diff --git a/paimon-core/src/test/java/org/apache/paimon/metrics/commit/CommitMetricsTest.java b/paimon-core/src/test/java/org/apache/paimon/metrics/commit/CommitMetricsTest.java
index b2599238aae3..0ca839fee7c9 100644
--- a/paimon-core/src/test/java/org/apache/paimon/metrics/commit/CommitMetricsTest.java
+++ b/paimon-core/src/test/java/org/apache/paimon/metrics/commit/CommitMetricsTest.java
@@ -25,6 +25,7 @@
 import org.apache.paimon.metrics.Metric;
 import org.apache.paimon.metrics.MetricGroup;
 import org.apache.paimon.metrics.Metrics;
+import org.apache.paimon.utils.ExceptionUtils;
 
 import org.junit.jupiter.api.AfterEach;
 import org.junit.jupiter.api.BeforeEach;
@@ -58,7 +59,19 @@ public void afterEach() {
     @Test
     public void testGenericMetricsRegistration() {
         MetricGroup genericMetricGroup = commitMetrics.getMetricGroup();
-        assertThat(Metrics.getInstance().getMetricGroups().size()).isEqualTo(1);
+        AssertionError error = null;
+        try {
+            assertThat(Metrics.getInstance().getMetricGroups().size()).isEqualTo(1);
+        } catch (AssertionError e) {
+            error =
+                    ExceptionUtils.firstOrSuppressed(
+                            e,
+                            new AssertionError(
+                                    "Please close the created TableCommit objects in case of metrics resource leak."));
+        }
+        if (error != null) {
+            throw error;
+        }
         assertThat(genericMetricGroup.getGroupName()).isEqualTo(CommitMetrics.GROUP_NAME);
         Map<String, Metric> registeredMetrics = genericMetricGroup.getMetrics();
         assertThat(registeredMetrics.keySet())