diff --git a/requirements-test.txt b/requirements-test.txt
index 67702365f3..8c14d23055 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -11,7 +11,7 @@ scikit-learn==1.7.2 ; python_version >= '3.10'
 pandas==2.1.3 ; python_version < '3.11'
 pandas==2.3.3 ; python_version >= '3.11'
 xgboost==2.1.4 ; python_version < '3.10'
-xgboost==3.0.5 ; python_version >= '3.10'
+xgboost==3.1.0 ; python_version >= '3.10'
 lightgbm==4.6.0
 catboost==1.2.8
 shap==0.49.1