diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index b5ea247ef..fd9ddfba6 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -2404,17 +2404,18 @@ class Exchange:
                     with self._loop_lock:
                         results = self.loop.run_until_complete(gather_results())
 
-                    for symbol, res in results:
-                        tiers[symbol] = res
+                    for res in results:
+                        if isinstance(res, Exception):
+                            logger.warning(f"Leverage tier exception: {repr(res)}")
+                            continue
+                        symbol, tier = res
+                        tiers[symbol] = tier
                 if len(coros) > 0:
                     self.cache_leverage_tiers(tiers, self._config['stake_currency'])
                 logger.info(f"Done initializing {len(symbols)} markets.")
 
                 return tiers
-            else:
-                return {}
-        else:
-            return {}
+        return {}
 
     def cache_leverage_tiers(self, tiers: Dict[str, List[Dict]], stake_currency: str) -> None: