diff --git a/synapse/handlers/e2e_keys.py b/synapse/handlers/e2e_keys.py
index 325c0c4a9..7eb03ad32 100644
--- a/synapse/handlers/e2e_keys.py
+++ b/synapse/handlers/e2e_keys.py
@@ -141,7 +141,7 @@ class E2eKeysHandler(object):
         yield make_deferred_yieldable(defer.gatherResults([
             preserve_fn(do_remote_query)(destination)
             for destination in remote_queries_not_in_cache
-        ]))
+        ], consumeErrors=True))
 
         defer.returnValue({
             "device_keys": results, "failures": failures,
@@ -244,7 +244,7 @@ class E2eKeysHandler(object):
         yield make_deferred_yieldable(defer.gatherResults([
             preserve_fn(claim_client_keys)(destination)
             for destination in remote_queries
-        ]))
+        ], consumeErrors=True))
 
         logger.info(
             "Claimed one-time-keys: %s",
diff --git a/synapse/push/pusherpool.py b/synapse/push/pusherpool.py
index 134e89b37..2f467d1f9 100644
--- a/synapse/push/pusherpool.py
+++ b/synapse/push/pusherpool.py
@@ -142,7 +142,9 @@ class PusherPool:
                             )
                         )
 
-            yield make_deferred_yieldable(defer.gatherResults(deferreds))
+            yield make_deferred_yieldable(
+                defer.gatherResults(deferreds, consumeErrors=True),
+            )
         except Exception:
             logger.exception("Exception in pusher on_new_notifications")
 
@@ -167,7 +169,9 @@ class PusherPool:
                             preserve_fn(p.on_new_receipts)(min_stream_id, max_stream_id)
                         )
 
-            yield make_deferred_yieldable(defer.gatherResults(deferreds))
+            yield make_deferred_yieldable(
+                defer.gatherResults(deferreds, consumeErrors=True),
+            )
         except Exception:
             logger.exception("Exception in pusher on_new_receipts")
 
diff --git a/synapse/storage/stream.py b/synapse/storage/stream.py
index 2956c3b3e..3b8b53999 100644
--- a/synapse/storage/stream.py
+++ b/synapse/storage/stream.py
@@ -202,7 +202,7 @@ class StreamWorkerStore(EventsWorkerStore, SQLBaseStore):
                     room_id, from_key, to_key, limit, order=order,
                 )
                 for room_id in rm_ids
-            ]))
+            ], consumeErrors=True))
             results.update(dict(zip(rm_ids, res)))
 
         defer.returnValue(results)