diff --git a/python/sglang/bench_one_batch.py b/python/sglang/bench_one_batch.py
index 0c492626e..fb7343532 100644
--- a/python/sglang/bench_one_batch.py
+++ b/python/sglang/bench_one_batch.py
@@ -85,6 +85,7 @@ class BenchArgs:
     correctness_test: bool = False
     # This is only used for correctness test
     cut_len: int = 4
+    log_decode_step: int = 0
     profile: bool = False
     profile_filename_prefix: str = "profile"
 
@@ -105,6 +106,12 @@ class BenchArgs:
         )
         parser.add_argument("--correctness-test", action="store_true")
         parser.add_argument("--cut-len", type=int, default=BenchArgs.cut_len)
+        parser.add_argument(
+            "--log-decode-step",
+            type=int,
+            default=BenchArgs.log_decode_step,
+            help="Log decode latency by step, default is set to zero to disable.",
+        )
         parser.add_argument(
             "--profile", action="store_true", help="Use Torch Profiler."
         )
@@ -335,6 +342,7 @@ def latency_test_run_once(
     input_len,
     output_len,
     device,
+    log_decode_step,
     profile,
     profile_filename_prefix,
 ):
@@ -394,9 +402,9 @@ def latency_test_run_once(
         tot_latency += latency
         throughput = batch_size / latency
         decode_latencies.append(latency)
-        if i < 5:
+        if i < 5 or (log_decode_step > 0 and i % log_decode_step == 0):
             rank_print(
-                f"Decode. Batch size: {batch_size}, latency: {latency:6.5f} s, throughput: {throughput:9.2f} token/s"
+                f"Decode {i}. Batch size: {batch_size}, latency: {latency:6.5f} s, throughput: {throughput:9.2f} token/s"
             )
 
     if profile:
@@ -457,8 +465,9 @@ def latency_test(
         reqs,
         bench_args.batch_size[0],
         bench_args.input_len[0],
-        8,  # shorter decoding to speed up the warmup
+        min(32, bench_args.output_len[0]),  # shorter decoding to speed up the warmup
         server_args.device,
+        log_decode_step=0,
         profile=False,
         profile_filename_prefix="",  # not used
     )
@@ -480,6 +489,7 @@ def latency_test(
             il,
             ol,
             server_args.device,
+            bench_args.log_decode_step,
             bench_args.profile if tp_rank == 0 else None,
             bench_args.profile_filename_prefix,
         )