diff --git a/agent/chat_completion_helpers.py b/agent/chat_completion_helpers.py
index 03d0d6dfdd..fd71575830 100644
--- a/agent/chat_completion_helpers.py
+++ b/agent/chat_completion_helpers.py
@@ -1736,9 +1736,19 @@ def _fallback_api_mode_hint(fb: dict, fb_provider: str, fb_base_url_hint: Option
     rewrites a dual-surface /anthropic base to /v1, losing the Anthropic wire signal. An explicit
     ``api_mode`` always wins (even "chat_completions") and suppresses later re-detection;
     ``provider: anthropic`` without a base_url still resolves to anthropic_messages."""
-    explicit = str(fb.get("api_mode") or "").strip()
+    from hermes_cli.runtime_provider import _get_named_custom_provider, _parse_api_mode
+    # Entries accept the same ``api_mode`` / ``transport`` spellings as ``providers.<name>``.
+    explicit = _parse_api_mode(fb.get("api_mode") or fb.get("transport"))
     if explicit:
         return True, explicit
+    # A named ``providers.<name>`` block declares its wire once (``api_mode``/``transport``); a
+    # fallback entry naming that provider inherits it instead of being re-detected from the host
+    # (#33062, #81932: an Anthropic-Messages or Responses-only relay on a plain host was downgraded
+    # to chat_completions while resolve_provider_client had already built the declared client).
+    if fb_provider and fb_provider not in {"custom", "moa"}:
+        declared = (_get_named_custom_provider(fb_provider) or {}).get("api_mode")
+        if declared:
+            return True, declared
     if fb_provider == "anthropic" or (fb_base_url_hint and _is_anthropic_wire_url(fb_base_url_hint)):
         return False, "anthropic_messages"
     return False, "chat_completions"
diff --git a/tests/agent/test_fallback_api_mode_preservation.py b/tests/agent/test_fallback_api_mode_preservation.py
index 6a6a330f4d..5198a353bd 100644
--- a/tests/agent/test_fallback_api_mode_preservation.py
+++ b/tests/agent/test_fallback_api_mode_preservation.py
@@ -178,6 +178,30 @@ class TestOriginalUrlDetection:
         assert agent.api_mode == "chat_completions"
 
 
+class TestNamedProviderDeclaredWire:
+    """A fallback entry naming a ``providers.<name>`` block inherits the block's declared
+    ``api_mode``/``transport`` instead of host re-detection (#33062, #81932)."""
+
+    def test_named_block_anthropic_messages_inherited_on_plain_host(self):
+        fbs = [{"provider": "custom:ai-proxy", "model": "claude-4.7-opus"}]
+        agent = _make_agent(fallback_model=fbs)
+        with patch(
+            "hermes_cli.runtime_provider._get_named_custom_provider",
+            return_value={"name": "ai-proxy", "base_url": "https://ai-proxy.example.com",
+                          "api_key": "k", "api_mode": "anthropic_messages"},
+        ):
+            mock_rpc = _activate(agent, "https://ai-proxy.example.com", "claude-4.7-opus")
+        assert agent.api_mode == "anthropic_messages"
+        assert mock_rpc.call_args.kwargs["api_mode"] == "anthropic_messages"
+
+    def test_entry_transport_alias_is_honored(self):
+        fbs = [{"provider": "custom", "model": "custom/responses", "base_url": "https://gateway.example.com/v1",
+                "api_key": "k", "transport": "responses"}]
+        agent = _make_agent(fallback_model=fbs)
+        _activate(agent, "https://gateway.example.com/v1", "custom/responses")
+        assert agent.api_mode == "codex_responses"
+
+
 class TestPlainFallbackUnchanged:
     def test_plain_openrouter_fallback_stays_chat_completions(self):
         fbs = [{
diff --git a/website/docs/integrations/providers.md b/website/docs/integrations/providers.md
index 785dbb8256..4712534133 100644
--- a/website/docs/integrations/providers.md
+++ b/website/docs/integrations/providers.md
@@ -1676,9 +1676,11 @@ fallback_providers:
   - provider: anthropic
     model: claude-sonnet-4
     # base_url: http://localhost:8000/v1    # optional, for custom endpoints
-    # api_mode: chat_completions           # optional override
+    # api_mode: chat_completions           # optional override (`transport:` is an accepted alias)
 ```
 
+An entry that names a `providers.<name>` block (`provider: my-relay` or `provider: custom:my-relay`) inherits that block's `transport` / `api_mode` when the entry sets none, so a Responses-only or Anthropic-Messages relay keeps its declared wire on fallback. Set `api_mode` on the entry to override it.
+
 The legacy single-pair `fallback_model:` dict is still accepted for back-compat:
 
 ```yaml