diff --git a/tests/core/sched/test_omni_ar_scheduler_streaming.py b/tests/core/sched/test_omni_ar_scheduler_streaming.py
index 32284eeac..e2ad98f56 100644
--- a/tests/core/sched/test_omni_ar_scheduler_streaming.py
+++ b/tests/core/sched/test_omni_ar_scheduler_streaming.py
@@ -1,8 +1,12 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
+
 """Unit tests for Omni AR streaming-session async placeholder handling."""
 
 from __future__ import annotations
 
 from types import SimpleNamespace
+from unittest.mock import MagicMock
 
 import pytest
 
@@ -11,6 +15,8 @@ import pytest
 # isort: off
 import vllm_omni  # noqa: F401 - import for side effects (patch vLLM)
 from vllm.sampling_params import SamplingParams
+from vllm.v1.core.sched.output import SchedulerOutput
+from vllm.v1.outputs import ModelRunnerOutput
 from vllm.v1.request import Request, RequestStatus, StreamingUpdate
 from vllm_omni.core.sched.omni_ar_scheduler import OmniARScheduler
 
@@ -51,6 +57,65 @@ def _make_update(prompt_token_ids: list[int] | None = None) -> StreamingUpdate:
     )
 
 
+def _run_resumable_segment_stop(session: Request) -> None:
+    sched = MagicMock()
+    sched.requests = {session.request_id: session}
+    sched.perf_metrics = None
+    sched.structured_output_manager.should_advance.return_value = False
+    sched._update_request_with_output.return_value = ([42], True)
+    sched._handle_stopped_request.return_value = False
+    sched.chunk_transfer_adapter = None
+    sched.running = [session]
+    sched.waiting_for_transfer_free = set()
+    sched.transfer_triggered_requests = set()
+    sched.active_kv_transfers = set()
+    sched.pending_stop_after_extraction = set()
+    sched.connector = None
+    sched.kv_cache_manager.take_events.return_value = None
+    sched.finished_req_ids_dict = {}
+    sched.make_stats.return_value = None
+
+    scheduler_output = MagicMock(spec=SchedulerOutput)
+    scheduler_output.num_scheduled_tokens = {session.request_id: 1}
+    scheduler_output.scheduled_spec_decode_tokens = {}
+    scheduler_output.num_invalid_spec_tokens = 0
+
+    model_runner_output = MagicMock(spec=ModelRunnerOutput)
+    model_runner_output.sampled_token_ids = [[42]]
+    model_runner_output.logprobs = None
+    model_runner_output.prompt_logprobs_dict = {}
+    model_runner_output.pooler_output = None
+    model_runner_output.num_nans_in_logits = None
+    model_runner_output.kv_connector_output = None
+    model_runner_output.cudagraph_stats = None
+    model_runner_output.req_id_to_index = {session.request_id: 0}
+    model_runner_output.routed_experts = None
+
+    OmniARScheduler.update_from_output(sched, scheduler_output, model_runner_output)
+
+
+@pytest.mark.parametrize("outstanding_async_tokens", [0, 1, 2])
+def test_resumable_segment_stop_reconciles_async_placeholders(
+    outstanding_async_tokens: int,
+) -> None:
+    """A segment stop discards and rolls back only in-flight async tokens."""
+    session = _make_request()
+    session.status = RequestStatus.RUNNING
+    session.resumable = True
+    session.append_output_token_ids([7, 8])
+    session.num_computed_tokens = session.num_tokens + outstanding_async_tokens
+    session.num_output_placeholders = outstanding_async_tokens
+    session.spec_token_ids = [-1] * outstanding_async_tokens
+
+    _run_resumable_segment_stop(session)
+
+    assert session.async_tokens_to_discard == outstanding_async_tokens
+    assert session.num_computed_tokens == session.num_tokens
+    assert session.num_output_placeholders == 0
+    assert session.spec_token_ids == []
+    assert session._output_token_ids == []
+
+
 def test_stage0_streaming_update_discards_outstanding_async_placeholder_token() -> None:
     sched = _make_scheduler(stage_id=0)
     session = _make_request()
diff --git a/vllm_omni/core/sched/omni_ar_scheduler.py b/vllm_omni/core/sched/omni_ar_scheduler.py
index 93654f27f..a9702eeb3 100644
--- a/vllm_omni/core/sched/omni_ar_scheduler.py
+++ b/vllm_omni/core/sched/omni_ar_scheduler.py
@@ -438,8 +438,13 @@ class OmniARScheduler(OmniSchedulerMixin, VLLMScheduler):
                             # Downstream async-chunk stages receive real payloads from the
                             # connector. This update only resumes polling for the next segment.
                             self.chunk_transfer_adapter.segment_finished_requests.discard(request.request_id)
-                    request.async_tokens_to_discard = 1
-                    request.num_output_placeholders = 0
+                    outstanding_async_tokens = request.num_output_placeholders
+                    if outstanding_async_tokens > 0:
+                        # Discard only outputs that are already in flight and
+                        # roll back their optimistic computed-token accounting.
+                        request.async_tokens_to_discard = outstanding_async_tokens
+                        request.num_computed_tokens -= outstanding_async_tokens
+                        request.num_output_placeholders = 0
                     request.spec_token_ids = []
                     request._output_token_ids.clear()
                 if finished: