time " + (System.currentTimeMillis() - start) + " ms");
+  }
+
+  @Benchmark
+  public void iterateUsing_iterateAllUsedSegmentsInSnapshot(Blackhole blackhole)
+  {
+    long totalSize = 0;
+    for (DataSegment segment : snapshot.iterateAllUsedSegmentsInSnapshot()) {
+      totalSize += segment.getSize();
+    }
+    blackhole.consume(totalSize);
+  }
+
+  @Benchmark
+  public void iterateUsing_forloops(Blackhole blackhole)
+  {
+    long totalSize = 0;
+    for (ImmutableDruidDataSource dataSource : snapshot.getDataSourcesWithAllUsedSegments()) {
+      for (DataSegment segment : dataSource.getSegments()) {
+        totalSize += segment.getSize();
+      }
+    }
+    blackhole.consume(totalSize);
+  }
+}
+