diff --git a/velox/dwio/common/CacheInputStream.cpp b/velox/dwio/common/CacheInputStream.cpp
index 659dc88119b6..db942c99f084 100644
--- a/velox/dwio/common/CacheInputStream.cpp
+++ b/velox/dwio/common/CacheInputStream.cpp
@@ -358,6 +358,8 @@ void CacheInputStream::loadPosition() {
     }
 
     const auto nextLoadRegion = nextQuantizedLoadRegion(position_);
+    // There is no need to update the metric in the loadData method because
+    // loadSync is always executed regardless and updates the metric.
     loadSync(nextLoadRegion);
   }
 
diff --git a/velox/dwio/common/DirectBufferedInput.cpp b/velox/dwio/common/DirectBufferedInput.cpp
index 8fb6e6fb0b0c..fe48166ac868 100644
--- a/velox/dwio/common/DirectBufferedInput.cpp
+++ b/velox/dwio/common/DirectBufferedInput.cpp
@@ -272,11 +272,19 @@ std::vector<cache::CachePin> DirectCoalescedLoad::loadData(bool prefetch) {
       buffers.push_back(folly::Range(request.tinyData.data(), region.length));
     }
     lastEnd = region.offset + request.loadSize;
-    size += std::min<int32_t>(loadQuantum_, region.length);
+    size += request.loadSize;
+  }
+
+  uint64_t usecs = 0;
+  {
+    MicrosecondTimer timer(&usecs);
+    input_->read(buffers, requests_[0].region.offset, LogType::FILE);
   }
 
-  input_->read(buffers, requests_[0].region.offset, LogType::FILE);
   ioStats_->read().increment(size);
+  ioStats_->incRawBytesRead(size - overread);
+  ioStats_->incTotalScanTime(usecs * 1'000);
+  ioStats_->queryThreadIoLatency().increment(usecs);
   ioStats_->incRawOverreadBytes(overread);
   if (prefetch) {
     ioStats_->prefetch().increment(size);
diff --git a/velox/dwio/common/DirectInputStream.cpp b/velox/dwio/common/DirectInputStream.cpp
index 0f2582c0c478..3d8c8a13f636 100644
--- a/velox/dwio/common/DirectInputStream.cpp
+++ b/velox/dwio/common/DirectInputStream.cpp
@@ -190,6 +190,9 @@ void DirectInputStream::loadPosition() {
     loadedRegion_.length = (offsetInRegion_ + loadQuantum_ <= region_.length)
         ? loadQuantum_
         : (region_.length - offsetInRegion_);
+
+    // Since the loadSync method updates the metric, but it is conditionally
+    // executed, we also need to update the metric in the loadData method.
     loadSync();
   }
 
diff --git a/velox/exec/tests/TableScanTest.cpp b/velox/exec/tests/TableScanTest.cpp
index e8e8044346e9..e9b5a748945c 100644
--- a/velox/exec/tests/TableScanTest.cpp
+++ b/velox/exec/tests/TableScanTest.cpp
@@ -272,6 +272,44 @@ TEST_F(TableScanTest, allColumns) {
   ASSERT_TRUE(it->second.dynamicFilterStats.empty());
 }
 
+TEST_F(TableScanTest, directBufferInputRawInputBytes) {
+  auto vectors = makeVectors(10, 1'000);
+  auto filePath = TempFilePath::create();
+  writeToFile(filePath->getPath(), vectors);
+  createDuckDbTable(vectors);
+
+  auto plan = PlanBuilder(pool_.get())
+                  .startTableScan()
+                  .outputType(rowType_)
+                  .endTableScan()
+                  .planNode();
+
+  std::unordered_map<std::string, std::string> config;
+  std::unordered_map<std::string, std::shared_ptr<Config>> connectorConfigs =
+      {};
+  auto queryCtx = core::QueryCtx::create(
+      executor_.get(),
+      core::QueryConfig(std::move(config)),
+      connectorConfigs,
+      nullptr);
+
+  auto task = AssertQueryBuilder(duckDbQueryRunner_)
+                  .plan(plan)
+                  .splits(makeHiveConnectorSplits({filePath}))
+                  .queryCtx(queryCtx)
+                  .assertResults("SELECT * FROM tmp");
+
+  // A quick sanity check for memory usage reporting. Check that peak total
+  // memory usage for the project node is > 0.
+  auto planStats = toPlanStats(task->taskStats());
+  auto scanNodeId = plan->id();
+  auto it = planStats.find(scanNodeId);
+  ASSERT_TRUE(it != planStats.end());
+  ASSERT_GT(it->second.rawInputBytes, 0);
+  EXPECT_GT(getTableScanRuntimeStats(task)["totalScanTime"].sum, 0);
+  EXPECT_GT(getTableScanRuntimeStats(task)["queryThreadIoLatency"].sum, 0);
+}
+
 TEST_F(TableScanTest, connectorStats) {
   auto hiveConnector =
       std::dynamic_pointer_cast<connector::hive::HiveConnector>(