diff --git a/python/sglang/srt/managers/io_struct.py b/python/sglang/srt/managers/io_struct.py
index 5df2dec2b..b0657777f 100644
--- a/python/sglang/srt/managers/io_struct.py
+++ b/python/sglang/srt/managers/io_struct.py
@@ -1981,6 +1981,8 @@ class GetLoadsReqOutput(BaseReq):
     max_total_num_tokens: int = field(
         metadata={"metric": ("gauge", "Maximum token capacity")}
     )
+    # FIXME: token_usage is actually max usage across all pools (KV, SWA, mamba),
+    # not just KV token usage. Rename requires API deprecation.
     token_usage: float = field(metadata={"metric": ("gauge", "Token pool usage ratio")})
     gen_throughput: float = field(
         metadata={"metric": ("gauge", "Generation throughput tokens/sec")}
diff --git a/python/sglang/srt/managers/scheduler_runtime_checker_mixin.py b/python/sglang/srt/managers/scheduler_runtime_checker_mixin.py
index 113073e3b..d9672ffa0 100644
--- a/python/sglang/srt/managers/scheduler_runtime_checker_mixin.py
+++ b/python/sglang/srt/managers/scheduler_runtime_checker_mixin.py
@@ -311,13 +311,14 @@ class SchedulerRuntimeCheckerMixin:
                 (
                     num_used,
                     _,
-                    token_usage,
-                    _,
+                    full_token_usage,
+                    mamba_usage,
                     _,
                     _,
                     _,
                     _,
                 ) = self._get_mamba_token_info()
+                token_usage = max(full_token_usage, mamba_usage)
             else:
                 num_used, token_usage, _, _ = self._get_token_info()
 
diff --git a/python/sglang/srt/observability/metrics_collector.py b/python/sglang/srt/observability/metrics_collector.py
index 490d755ed..9a81ee78f 100644
--- a/python/sglang/srt/observability/metrics_collector.py
+++ b/python/sglang/srt/observability/metrics_collector.py
@@ -79,6 +79,8 @@ class SchedulerStats:
     # Basics
     num_running_reqs: QueueCount = field(default_factory=QueueCount)
     num_used_tokens: int = 0
+    # FIXME: token_usage is actually max usage across all pools (KV, SWA, mamba),
+    # not just KV token usage. Rename requires API deprecation.
     token_usage: float = 0.0
     full_token_usage: float = 0.0
     pending_prealloc_token_usage: float = 0.0