diff --git a/nixos/modules/services/video/frigate.nix b/nixos/modules/services/video/frigate.nix
index 7bc277f89b20..880745958692 100644
--- a/nixos/modules/services/video/frigate.nix
+++ b/nixos/modules/services/video/frigate.nix
@@ -643,7 +643,8 @@ in
       serviceConfig = {
         ExecStartPre = [
           (pkgs.writeShellScript "frigate-clear-cache" ''
-            rm --recursive --force /var/cache/frigate/*
+            shopt -s extglob
+            rm --recursive --force /var/cache/frigate/!(model_cache)
           '')
           (pkgs.writeShellScript "frigate-create-writable-config" ''
             cp --no-preserve=mode "${format.generate "frigate.yml" filteredConfig}" /run/frigate/frigate.yml