diff --git a/velox/common/io/IoStatistics.h b/velox/common/io/IoStatistics.h
index e1d72afc9cfe..99936d408163 100644
--- a/velox/common/io/IoStatistics.h
+++ b/velox/common/io/IoStatistics.h
@@ -48,19 +48,42 @@ class IoCounter {
     return sum_;
   }
 
+  uint64_t min() const {
+    return min_;
+  }
+
+  uint64_t max() const {
+    return max_;
+  }
+
   void increment(uint64_t amount) {
     ++count_;
     sum_ += amount;
+    casLoop(min_, amount, std::greater());
+    casLoop(max_, amount, std::less());
   }
 
   void merge(const IoCounter& other) {
     sum_ += other.sum_;
     count_ += other.count_;
+    casLoop(min_, other.min_, std::greater());
+    casLoop(max_, other.max_, std::less());
   }
 
  private:
+  template <typename Compare>
+  static void
+  casLoop(std::atomic<uint64_t>& value, uint64_t newValue, Compare compare) {
+    uint64_t old = value;
+    while (compare(old, newValue) &&
+           !value.compare_exchange_weak(old, newValue)) {
+    }
+  }
+
   std::atomic<uint64_t> count_{0};
   std::atomic<uint64_t> sum_{0};
+  std::atomic<uint64_t> min_{std::numeric_limits<uint64_t>::max()};
+  std::atomic<uint64_t> max_{0};
 };
 
 class IoStatistics {
diff --git a/velox/connectors/hive/HiveDataSource.cpp b/velox/connectors/hive/HiveDataSource.cpp
index 448f673ac65a..994ce248cb79 100644
--- a/velox/connectors/hive/HiveDataSource.cpp
+++ b/velox/connectors/hive/HiveDataSource.cpp
@@ -683,6 +683,10 @@ std::unordered_map<std::string, RuntimeCounter> HiveDataSource::runtimeStats() {
         RuntimeCounter(
             ioStats_->queryThreadIoLatency().sum() * 1000,
             RuntimeCounter::Unit::kNanos)},
+       {"maxSingleIoWaitNanos",
+        RuntimeCounter(
+            ioStats_->queryThreadIoLatency().max() * 1000,
+            RuntimeCounter::Unit::kNanos)},
        {"overreadBytes",
         RuntimeCounter(
             ioStats_->rawOverreadBytes(), RuntimeCounter::Unit::kBytes)},
diff --git a/velox/exec/tests/PrintPlanWithStatsTest.cpp b/velox/exec/tests/PrintPlanWithStatsTest.cpp
index f61f64d1b67f..ae70387e4f1d 100644
--- a/velox/exec/tests/PrintPlanWithStatsTest.cpp
+++ b/velox/exec/tests/PrintPlanWithStatsTest.cpp
@@ -190,6 +190,7 @@ TEST_F(PrintPlanWithStatsTest, innerJoinWithTableScan) {
        {"          flattenStringDictionaryValues [ ]* sum: 0, count: 1, min: 0, max: 0"},
        {"          ioWaitNanos      [ ]* sum: .+, count: .+ min: .+, max: .+"},
        {"          localReadBytes      [ ]* sum: 0B, count: 1, min: 0B, max: 0B"},
+       {"          maxSingleIoWaitNanos[ ]*sum: .+, count: 1, min: .+, max: .+"},
        {"          numLocalRead        [ ]* sum: 0, count: 1, min: 0, max: 0"},
        {"          numPrefetch         [ ]* sum: .+, count: 1, min: .+, max: .+"},
        {"          numRamRead          [ ]* sum: 40, count: 1, min: 40, max: 40"},
@@ -283,6 +284,7 @@ TEST_F(PrintPlanWithStatsTest, partialAggregateWithTableScan) {
          {"        flattenStringDictionaryValues [ ]* sum: 0, count: 1, min: 0, max: 0"},
          {"        ioWaitNanos      [ ]* sum: .+, count: .+ min: .+, max: .+"},
          {"        localReadBytes   [ ]* sum: 0B, count: 1, min: 0B, max: 0B"},
+         {"        maxSingleIoWaitNanos[ ]*sum: .+, count: 1, min: .+, max: .+"},
          {"        numLocalRead     [ ]* sum: 0, count: 1, min: 0, max: 0"},
          {"        numPrefetch      [ ]* sum: .+, count: .+, min: .+, max: .+"},
          {"        numRamRead       [ ]* sum: 6, count: 1, min: 6, max: 6"},