diff --git a/core/src/main/java/org/apache/iceberg/rest/RESTMetricsReporter.java b/core/src/main/java/org/apache/iceberg/rest/RESTMetricsReporter.java
new file mode 100644
index 000000000000..4ceb86f32c4a
--- /dev/null
+++ b/core/src/main/java/org/apache/iceberg/rest/RESTMetricsReporter.java
@@ -0,0 +1,61 @@
+/*
+ * 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.rest;
+
+import java.util.Map;
+import java.util.function.Supplier;
+import org.apache.iceberg.metrics.MetricsReport;
+import org.apache.iceberg.metrics.MetricsReporter;
+import org.apache.iceberg.rest.requests.ReportMetricsRequest;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+class RESTMetricsReporter implements MetricsReporter {
+  private static final Logger LOG = LoggerFactory.getLogger(RESTMetricsReporter.class);
+
+  private final RESTClient client;
+  private final String metricsEndpoint;
+  private final Supplier<Map<String, String>> headers;
+
+  RESTMetricsReporter(
+      RESTClient client, String metricsEndpoint, Supplier<Map<String, String>> headers) {
+    this.client = client;
+    this.metricsEndpoint = metricsEndpoint;
+    this.headers = headers;
+  }
+
+  @Override
+  public void report(MetricsReport report) {
+    if (null == report) {
+      LOG.warn("Received invalid metrics report: null");
+      return;
+    }
+
+    try {
+      client.post(
+          metricsEndpoint,
+          ReportMetricsRequest.of(report),
+          null,
+          headers,
+          ErrorHandlers.defaultErrorHandler());
+    } catch (Exception e) {
+      LOG.warn("Failed to report metrics to REST endpoint {}", metricsEndpoint, e);
+    }
+  }
+}
diff --git a/core/src/main/java/org/apache/iceberg/rest/RESTSessionCatalog.java b/core/src/main/java/org/apache/iceberg/rest/RESTSessionCatalog.java
index bd36ad154c5a..e819bcd19fa0 100644
--- a/core/src/main/java/org/apache/iceberg/rest/RESTSessionCatalog.java
+++ b/core/src/main/java/org/apache/iceberg/rest/RESTSessionCatalog.java
@@ -57,8 +57,8 @@
 import org.apache.iceberg.hadoop.Configurable;
 import org.apache.iceberg.io.FileIO;
 import org.apache.iceberg.io.ResolvingFileIO;
-import org.apache.iceberg.metrics.MetricsReport;
 import org.apache.iceberg.metrics.MetricsReporter;
+import org.apache.iceberg.metrics.MetricsReporters;
 import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
 import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList;
 import org.apache.iceberg.relocated.com.google.common.collect.ImmutableMap;
@@ -68,7 +68,6 @@
 import org.apache.iceberg.rest.requests.CreateNamespaceRequest;
 import org.apache.iceberg.rest.requests.CreateTableRequest;
 import org.apache.iceberg.rest.requests.RenameTableRequest;
-import org.apache.iceberg.rest.requests.ReportMetricsRequest;
 import org.apache.iceberg.rest.requests.UpdateNamespacePropertiesRequest;
 import org.apache.iceberg.rest.responses.ConfigResponse;
 import org.apache.iceberg.rest.responses.CreateNamespaceResponse;
@@ -347,12 +346,11 @@ public Table loadTable(SessionContext context, TableIdentifier identifier) {
             tableFileIO(context, response.config()),
             tableMetadata);
 
-    TableIdentifier tableIdentifier = loadedIdent;
     BaseTable table =
         new BaseTable(
             ops,
             fullTableName(loadedIdent),
-            report -> reportMetrics(tableIdentifier, report, session::headers));
+            metricsReporter(paths.metrics(loadedIdent), session::headers));
     if (metadataType != null) {
       return MetadataTableUtils.createMetadataTableInstance(table, metadataType);
     }
@@ -360,22 +358,14 @@ public Table loadTable(SessionContext context, TableIdentifier identifier) {
     return table;
   }
 
-  private void reportMetrics(
-      TableIdentifier tableIdentifier,
-      MetricsReport report,
-      Supplier<Map<String, String>> headers) {
-    try {
-      reporter.report(report);
-      if (reportingViaRestEnabled) {
-        client.post(
-            paths.metrics(tableIdentifier),
-            ReportMetricsRequest.of(report),
-            null,
-            headers,
-            ErrorHandlers.defaultErrorHandler());
-      }
-    } catch (Exception e) {
-      LOG.warn("Failed to report metrics to REST endpoint for table {}", tableIdentifier, e);
+  private MetricsReporter metricsReporter(
+      String metricsEndpoint, Supplier<Map<String, String>> headers) {
+    if (reportingViaRestEnabled) {
+      RESTMetricsReporter restMetricsReporter =
+          new RESTMetricsReporter(client, metricsEndpoint, headers);
+      return MetricsReporters.combine(reporter, restMetricsReporter);
+    } else {
+      return this.reporter;
     }
   }
 
@@ -603,7 +593,7 @@ public Table create() {
               response.tableMetadata());
 
       return new BaseTable(
-          ops, fullTableName(ident), report -> reportMetrics(ident, report, session::headers));
+          ops, fullTableName(ident), metricsReporter(paths.metrics(ident), session::headers));
     }
 
     @Override
@@ -625,7 +615,7 @@ public Transaction createTransaction() {
               meta);
 
       return Transactions.createTableTransaction(
-          fullName, ops, meta, report -> reportMetrics(ident, report, session::headers));
+          fullName, ops, meta, metricsReporter(paths.metrics(ident), session::headers));
     }
 
     @Override
@@ -676,7 +666,7 @@ public Transaction replaceTransaction() {
               base);
 
       return Transactions.replaceTableTransaction(
-          fullName, ops, replacement, report -> reportMetrics(ident, report, session::headers));
+          fullName, ops, replacement, metricsReporter(paths.metrics(ident), session::headers));
     }
 
     @Override