diff --git a/litellm/integrations/prometheus.py b/litellm/integrations/prometheus.py
index d8b1321b10d..58e3ac3c0ba 100644
--- a/litellm/integrations/prometheus.py
+++ b/litellm/integrations/prometheus.py
@@ -1174,7 +1174,7 @@ class PrometheusLogger(CustomLogger):
             "user_api_key_user_max_budget", None
         )
 
-        await asyncio.gather(
+        results = await asyncio.gather(
             self._set_api_key_budget_metrics_after_api_request(
                 user_api_key=user_api_key,
                 user_api_key_alias=user_api_key_alias,
@@ -1195,7 +1195,13 @@ class PrometheusLogger(CustomLogger):
                 user_max_budget=_user_max_budget,
                 response_cost=response_cost,
             ),
+            return_exceptions=True,
         )
+        for i, r in enumerate(results):
+            if isinstance(r, Exception):
+                verbose_logger.debug(
+                    f"[Non-Blocking] Prometheus: Budget metric lookup {['key', 'team', 'user'][i]} failed: {r}"
+                )
 
     def _increment_top_level_request_and_spend_metrics(
         self,