diff --git a/core/trino-main/src/main/java/io/trino/execution/StageStateMachine.java b/core/trino-main/src/main/java/io/trino/execution/StageStateMachine.java
index d4d479d092ce..5d5d87d3aad1 100644
--- a/core/trino-main/src/main/java/io/trino/execution/StageStateMachine.java
+++ b/core/trino-main/src/main/java/io/trino/execution/StageStateMachine.java
@@ -35,7 +35,6 @@
 import io.trino.sql.planner.plan.TableScanNode;
 import io.trino.tracing.TrinoAttributes;
 import io.trino.util.Failures;
-import io.trino.util.Optionals;
 import it.unimi.dsi.fastutil.longs.Long2ObjectOpenHashMap;
 import org.joda.time.DateTime;
 
@@ -458,7 +457,7 @@ public StageInfo getStageInfo(Supplier<Iterable<TaskInfo>> taskInfosSupplier)
         long failedInputBlockedTime = 0;
 
         long bufferedDataSize = 0;
-        Optional<TDigestHistogram> outputBufferUtilization = Optional.empty();
+        ImmutableList.Builder<TDigestHistogram> bufferUtilizationHistograms = ImmutableList.builderWithExpectedSize(taskInfos.size());
         long outputDataSize = 0;
         long failedOutputDataSize = 0;
         long outputPositions = 0;
@@ -535,7 +534,7 @@ public StageInfo getStageInfo(Supplier<Iterable<TaskInfo>> taskInfosSupplier)
             inputBlockedTime += taskStats.getInputBlockedTime().roundTo(NANOSECONDS);
 
             bufferedDataSize += taskInfo.getOutputBuffers().getTotalBufferedBytes();
-            outputBufferUtilization = Optionals.combine(outputBufferUtilization, taskInfo.getOutputBuffers().getUtilization(), TDigestHistogram::mergeWith);
+            taskInfo.getOutputBuffers().getUtilization().ifPresent(bufferUtilizationHistograms::add);
             outputDataSize += taskStats.getOutputDataSize().toBytes();
             outputPositions += taskStats.getOutputPositions();
 
@@ -640,7 +639,7 @@ public StageInfo getStageInfo(Supplier<Iterable<TaskInfo>> taskInfosSupplier)
                 succinctDuration(inputBlockedTime, NANOSECONDS),
                 succinctDuration(failedInputBlockedTime, NANOSECONDS),
                 succinctBytes(bufferedDataSize),
-                outputBufferUtilization,
+                TDigestHistogram.merge(bufferUtilizationHistograms.build()),
                 succinctBytes(outputDataSize),
                 succinctBytes(failedOutputDataSize),
                 outputPositions,
diff --git a/core/trino-main/src/main/java/io/trino/operator/DirectExchangeClientStatus.java b/core/trino-main/src/main/java/io/trino/operator/DirectExchangeClientStatus.java
index 4d1bf5efd568..ea95c7586a03 100644
--- a/core/trino-main/src/main/java/io/trino/operator/DirectExchangeClientStatus.java
+++ b/core/trino-main/src/main/java/io/trino/operator/DirectExchangeClientStatus.java
@@ -162,6 +162,47 @@ public DirectExchangeClientStatus mergeWith(DirectExchangeClientStatus other)
                 requestDuration.mergeWith(other.requestDuration)); // this is correct as long as all clients have the same shape of histogram
     }
 
+    @Override
+    public DirectExchangeClientStatus mergeWith(List<DirectExchangeClientStatus> others)
+    {
+        if (others.isEmpty()) {
+            return this;
+        }
+
+        long bufferedBytes = this.bufferedBytes;
+        long maxBufferedBytes = this.maxBufferedBytes;
+        long averageBytesPerRequest = this.averageBytesPerRequest;
+        long successfulRequestsCount = this.successfulRequestsCount;
+        int bufferedPages = this.bufferedPages;
+        int spilledPages = this.spilledPages;
+        long spilledBytes = this.spilledBytes;
+        boolean noMoreLocations = this.noMoreLocations;
+        ImmutableList.Builder<TDigestHistogram> requestDurations = ImmutableList.builderWithExpectedSize(others.size());
+        for (DirectExchangeClientStatus other : others) {
+            bufferedBytes = (bufferedBytes + other.bufferedBytes) / 2; // this is correct as long as all clients have the same buffer size (capacity)
+            maxBufferedBytes = Math.max(maxBufferedBytes, other.maxBufferedBytes);
+            averageBytesPerRequest = mergeAvgs(averageBytesPerRequest, successfulRequestsCount, other.averageBytesPerRequest, other.successfulRequestsCount);
+            successfulRequestsCount = successfulRequestsCount + other.successfulRequestsCount;
+            bufferedPages = bufferedPages + other.bufferedPages;
+            spilledPages = spilledPages + other.spilledPages;
+            spilledBytes = spilledBytes + other.spilledBytes;
+            noMoreLocations = noMoreLocations && other.noMoreLocations; // if at least one has some locations, mergee has some too
+            requestDurations.add(other.requestDuration);
+        }
+
+        return new DirectExchangeClientStatus(
+                bufferedBytes,
+                maxBufferedBytes,
+                averageBytesPerRequest,
+                successfulRequestsCount,
+                bufferedPages,
+                spilledPages,
+                spilledBytes,
+                noMoreLocations,
+                ImmutableList.of(), // pageBufferClientStatuses may be long, so we don't want to combine the lists
+                TDigestHistogram.merge(requestDurations.build()).orElseThrow()); // this is correct as long as all clients have the same shape of histogram
+    }
+
     private static long mergeAvgs(long value1, long count1, long value2, long count2)
     {
         if (count1 == 0) {
diff --git a/core/trino-main/src/main/java/io/trino/operator/OperatorStats.java b/core/trino-main/src/main/java/io/trino/operator/OperatorStats.java
index 2908b0ea3929..f5f09ab08168 100644
--- a/core/trino-main/src/main/java/io/trino/operator/OperatorStats.java
+++ b/core/trino-main/src/main/java/io/trino/operator/OperatorStats.java
@@ -25,6 +25,7 @@
 import javax.annotation.Nullable;
 import javax.annotation.concurrent.Immutable;
 
+import java.util.List;
 import java.util.Optional;
 
 import static com.google.common.base.Preconditions.checkArgument;
@@ -485,6 +486,7 @@ public OperatorStats add(Iterable<OperatorStats> operators)
         Optional<BlockedReason> blockedReason = this.blockedReason;
 
         Mergeable<OperatorInfo> base = getMergeableInfoOrNull(info);
+        ImmutableList.Builder<OperatorInfo> operatorInfos = ImmutableList.builder();
         for (OperatorStats operator : operators) {
             checkArgument(operator.getOperatorId() == operatorId, "Expected operatorId to be %s but was %s", operatorId, operator.getOperatorId());
             checkArgument(operator.getOperatorType().equals(operatorType), "Expected operatorType to be %s but was %s", operatorType, operator.getOperatorType());
@@ -538,7 +540,7 @@ public OperatorStats add(Iterable<OperatorStats> operators)
             OperatorInfo info = operator.getInfo();
             if (base != null && info != null) {
                 verify(base.getClass() == info.getClass(), "Cannot merge operator infos: %s and %s", base, info);
-                base = mergeInfo(base, info);
+                operatorInfos.add(info);
             }
         }
 
@@ -592,7 +594,7 @@ public OperatorStats add(Iterable<OperatorStats> operators)
 
                 blockedReason,
 
-                (OperatorInfo) base);
+                (OperatorInfo) mergeInfos(base, operatorInfos.build()));
     }
 
     @SuppressWarnings("unchecked")
@@ -606,9 +608,12 @@ private static Mergeable<OperatorInfo> getMergeableInfoOrNull(OperatorInfo info)
     }
 
     @SuppressWarnings("unchecked")
-    private static <T> Mergeable<T> mergeInfo(Mergeable<T> base, T other)
+    private static <T> Mergeable<T> mergeInfos(Mergeable<T> base, List<T> others)
     {
-        return (Mergeable<T>) base.mergeWith(other);
+        if (base == null) {
+            return null;
+        }
+        return (Mergeable<T>) base.mergeWith(others);
     }
 
     public OperatorStats summarize()
diff --git a/lib/trino-plugin-toolkit/src/main/java/io/trino/plugin/base/metrics/TDigestHistogram.java b/lib/trino-plugin-toolkit/src/main/java/io/trino/plugin/base/metrics/TDigestHistogram.java
index 81872c8be2f9..a7b2be702930 100644
--- a/lib/trino-plugin-toolkit/src/main/java/io/trino/plugin/base/metrics/TDigestHistogram.java
+++ b/lib/trino-plugin-toolkit/src/main/java/io/trino/plugin/base/metrics/TDigestHistogram.java
@@ -26,6 +26,7 @@
 import java.util.Base64;
 import java.util.List;
 import java.util.Locale;
+import java.util.Optional;
 
 import static com.google.common.base.MoreObjects.ToStringHelper;
 import static com.google.common.base.MoreObjects.toStringHelper;
@@ -190,6 +191,15 @@ public String toString()
         return helper.toString();
     }
 
+    public static Optional<TDigestHistogram> merge(List<TDigestHistogram> histograms)
+    {
+        if (histograms.isEmpty()) {
+            return Optional.empty();
+        }
+
+        return Optional.of(histograms.get(0).mergeWith(histograms.subList(1, histograms.size())));
+    }
+
     private static String formatDouble(double value)
     {
         return format(Locale.US, "%.2f", value);