diff --git a/python/sglang/srt/managers/scheduler.py b/python/sglang/srt/managers/scheduler.py
index da1a9ed58..fce74e237 100644
--- a/python/sglang/srt/managers/scheduler.py
+++ b/python/sglang/srt/managers/scheduler.py
@@ -2135,7 +2135,24 @@ class Scheduler(
     def get_new_batch_prefill(self) -> Optional[ScheduleBatch]:
         prefill_delayer_single_pass = None
         if self.prefill_delayer:
-            _, token_usage, _, _ = self._get_token_info()
+            # Get token usage from several pools
+            token_usage = None
+            if self.is_hybrid_swa:
+                _, _, full_token_usage, swa_token_usage, *_ = self._get_swa_token_info()
+                token_usage = max(full_token_usage, swa_token_usage)
+            if self.is_hybrid_ssm:
+                _, _, full_token_usage, mamba_token_usage, *_ = (
+                    self._get_mamba_token_info()
+                )
+                token_usage = (
+                    max(token_usage, mamba_token_usage)
+                    if token_usage is not None
+                    else max(full_token_usage, mamba_token_usage)
+                )
+            if token_usage is None:
+                _, token_usage, _, _ = self._get_token_info()
+
+            assert token_usage is not None
             prefill_delayer_single_pass = PrefillDelayerSinglePassExecutor(
                 self.prefill_delayer, token_usage=token_usage
             )