diff --git a/superset/views/base.py b/superset/views/base.py
index 140fa550e..058e420ad 100644
--- a/superset/views/base.py
+++ b/superset/views/base.py
@@ -198,7 +198,8 @@ def handle_api_exception(
             logger.warning(ex)
             return json_errors_response(errors=[ex.error], status=ex.status)
         except SupersetException as ex:
-            logger.exception(ex)
+            if ex.status >= 500:
+                logger.exception(ex)
             return json_error_response(
                 utils.error_msg_from_exception(ex), status=ex.status
             )