diff --git a/tests/data/serve_resources/mlflow/xgboost/requirements.txt b/tests/data/serve_resources/mlflow/xgboost/requirements.txt
index 30fc49cc97..78c7a1afda 100644
--- a/tests/data/serve_resources/mlflow/xgboost/requirements.txt
+++ b/tests/data/serve_resources/mlflow/xgboost/requirements.txt
@@ -1,4 +1,4 @@
-mlflow==2.13.2
+mlflow==3.1.0
 lz4==4.3.2
 numpy==1.26.4
 pandas==2.0.3