diff --git a/docs/operations/metrics.md b/docs/operations/metrics.md
index 16aaca90837..f85cbec77df 100644
--- a/docs/operations/metrics.md
+++ b/docs/operations/metrics.md
@@ -66,6 +66,9 @@ Metrics may have additional dimensions beyond those listed above.
 |`sqlQuery/bytes`|Number of bytes returned in the SQL query response.|`id`, `nativeQueryIds`, `dataSource`, `remoteAddress`, `success`, `engine`| |
 |`init/serverview/time`|Time taken to initialize the broker server view. Useful to detect if brokers are taking too long to start.||Depends on the number of segments.|
 |`init/metadatacache/time`|Time taken to initialize the broker segment metadata cache. Useful to detect if brokers are taking too long to start||Depends on the number of segments.|
+|`segment/metadatacache/refresh/count`|Number of segments to refresh in broker segment metadata cache.|`dataSource`|
+|`segment/metadatacache/refresh/time`|Time taken to refresh segments in broker segment metadata cache.|`dataSource`|
+
 
 ### Historical
 
diff --git a/sql/src/main/java/org/apache/druid/sql/calcite/schema/SegmentMetadataCache.java b/sql/src/main/java/org/apache/druid/sql/calcite/schema/SegmentMetadataCache.java
index 71c19734ec0..ea3dc395671 100644
--- a/sql/src/main/java/org/apache/druid/sql/calcite/schema/SegmentMetadataCache.java
+++ b/sql/src/main/java/org/apache/druid/sql/calcite/schema/SegmentMetadataCache.java
@@ -23,6 +23,7 @@ import com.fasterxml.jackson.annotation.JsonCreator;
 import com.google.common.annotations.VisibleForTesting;
 import com.google.common.base.Preconditions;
 import com.google.common.base.Predicates;
+import com.google.common.base.Stopwatch;
 import com.google.common.collect.FluentIterable;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Interner;
@@ -48,6 +49,7 @@ import org.apache.druid.java.util.common.lifecycle.LifecycleStop;
 import org.apache.druid.java.util.emitter.EmittingLogger;
 import org.apache.druid.java.util.emitter.service.ServiceEmitter;
 import org.apache.druid.java.util.emitter.service.ServiceMetricEvent;
+import org.apache.druid.query.DruidMetrics;
 import org.apache.druid.query.GlobalTableDataSource;
 import org.apache.druid.query.QueryContexts;
 import org.apache.druid.query.TableDataSource;
@@ -88,6 +90,7 @@ import java.util.concurrent.ConcurrentMap;
 import java.util.concurrent.ConcurrentSkipListMap;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.ExecutorService;
+import java.util.concurrent.TimeUnit;
 import java.util.function.Function;
 import java.util.stream.Collectors;
 import java.util.stream.StreamSupport;
@@ -707,6 +710,8 @@ public class SegmentMetadataCache
   private Set<SegmentId> refreshSegmentsForDataSource(final String dataSource, final Set<SegmentId> segments)
       throws IOException
   {
+    final Stopwatch stopwatch = Stopwatch.createStarted();
+
     if (!segments.stream().allMatch(segmentId -> segmentId.getDataSource().equals(dataSource))) {
       // Sanity check. We definitely expect this to pass.
       throw new ISE("'segments' must all match 'dataSource'!");
@@ -714,7 +719,10 @@ public class SegmentMetadataCache
 
     log.debug("Refreshing metadata for dataSource[%s].", dataSource);
 
-    final long startTime = System.currentTimeMillis();
+    final ServiceMetricEvent.Builder builder =
+        new ServiceMetricEvent.Builder().setDimension(DruidMetrics.DATASOURCE, dataSource);
+
+    emitter.emit(builder.build("segment/metadatacache/refresh/count", segments.size()));
 
     // Segment id string -> SegmentId object.
     final Map<String, SegmentId> segmentIdMap = Maps.uniqueIndex(segments, SegmentId::toString);
@@ -783,10 +791,14 @@ public class SegmentMetadataCache
       yielder.close();
     }
 
+    long refreshDurationMillis = stopwatch.elapsed(TimeUnit.MILLISECONDS);
+
+    emitter.emit(builder.build("segment/metadatacache/refresh/time", refreshDurationMillis));
+
     log.debug(
         "Refreshed metadata for dataSource [%s] in %,d ms (%d segments queried, %d segments left).",
         dataSource,
-        System.currentTimeMillis() - startTime,
+        refreshDurationMillis,
         retVal.size(),
         segments.size() - retVal.size()
     );
diff --git a/sql/src/test/java/org/apache/druid/sql/calcite/schema/SegmentMetadataCacheTest.java b/sql/src/test/java/org/apache/druid/sql/calcite/schema/SegmentMetadataCacheTest.java
index fb55d227109..0414878b4a5 100644
--- a/sql/src/test/java/org/apache/druid/sql/calcite/schema/SegmentMetadataCacheTest.java
+++ b/sql/src/test/java/org/apache/druid/sql/calcite/schema/SegmentMetadataCacheTest.java
@@ -39,6 +39,8 @@ import org.apache.druid.data.input.impl.TimestampSpec;
 import org.apache.druid.java.util.common.Intervals;
 import org.apache.druid.java.util.common.Pair;
 import org.apache.druid.java.util.common.guava.Sequences;
+import org.apache.druid.java.util.metrics.StubServiceEmitter;
+import org.apache.druid.query.DruidMetrics;
 import org.apache.druid.query.GlobalTableDataSource;
 import org.apache.druid.query.QueryContexts;
 import org.apache.druid.query.TableDataSource;
@@ -1447,6 +1449,52 @@ public class SegmentMetadataCacheTest extends SegmentMetadataCacheCommon
     Assert.assertNull(schema.getDatasource("wat"));
   }
 
+  @Test
+  public void testRefreshShouldEmitMetrics() throws InterruptedException, IOException
+  {
+    String datasource = "xyz";
+    CountDownLatch addSegmentLatch = new CountDownLatch(2);
+    StubServiceEmitter emitter = new StubServiceEmitter("broker", "host");
+    SegmentMetadataCache schema = new SegmentMetadataCache(
+        CalciteTests.createMockQueryLifecycleFactory(walker, conglomerate),
+        serverView,
+        segmentManager,
+        new MapJoinableFactory(ImmutableSet.of(), ImmutableMap.of()),
+        SEGMENT_CACHE_CONFIG_DEFAULT,
+        new NoopEscalator(),
+        new BrokerInternalQueryConfig(),
+        emitter
+    )
+    {
+      @Override
+      protected void addSegment(final DruidServerMetadata server, final DataSegment segment)
+      {
+        super.addSegment(server, segment);
+        if (datasource.equals(segment.getDataSource())) {
+          addSegmentLatch.countDown();
+        }
+      }
+
+      @Override
+      void removeSegment(final DataSegment segment)
+      {
+        super.removeSegment(segment);
+      }
+    };
+
+    List<DataSegment> segments = ImmutableList.of(
+        newSegment(datasource, 1),
+        newSegment(datasource, 2)
+    );
+    serverView.addSegment(segments.get(0), ServerType.HISTORICAL);
+    serverView.addSegment(segments.get(1), ServerType.REALTIME);
+    Assert.assertTrue(addSegmentLatch.await(1, TimeUnit.SECONDS));
+    schema.refresh(segments.stream().map(DataSegment::getId).collect(Collectors.toSet()), Sets.newHashSet(datasource));
+
+    emitter.verifyEmitted("segment/metadatacache/refresh/time", ImmutableMap.of(DruidMetrics.DATASOURCE, datasource), 1);
+    emitter.verifyEmitted("segment/metadatacache/refresh/count", ImmutableMap.of(DruidMetrics.DATASOURCE, datasource), 1);
+  }
+
   private static DataSegment newSegment(String datasource, int partitionId)
   {
     return new DataSegment(