diff --git a/python/sglang/bench_one_batch.py b/python/sglang/bench_one_batch.py
index bc7a9c7a1..de846066e 100644
--- a/python/sglang/bench_one_batch.py
+++ b/python/sglang/bench_one_batch.py
@@ -65,7 +65,13 @@ from sglang.srt.model_executor.model_runner import ModelRunner
 from sglang.srt.sampling.sampling_params import SamplingParams
 from sglang.srt.server_args import PortArgs, ServerArgs
 from sglang.srt.speculative.spec_info import SpeculativeAlgorithm
-from sglang.srt.utils import configure_logger, kill_process_tree, suppress_other_loggers
+from sglang.srt.utils import (
+    configure_logger,
+    get_bool_env_var,
+    kill_process_tree,
+    set_gpu_proc_affinity,
+    suppress_other_loggers,
+)
 
 
 @dataclasses.dataclass
@@ -405,6 +411,10 @@ def latency_test(
     bench_args,
     tp_rank,
 ):
+    # Set CPU affinity
+    if get_bool_env_var("SGLANG_SET_CPU_AFFINITY"):
+        set_gpu_proc_affinity(server_args.tp_size, server_args.nnodes, tp_rank)
+
     # Configure the logger
     configure_logger(server_args, prefix=f" TP{tp_rank}")
     rank_print = print if tp_rank == 0 else lambda *args, **kwargs: None