diff --git a/python/sglang/srt/managers/scheduler.py b/python/sglang/srt/managers/scheduler.py
index 0c3fb83f5..45fbf5d65 100644
--- a/python/sglang/srt/managers/scheduler.py
+++ b/python/sglang/srt/managers/scheduler.py
@@ -2012,6 +2012,8 @@ class Scheduler(
                 self.server_args, self.decode_mem_cache_buf_multiplier
             )
             self.num_retracted_reqs = len(retracted_reqs)
+            if self.enable_metrics and (x := len(retracted_reqs)) > 0:
+                self.metrics_collector.increment_num_retracted_reqs(x)
             self.new_token_ratio = new_token_ratio
             for req in reqs_to_abort:
                 abort_reason: FINISH_ABORT = req.to_finish
diff --git a/python/sglang/srt/managers/scheduler_output_processor_mixin.py b/python/sglang/srt/managers/scheduler_output_processor_mixin.py
index f96ed1dcd..c9fec5393 100644
--- a/python/sglang/srt/managers/scheduler_output_processor_mixin.py
+++ b/python/sglang/srt/managers/scheduler_output_processor_mixin.py
@@ -337,6 +337,8 @@ class SchedulerOutputProcessorMixin:
         self.num_generated_tokens += len(batch.reqs)
         if not batch.spec_algorithm.is_none():
             self.update_spec_metrics(batch.batch_size(), result.num_accepted_tokens)
+        if self.enable_metrics:
+            self.metrics_collector.increment_cuda_graph_pass(value=can_run_cuda_graph)
 
         self.token_to_kv_pool_allocator.free_group_begin()
 
diff --git a/python/sglang/srt/metrics/collector.py b/python/sglang/srt/metrics/collector.py
index 7aa7bd511..8d2196ebd 100644
--- a/python/sglang/srt/metrics/collector.py
+++ b/python/sglang/srt/metrics/collector.py
@@ -325,11 +325,18 @@ class SchedulerMetricsCollector:
         )
 
         # Retract
+        # TODO maybe remove this old gauge in favor of the new counter
         self.num_retracted_reqs = Gauge(
             name="sglang:num_retracted_reqs",
             documentation="The number of retracted requests.",
             labelnames=labels.keys(),
         )
+        self.num_retracted_reqs_total = Counter(
+            # The name is `requests` instead of `reqs` to avoid dup name error
+            name="sglang:num_retracted_requests_total",
+            documentation="Total number of retracted requests.",
+            labelnames=labels.keys(),
+        )
         self.num_paused_reqs = Gauge(
             name="sglang:num_paused_reqs",
             documentation="The number of paused requests by async weight sync.",
@@ -605,12 +612,18 @@ class SchedulerMetricsCollector:
             labelnames=list(labels.keys()) + ["stage"],
         )
 
+        # TODO maybe remove this old gauge in favor of the new counter
         self.is_cuda_graph = Gauge(
             name="sglang:is_cuda_graph",
             documentation="Whether the batch is using CUDA graph.",
             labelnames=labels.keys(),
             multiprocess_mode="mostrecent",
         )
+        self.cuda_graph_passes_total = Counter(
+            name="sglang:cuda_graph_passes_total",
+            documentation="Total number of forward passes categorized by CUDA graph.",
+            labelnames=list(labels.keys()) + ["mode"],
+        )
 
         self.new_token_ratio = Gauge(
             name="sglang:new_token_ratio",
@@ -639,6 +652,14 @@ class SchedulerMetricsCollector:
     def observe_queue_time(self, latency: float) -> None:
         self._log_histogram(self.queue_time, latency)
 
+    def increment_num_retracted_reqs(self, num: int) -> None:
+        self.num_retracted_reqs_total.labels(**self.labels).inc(num)
+
+    def increment_cuda_graph_pass(self, value: bool) -> None:
+        # leave room for piecewise cuda graph, etc
+        mode = "decode_cuda_graph" if value else "decode_none"
+        self.cuda_graph_passes_total.labels(**self.labels, mode=mode).inc(1)
+
     def log_stats(self, stats: SchedulerStats) -> None:
         self._log_gauge(self.num_running_reqs, stats.num_running_reqs)
         self._log_gauge(self.num_used_tokens, stats.num_used_tokens)