diff --git a/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/SparkScan.java b/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/SparkScan.java
index ae29e05d4339..33ee2f6aba63 100644
--- a/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/SparkScan.java
+++ b/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/SparkScan.java
@@ -39,11 +39,15 @@
 import org.apache.iceberg.spark.SparkReadConf;
 import org.apache.iceberg.spark.SparkSchemaUtil;
 import org.apache.iceberg.spark.SparkUtil;
+import org.apache.iceberg.spark.source.metrics.NumSplits;
+import org.apache.iceberg.spark.source.metrics.TaskNumSplits;
 import org.apache.iceberg.util.PropertyUtil;
 import org.apache.spark.api.java.JavaSparkContext;
 import org.apache.spark.broadcast.Broadcast;
 import org.apache.spark.sql.SparkSession;
 import org.apache.spark.sql.catalyst.InternalRow;
+import org.apache.spark.sql.connector.metric.CustomMetric;
+import org.apache.spark.sql.connector.metric.CustomTaskMetric;
 import org.apache.spark.sql.connector.read.Batch;
 import org.apache.spark.sql.connector.read.InputPartition;
 import org.apache.spark.sql.connector.read.PartitionReader;
@@ -162,6 +166,11 @@ public String description() {
     return String.format("%s [filters=%s]", table, filters);
   }
 
+  @Override
+  public CustomMetric[] supportedCustomMetrics() {
+    return new CustomMetric[] { new NumSplits() };
+  }
+
   static class ReaderFactory implements PartitionReaderFactory {
     private final int batchSize;
 
@@ -194,14 +203,32 @@ public boolean supportColumnarReads(InputPartition partition) {
   }
 
   private static class RowReader extends RowDataReader implements PartitionReader<InternalRow> {
+    private long numSplits;
+
     RowReader(ReadTask task) {
       super(task.task, task.table(), task.expectedSchema(), task.isCaseSensitive());
+      numSplits = task.task.files().size();
+      LOG.debug("Reading {} file split(s) for table {} using RowReader", numSplits, task.table().name());
+    }
+
+    @Override
+    public CustomTaskMetric[] currentMetricsValues() {
+      return new CustomTaskMetric[] { new TaskNumSplits(numSplits) };
     }
   }
 
   private static class BatchReader extends BatchDataReader implements PartitionReader<ColumnarBatch> {
+    private long numSplits;
+
     BatchReader(ReadTask task, int batchSize) {
       super(task.task, task.table(), task.expectedSchema(), task.isCaseSensitive(), batchSize);
+      numSplits = task.task.files().size();
+      LOG.debug("Reading {} file split(s) for table {} using BatchReader", numSplits, task.table().name());
+    }
+
+    @Override
+    public CustomTaskMetric[] currentMetricsValues() {
+      return new CustomTaskMetric[] { new TaskNumSplits(numSplits) };
     }
   }
 
diff --git a/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/metrics/NumSplits.java b/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/metrics/NumSplits.java
new file mode 100644
index 000000000000..5cd3c8a75c92
--- /dev/null
+++ b/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/metrics/NumSplits.java
@@ -0,0 +1,45 @@
+/*
+ * 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.iceberg.spark.source.metrics;
+
+import java.text.NumberFormat;
+import org.apache.spark.sql.connector.metric.CustomMetric;
+
+public class NumSplits implements CustomMetric {
+
+  @Override
+  public String name() {
+    return "numSplits";
+  }
+
+  @Override
+  public String description() {
+    return "number of file splits read";
+  }
+
+  @Override
+  public String aggregateTaskMetrics(long[] taskMetrics) {
+    long sum = initialValue;
+    for (int i = 0; i < taskMetrics.length; i++) {
+      sum += taskMetrics[i];
+    }
+    return NumberFormat.getIntegerInstance().format(sum);
+  }
+}
diff --git a/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/metrics/TaskNumSplits.java b/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/metrics/TaskNumSplits.java
new file mode 100644
index 000000000000..5715955be220
--- /dev/null
+++ b/spark/v3.2/spark/src/main/java/org/apache/iceberg/spark/source/metrics/TaskNumSplits.java
@@ -0,0 +1,40 @@
+/*
+ * 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.iceberg.spark.source.metrics;
+
+import org.apache.spark.sql.connector.metric.CustomTaskMetric;
+
+public class TaskNumSplits implements CustomTaskMetric {
+  private final long value;
+
+  public TaskNumSplits(long value) {
+    this.value = value;
+  }
+
+  @Override
+  public String name() {
+    return "numSplits";
+  }
+
+  @Override
+  public long value() {
+    return value;
+  }
+}