diff --git a/tests/unit/compile_cache_test.py b/tests/unit/compile_cache_test.py
index b94cd0dec6..a56fb8bea9 100644
--- a/tests/unit/compile_cache_test.py
+++ b/tests/unit/compile_cache_test.py
@@ -96,9 +96,11 @@ def test_train_step_cache_hit():
 
     # Check if cache dir has files
     cache_files = os.listdir(temp_dir)
+    train_step_cache_files = [f for f in cache_files if f.startswith("jit_train_step")]
     print("=== Cache Directory Content ===")
     print(f"Path: {temp_dir}")
     print(f"Files: {cache_files}")
+    print(f"Train step cache files: {train_step_cache_files}")
     print("===============================")
 
     assert len(cache_files) > 0, (
@@ -106,10 +108,12 @@ def test_train_step_cache_hit():
         "cache was not writeable or the JAX cache configuration was ignored."
     )
 
-    assert len(cache_files) == 1, (
-        f"Expected exactly 1 JAX compilation cache file, but found {len(cache_files)}: {cache_files}. "
-        "This indicates a cache miss where AOT compilation and runtime execution generated different keys, "
-        "causing train_step to be compiled twice (double-compilation regression)."
+    assert len(train_step_cache_files) == 1, (
+        f"Expected exactly 1 jit_train_step JAX compilation cache file, but found "
+        f"{len(train_step_cache_files)}: {train_step_cache_files}. "
+        f"All cache files: {cache_files}. "
+        "This indicates a cache miss where AOT compilation and runtime execution generated "
+        "different keys, causing train_step to be compiled twice (double-compilation regression)."
     )
 
     assert "Persistent compilation cache hit for 'jit_train_step'" in captured_logs, (