diff --git a/tests/resources/pyfunc_models/2.8.1/requirements.txt b/tests/resources/pyfunc_models/2.8.1/requirements.txt
index 3f8729f09fef5..07333acc30524 100644
--- a/tests/resources/pyfunc_models/2.8.1/requirements.txt
+++ b/tests/resources/pyfunc_models/2.8.1/requirements.txt
@@ -1,2 +1,2 @@
-mlflow==2.8.1
+mlflow==3.11.1
 cloudpickle==2.2.1