diff --git a/model/registry.yaml b/model/registry.yaml
index e240b35638..1f5b6d7e7a 100644
--- a/model/registry.yaml
+++ b/model/registry.yaml
@@ -603,7 +603,7 @@ models:
   - Generated by scripts/training/train_predictive_planner.py
 - model_id: predictive_proxy_selected_v1
   display_name: Predictive planner model (predictive_proxy_selected_v1)
-  local_path: output/tmp/predictive_planner/training/predictive_proxy_selected_v1/predictive_model.pt
+  local_path: output/model_cache/predictive_proxy_selected_v1/predictive_proxy_selected_v1-predictive_model.pt
   config_path: null
   commit: dfc4aea84e25cc83f9888c620286457bab3e1596
   wandb_run_id: geedo1po
@@ -650,7 +650,7 @@ models:
   - Generated by scripts/training/train_predictive_planner.py
 - model_id: predictive_proxy_selected_v2_full
   display_name: Predictive planner model (predictive_proxy_selected_v2_full)
-  local_path: output/tmp/predictive_planner/pipeline/predictive_br07_all_maps_randomized_full_20260305T123116Z/training/predictive_model.pt
+  local_path: output/model_cache/predictive_proxy_selected_v2_full/predictive_proxy_selected_v2_full-predictive_model.pt
   config_path: configs/training/predictive/predictive_br07_all_maps_randomized_full.yaml
   commit: cef93136b92ddca9b0c4436bc44049412461a2fd
   wandb_run_id: u40parjb
diff --git a/tests/unit/test_registry.py b/tests/unit/test_registry.py
index 9a2686bd81..d522734213 100644
--- a/tests/unit/test_registry.py
+++ b/tests/unit/test_registry.py
@@ -1000,3 +1000,15 @@ def test_upsert_registry_entry_requires_model_id(tmp_path: Path) -> None:
             {"local_path": "output/model_cache/demo/model.zip"},
             registry_path=tmp_path / "registry.yaml",
         )
+
+
+def test_predictive_proxy_registry_paths_match_release_assets() -> None:
+    """Predictive proxy cache pointers should name their release assets exactly."""
+    registry_path = Path(__file__).resolve().parents[2] / "model" / "registry.yaml"
+    entries = registry.load_registry(registry_path)
+
+    for model_id in ("predictive_proxy_selected_v1", "predictive_proxy_selected_v2_full"):
+        entry = entries[model_id]
+        release = entry["github_release"]
+        assert Path(entry["local_path"]).parts[:3] == ("output", "model_cache", model_id)
+        assert Path(entry["local_path"]).name == release["asset_name"]