diff --git a/python/sglang/srt/managers/scheduler_runtime_checker_mixin.py b/python/sglang/srt/managers/scheduler_runtime_checker_mixin.py
index c1c1ab48b538..8fdd4391e10e 100644
--- a/python/sglang/srt/managers/scheduler_runtime_checker_mixin.py
+++ b/python/sglang/srt/managers/scheduler_runtime_checker_mixin.py
@@ -17,6 +17,7 @@
 
 if TYPE_CHECKING:
     from sglang.srt.managers.scheduler import Scheduler
+    from sglang.srt.observability.metrics_collector import SchedulerStats
 
 logger = logging.getLogger(__name__)
 
@@ -104,6 +105,17 @@ def get_decode_usage_msg_parts(self) -> List[str]:
             )
         return parts
 
+    def update_scheduler_stats(self, stats: SchedulerStats) -> None:
+        """Update pool-related fields on SchedulerStats."""
+        num_used, _ = self.get_kv_token_stats()
+        stats.num_used_tokens = num_used
+        stats.token_usage = round(self.get_max_pool_usage(), 2)
+        stats.full_token_usage = self.full_token_usage
+        if self.is_hybrid_swa:
+            stats.swa_token_usage = self.swa_token_usage
+        if self.is_hybrid_ssm:
+            stats.mamba_usage = self.mamba_usage
+
 
 class SchedulerRuntimeCheckerMixin:
     def _session_held_tokens(self: Scheduler) -> int:
@@ -405,15 +417,12 @@ def check_memory(self: Scheduler):
             and time.perf_counter() > self.metrics_collector.last_log_time + 30
         ):
             # During idle time, also collect metrics every 30 seconds.
-            pool_stats = self.get_pool_stats()
-            num_used, _ = pool_stats.get_kv_token_stats()
+            self.get_pool_stats().update_scheduler_stats(self.stats)
 
             priority_enabled = self.enable_priority_scheduling
             self.stats.num_running_reqs = QueueCount.from_reqs(
                 self.running_batch.reqs, priority_enabled
             )
-            self.stats.num_used_tokens = num_used
-            self.stats.token_usage = round(pool_stats.get_max_pool_usage(), 2)
             self.stats.gen_throughput = 0
             self.stats.num_queue_reqs = QueueCount.from_reqs(
                 self.waiting_queue, priority_enabled
diff --git a/python/sglang/srt/observability/scheduler_metrics_mixin.py b/python/sglang/srt/observability/scheduler_metrics_mixin.py
index dc28c57eaf09..18ea325bae6a 100644
--- a/python/sglang/srt/observability/scheduler_metrics_mixin.py
+++ b/python/sglang/srt/observability/scheduler_metrics_mixin.py
@@ -343,9 +343,6 @@ def report_prefill_stats(
         self.last_prefill_tokens = prefill_stats.log_input_tokens
 
         pool_stats = self.get_pool_stats()
-        num_used, _ = pool_stats.get_kv_token_stats()
-        max_pool_usage = pool_stats.get_max_pool_usage()
-        full_token_usage = pool_stats.full_token_usage
         token_usage_msg = ", ".join(pool_stats.get_prefill_usage_msg_parts()) + ", "
 
         self.stats.new_token_ratio = prefill_stats.new_token_ratio
@@ -417,13 +414,7 @@ def report_prefill_stats(
 
             self.stats.num_running_reqs = prefill_stats.num_running_reqs
             self.stats.num_running_reqs_offline_batch = 0
-            self.stats.num_used_tokens = num_used
-            self.stats.token_usage = max_pool_usage
-            self.stats.full_token_usage = full_token_usage
-            if pool_stats.is_hybrid_swa:
-                self.stats.swa_token_usage = pool_stats.swa_token_usage
-            if pool_stats.is_hybrid_ssm:
-                self.stats.mamba_usage = pool_stats.mamba_usage
+            pool_stats.update_scheduler_stats(self.stats)
 
             priority_enabled = self.enable_priority_scheduling
             self.stats.num_queue_reqs = QueueCount.from_reqs(
@@ -515,9 +506,6 @@ def report_decode_stats(
         num_running_reqs_offline_batch = 0
 
         pool_stats = self.get_pool_stats()
-        num_used, _ = pool_stats.get_kv_token_stats()
-        max_pool_usage = pool_stats.get_max_pool_usage()
-        full_token_usage = pool_stats.full_token_usage
         token_usage_msg = ", ".join(pool_stats.get_decode_usage_msg_parts()) + ", "
 
         if RECORD_STEP_TIME:
@@ -603,15 +591,7 @@ def report_decode_stats(
                 batch.reqs, priority_enabled
             )
             self.stats.num_running_reqs_offline_batch = num_running_reqs_offline_batch
-            self.stats.num_used_tokens = num_used
-            # maximum usage of all pools
-            self.stats.token_usage = max_pool_usage
-            # usage of full attention
-            self.stats.full_token_usage = full_token_usage
-            if pool_stats.is_hybrid_swa:
-                self.stats.swa_token_usage = pool_stats.swa_token_usage
-            if pool_stats.is_hybrid_ssm:
-                self.stats.mamba_usage = pool_stats.mamba_usage
+            pool_stats.update_scheduler_stats(self.stats)
             self.stats.decode_sum_seq_lens = batch.seq_lens_cpu.sum().item()
             self.stats.gen_throughput = self.last_gen_throughput
             self.stats.num_queue_reqs = QueueCount.from_reqs(