diff --git a/packages/llm_gateway/tests/test_fallback_chain.py b/packages/llm_gateway/tests/test_fallback_chain.py
index 9e9e1ee..ca739ff 100644
--- a/packages/llm_gateway/tests/test_fallback_chain.py
+++ b/packages/llm_gateway/tests/test_fallback_chain.py
@@ -132,6 +132,31 @@ async def test_missing_adapter_in_chain_skipped(req: LlmRequest) -> None:
     assert resp.served_by.fell_back is True
 
 
+async def test_stream_retries_before_first_token_then_succeeds(req: LlmRequest) -> None:
+    # CR-H6：首 token 前的瞬时失败应 per-provider 退避重试（对称 run 的 _complete_with_retry），
+    # 而非直接烧掉一个回退名额切备用。max_retries=2 → 最多 3 次尝试；前两次 transient、
+    # 第三次成功 → 主 provider 服务，备用零调用。
+    primary = ScriptedAdapter(
+        "deepseek", text="流式重试后成功", failures=[transient(), transient()]
+    )
+    backup = ScriptedAdapter("openai", text="备用")
+    ledger = FakeLedger()
+    gw = Gateway(
+        {"deepseek": primary, "openai": backup},
+        ledger,
+        chain_resolver=chain_resolver(chain(("deepseek", "deepseek-chat"), ("openai", "gpt-4o"))),
+        max_retries=2,
+    )
+
+    collected = [d.text async for d in gw.stream(req)]
+
+    assert "".join(collected) == "流式重试后成功"
+    assert primary.stream_calls == 3  # 2 次失败 + 1 次成功（重试在首 token 前）
+    assert backup.stream_calls == 0  # 未切备用
+    assert len(ledger.records) == 1
+    assert ledger.records[0].provider == "deepseek"
+
+
 # ---- 熔断器 ----
 
 
diff --git a/packages/llm_gateway/ww_llm_gateway/gateway.py b/packages/llm_gateway/ww_llm_gateway/gateway.py
index babc123..11270b0 100644
--- a/packages/llm_gateway/ww_llm_gateway/gateway.py
+++ b/packages/llm_gateway/ww_llm_gateway/gateway.py
@@ -28,7 +28,7 @@ from tenacity import (
 )
 from ww_shared import AppError, ErrorCode
 
-from .adapters.base import ProviderAdapter, ProviderResult, ProviderUsage
+from .adapters.base import ProviderAdapter, ProviderResult, ProviderUsage, StreamChunk
 from .errors import TransientProviderError
 from .ledger import LedgerSink
 from .pricing import cost_minor
@@ -268,6 +268,39 @@ class Gateway:
                 return await adapter.complete(req, model)
         raise AssertionError("unreachable: reraise=True")
 
+    async def _stream_with_retry(
+        self, adapter: ProviderAdapter, req: LlmRequest, model: str
+    ) -> AsyncIterator[StreamChunk]:
+        """流式版 per-provider 重试：**仅**覆盖到首个含文本的 chunk（§4.5）。
+
+        对称 `_complete_with_retry`——首 token 前的瞬时失败退避重试；一旦吐出文本即
+        提交该 candidate，其后失败属中途失败（由 `stream()` 的 `started` 门直接上抛，
+        不静默重连）。空流/纯 usage 提前结束（StopAsyncIteration）视为正常完成，不重试。
+        record_failure 归外层循环（此助手不碰熔断，同 `_complete_with_retry`）。
+        """
+        retrying = self._retrying()
+        gen: AsyncIterator[StreamChunk] | None = None
+        prelude: list[StreamChunk] = []
+        async for attempt in retrying:
+            with attempt:
+                candidate = adapter.stream(req, model)
+                buffered: list[StreamChunk] = []
+                got_text = False
+                try:
+                    while not got_text:
+                        chunk = await candidate.__anext__()
+                        buffered.append(chunk)
+                        got_text = bool(chunk.text)
+                except StopAsyncIteration:
+                    pass
+                gen = candidate
+                prelude = buffered
+        for chunk in prelude:
+            yield chunk
+        if gen is not None:
+            async for chunk in gen:
+                yield chunk
+
     # ---- stream（流式）----
 
     async def stream(self, req: LlmRequest) -> AsyncIterator[Delta]:
@@ -282,7 +315,7 @@ class Gateway:
             # 流式回退：仅在「尚未吐出任何 token」前可切。首块产出后失败属中途失败，
             # 不静默重连（§4.5：已存部分留 draft，节点报错停在 write 前 checkpoint）。
             try:
-                stream_iter = adapter.stream(req, route.model)
+                stream_iter = self._stream_with_retry(adapter, req, route.model)
                 final = ProviderUsage(input_tokens=0, output_tokens=0)
                 started = False
                 async for chunk in stream_iter: