diff --git a/parlai/core/metrics.py b/parlai/core/metrics.py
index ec9f9fb11aa..75d510cb849 100644
--- a/parlai/core/metrics.py
+++ b/parlai/core/metrics.py
@@ -642,6 +642,16 @@ def clear(self):
     def share(self):
         return {'data': self._data}
 
+    def add_metrics(self, other: "Metrics") -> None:
+        """
+        Aggregate another Metrics objects metrics into this one.
+
+        Note that it is assumed that the keys for metrics are disjoint between Metrics
+        objects.
+        """
+        for k, v in other._data.items():
+            self.add(k, v)
+
 
 class TeacherMetrics(Metrics):
     """