diff --git a/onnxruntime/python/tools/tensorrt/perf/benchmark.py b/onnxruntime/python/tools/tensorrt/perf/benchmark.py
index 966c360a3a..0f06676641 100644
--- a/onnxruntime/python/tools/tensorrt/perf/benchmark.py
+++ b/onnxruntime/python/tools/tensorrt/perf/benchmark.py
@@ -89,7 +89,13 @@ TRT_ENGINE_CACHE_DIR_NAME = "engine_cache"
 
 def split_and_sort_output(string_list):
     string_list = string_list.split("\n")
-    string_list.sort()
+
+    def custom_sort(item):
+        # Parse digits
+        numbers = re.findall(r"\d+", item)
+        return int(numbers[0]) if numbers else float("inf")
+
+    string_list.sort(key=custom_sort)
     return string_list