diff --git a/benchmark/requirements.txt b/benchmark/requirements.txt
index 526d2e9..7088c19 100644
--- a/benchmark/requirements.txt
+++ b/benchmark/requirements.txt
@@ -1,4 +1,4 @@
-mini-swe-agent==2.2.8
+mini-swe-agent==2.4.4
 pyyaml>=6.0.3
 pytest>=9.1.1
 pytest-timeout>=2.4.0