diff --git a/PluralKit.Bot/Utils/MiscUtils.cs b/PluralKit.Bot/Utils/MiscUtils.cs
index 041f7ae7..abd373c0 100644
--- a/PluralKit.Bot/Utils/MiscUtils.cs
+++ b/PluralKit.Bot/Utils/MiscUtils.cs
@@ -12,6 +12,8 @@ using Npgsql;
 
 using PluralKit.Core;
 
+using Polly.Timeout;
+
 namespace PluralKit.Bot
 {
     public static class MiscUtils {
@@ -68,6 +70,11 @@ namespace PluralKit.Bot
             if (e is NotFoundException ne && ne.ResponseBody.Contains("<center>nginx</center>")) return false;
             if (e is UnauthorizedException ue && ue.ResponseBody.Contains("<center>nginx</center>")) return false;
 
+            // Filter out timeout/ratelimit related stuff
+            if (e is TooManyRequestsException) return false;
+            if (e is RatelimitBucketExhaustedException) return false;
+            if (e is TimeoutRejectedException) return false;
+
             // 5xxs? also not our problem :^)
             if (e is UnknownDiscordRequestException udre && (int) udre.StatusCode >= 500) return false;